Skip to contents

Xpose database from the NONMEM output of a model for prazosin using simulated data (and NONMEM 7.3).

Usage

simpraz.xpdb

Format

an xpose.data object

Details

The database can be used to test functions in Xpose 4. This database is slightly different than the database that is created when reading in the files created by simprazExample using xpose.data.

See also

Examples


xpose.print(simpraz.xpdb)
#> The database contains the following observed items:
#> ID TIME IPRED IWRES CWRES CL V KA ETA1 ETA2 ETA3 AGE HT WT 
#> SECR SEX RACE SMOK HCTZ PROP CON OCC DV PRED RES WRES
#> 
#> The following variables are defined:
#> 
#> ID variable: ID 
#> Label variable: ID 
#> Independent variable: TIME 
#> Occasion variable: OCC 
#> Dependent variable: DV 
#> Population prediction variable: PRED 
#> Individual prediction variable: IPRED 
#> Weighted population residual variable: WRES 
#> Weighted individual residual variable: IWRES 
#> Population residual variable: RES 
#> Parameters: ETA3 ETA2 ETA1 KA V CL
#> Covariates: SEX RACE SMOK HCTZ PROP CON OCC AGE HT WT SECR
#>   ( Continuous: AGE HT WT SECR )
#>   ( Categorical: SEX RACE SMOK HCTZ PROP CON OCC )
#> Variability parameters: ETA1 ETA2 ETA3
#> Missing value label: -99 
Data(simpraz.xpdb)
#>     ID TIME      IPRED       IWRES      CWRES      CL       V      KA
#> 2    1    1 6.9193e+01  0.03681300 -0.0646440 13.5790  93.640 1.22490
#> 3    1    2 8.0181e+01 -0.09442400 -0.9411300 13.5790  93.640 1.22490
#> 4    1    3 7.5330e+01  0.16833000  1.1911000 13.5790  93.640 1.22490
#> 5    1    4 6.6916e+01 -0.20602000 -1.5154000 13.5790  93.640 1.22490
#> 6    1    5 5.8398e+01 -0.02685300 -0.0596340 13.5790  93.640 1.22490
#> 7    1    6 5.0666e+01  0.02513800  0.4099300 13.5790  93.640 1.22490
#> 8    1    7 4.3871e+01  0.20557000  1.8304000 13.5790  93.640 1.22490
#> 9    1    9 3.2841e+01 -0.17939000 -1.0219000 13.5790  93.640 1.22490
#> 10   1   11 2.4575e+01  0.06492000  0.8373000 13.5790  93.640 1.22490
#> 12   2    1 9.6073e+01  0.13195000  0.8119500  8.7284  92.501 3.01420
#> 13   2    2 9.2138e+01  0.04842400 -0.0866630  8.7284  92.501 3.01420
#> 14   2    3 8.4073e+01 -0.03655400 -0.5405500  8.7284  92.501 3.01420
#> 15   2    4 7.6514e+01  0.00726360  0.0058889  8.7284  92.501 3.01420
#> 16   2    5 6.9625e+01 -0.07260500 -0.4024500  8.7284  92.501 3.01420
#> 17   2    6 6.3356e+01 -0.20749000 -1.2486000  8.7284  92.501 3.01420
#> 18   2    7 5.7651e+01  0.12019000  1.3843000  8.7284  92.501 3.01420
#> 19   2    8 5.2460e+01 -0.03659500  0.3323700  8.7284  92.501 3.01420
#> 20   2   10 4.3438e+01 -0.04322700  0.4971900  8.7284  92.501 3.01420
#> 21   2   12 3.5967e+01  0.18052000  2.3422000  8.7284  92.501 3.01420
#> 23   3    1 8.7842e+00  0.06440900  0.3927500 11.0240  93.942 2.23050
#> 24   3    2 8.7557e+00 -0.01093200 -0.4033600 11.0240  93.942 2.23050
#> 25   3    3 7.8877e+00  0.03705600  0.0613170 11.0240  93.942 2.23050
#> 26   3    4 7.0253e+00 -0.11889000 -0.9633300 11.0240  93.942 2.23050
#> 27   3    5 6.2486e+00  0.13306000  1.0866000 11.0240  93.942 2.23050
#> 28   3    6 5.5568e+00 -0.15779000 -0.9918700 11.0240  93.942 2.23050
#> 29   3    7 4.9416e+00  0.07253700  0.8514900 11.0240  93.942 2.23050
#> 30   3    8 4.3944e+00 -0.04423900  0.0490370 11.0240  93.942 2.23050
#> 31   3   10 3.4751e+00  0.12801000  1.4633000 11.0240  93.942 2.23050
#> 32   3   12 2.7482e+00  0.00066343  0.5552500 11.0240  93.942 2.23050
#> 34   4    1 6.3799e+01 -0.01017500  0.4475200 19.6070  49.991 1.67760
#> 35   4    2 5.5019e+01  0.13433000  1.2202000 19.6070  49.991 1.67760
#> 36   4    3 3.9396e+01  0.04198600  0.2016600 19.6070  49.991 1.67760
#> 37   4    4 2.7031e+01 -0.10065000 -1.0776000 19.6070  49.991 1.67760
#> 38   4    5 1.8339e+01 -0.00920360 -0.4784300 19.6070  49.991 1.67760
#> 39   4    6 1.2404e+01  0.06662200  0.0711510 19.6070  49.991 1.67760
#> 40   4    7 8.3822e+00  0.01166300 -0.3334000 19.6070  49.991 1.67760
#> 41   4    9 3.8260e+00  0.02455700 -0.1799200 19.6070  49.991 1.67760
#> 42   4   11 1.7462e+00  0.00790240 -0.2506900 19.6070  49.991 1.67760
#> 44   5    1 1.9492e+01  0.10248000  0.9678200 12.4700  84.706 2.43710
#> 45   5    2 1.8528e+01 -0.19743000 -1.5134000 12.4700  84.706 2.43710
#> 46   5    3 1.6141e+01 -0.06013000 -0.4224300 12.4700  84.706 2.43710
#> 47   5    4 1.3944e+01 -0.01893700 -0.0316990 12.4700  84.706 2.43710
#> 48   5    5 1.2036e+01  0.23210000  1.9295000 12.4700  84.706 2.43710
#> 49   5    6 1.0389e+01 -0.05090000 -0.1700800 12.4700  84.706 2.43710
#> 50   5    7 8.9667e+00 -0.02416300  0.0563140 12.4700  84.706 2.43710
#> 51   5    9 6.6798e+00  0.16321000  1.4828000 12.4700  84.706 2.43710
#> 52   5   11 4.9761e+00 -0.12382000 -0.7134000 12.4700  84.706 2.43710
#> 54   6    1 7.1066e+01  0.04875000  0.2570900 14.3950  73.084 0.86832
#> 55   6    2 8.8184e+01 -0.28535000 -2.1306000 14.3950  73.084 0.86832
#> 56   6    3 8.4934e+01  0.18280000  1.5438000 14.3950  73.084 0.86832
#> 57   6    4 7.5002e+01  0.13224000  1.2209000 14.3950  73.084 0.86832
#> 58   6    5 6.3797e+01 -0.07503500 -0.3469000 14.3950  73.084 0.86832
#> 59   6    6 5.3316e+01  0.01038200  0.2649900 14.3950  73.084 0.86832
#> 60   6    7 4.4173e+01  0.02212200  0.3031300 14.3950  73.084 0.86832
#> 61   6    8 3.6439e+01 -0.07021700 -0.4513400 14.3950  73.084 0.86832
#> 62   6   10 2.4659e+01  0.06532200  0.4657100 14.3950  73.084 0.86832
#> 64   7    1 1.6349e+02  0.13020000  1.8578000 14.0930  46.925 2.98340
#> 65   7    2 1.2936e+02  0.10339000  0.9682000 14.0930  46.925 2.98340
#> 66   7    3 9.6217e+01 -0.10431000 -0.7247200 14.0930  46.925 2.98340
#> 67   7    4 7.1277e+01 -0.07894400 -0.5392700 14.0930  46.925 2.98340
#> 68   7    5 5.2787e+01  0.04324800  0.4085000 14.0930  46.925 2.98340
#> 69   7    6 3.9093e+01 -0.02923600 -0.1127600 14.0930  46.925 2.98340
#> 70   7    8 2.1441e+01  0.08438900  0.7694000 14.0930  46.925 2.98340
#> 72   8    1 3.4260e+01  0.10099000 -0.1437400 42.1500 105.580 3.54630
#> 73   8    2 2.3971e+01 -0.20112000 -2.5728000 42.1500 105.580 3.54630
#> 74   8    3 1.6110e+01 -0.10550000 -1.5138000 42.1500 105.580 3.54630
#> 75   8    4 1.0808e+01  0.10012000  0.3458000 42.1500 105.580 3.54630
#> 76   8    5 7.2505e+00 -0.24419000 -2.0503000 42.1500 105.580 3.54630
#> 77   8    6 4.8640e+00  0.01356100  0.0123830 42.1500 105.580 3.54630
#> 78   8    7 3.2630e+00  0.22891000  1.6775000 42.1500 105.580 3.54630
#> 79   8    9 1.4685e+00  0.04868300  0.2684800 42.1500 105.580 3.54630
#> 80   8   11 6.6089e-01 -0.09213400 -0.8524200 42.1500 105.580 3.54630
#> 82   9    1 5.5324e+01 -0.04960600 -0.0015166 21.3300  57.540 1.60740
#> 83   9    2 4.9276e+01  0.17117000  1.2600000 21.3300  57.540 1.60740
#> 84   9    3 3.6235e+01 -0.00013445 -0.3256500 21.3300  57.540 1.60740
#> 85   9    4 2.5457e+01  0.02644900 -0.2390900 21.3300  57.540 1.60740
#> 86   9    5 1.7661e+01  0.02316400 -0.2412900 21.3300  57.540 1.60740
#> 87   9    6 1.2208e+01 -0.11291000 -1.1700000 21.3300  57.540 1.60740
#> 88   9    8 5.8200e+00 -0.05669500 -0.5009300 21.3300  57.540 1.60740
#> 89   9   10 2.7731e+00  0.09986200  0.8232500 21.3300  57.540 1.60740
#> 91  10    1 5.6258e+01  0.09779200 -0.4076800 44.2790  34.914 3.55980
#> 92  10    2 1.7428e+01  0.05579700 -2.5276000 44.2790  34.914 3.55980
#> 93  10    3 4.9485e+00 -0.02596300 -1.8592000 44.2790  34.914 3.55980
#> 94  10    6 1.1030e-01 -0.27472000 -0.4042000 44.2790  34.914 3.55980
#> 95  10    8 8.7302e-03  0.14545000  2.4362000 44.2790  34.914 3.55980
#> 97  12    1 1.6198e+01  0.02666600  0.0415360 18.6950  92.607 1.92540
#> 98  12    2 1.5599e+01  0.05648300  0.1090400 18.6950  92.607 1.92540
#> 99  12    3 1.3092e+01 -0.15138000 -1.4208000 18.6950  92.607 1.92540
#> 100 12    4 1.0749e+01  0.11454000  0.6792500 18.6950  92.607 1.92540
#> 101 12    5 8.7913e+00 -0.12072000 -1.0203000 18.6950  92.607 1.92540
#> 102 12    6 7.1853e+00  0.12451000  0.8966700 18.6950  92.607 1.92540
#> 103 12    7 5.8720e+00 -0.02248100 -0.1728200 18.6950  92.607 1.92540
#> 104 12    9 3.9214e+00 -0.01312000 -0.0634180 18.6950  92.607 1.92540
#> 105 12   11 2.6188e+00  0.04245900  0.3511400 18.6950  92.607 1.92540
#> 107 13    1 1.3355e+01  0.04678600 -0.3388700 34.6730  78.320 1.12170
#> 108 13    2 1.2928e+01 -0.06558300 -1.0392000 34.6730  78.320 1.12170
#> 109 13    3 9.7203e+00 -0.05969700 -0.9090900 34.6730  78.320 1.12170
#> 110 13    4 6.7047e+00  0.07535900  0.1448000 34.6730  78.320 1.12170
#> 111 13    5 4.4567e+00  0.06805200  0.0926130 34.6730  78.320 1.12170
#> 112 13    6 2.9115e+00 -0.14133000 -1.5011000 34.6730  78.320 1.12170
#> 113 13    7 1.8860e+00 -0.05088300 -0.8349800 34.6730  78.320 1.12170
#> 114 13    8 1.2165e+00  0.08504900  0.1676700 34.6730  78.320 1.12170
#> 115 13   10 5.0351e-01  0.23136000  1.2465000 34.6730  78.320 1.12170
#> 116 13   12 2.0789e-01 -0.23037000 -2.1245000 34.6730  78.320 1.12170
#> 118 14    1 2.5038e+01  0.08035500  1.1038000 20.2700  57.701 2.48000
#> 119 14    2 1.9718e+01 -0.01916900 -0.1943000 20.2700  57.701 2.48000
#> 120 14    3 1.4053e+01 -0.01868900 -0.3506400 20.2700  57.701 2.48000
#> 121 14    4 9.9046e+00  0.01366900 -0.1361900 20.2700  57.701 2.48000
#> 122 14    5 6.9719e+00  0.07862100  0.3699900 20.2700  57.701 2.48000
#> 123 14    6 4.9067e+00 -0.22963000 -1.9322000 20.2700  57.701 2.48000
#> 124 14    7 3.4533e+00  0.00485050 -0.1257800 20.2700  57.701 2.48000
#> 125 14    8 2.4303e+00  0.27555000  1.9526000 20.2700  57.701 2.48000
#> 126 14   10 1.2037e+00 -0.16095000 -1.2921000 20.2700  57.701 2.48000
#> 127 14   12 5.9621e-01  0.00635350  0.0374170 20.2700  57.701 2.48000
#> 129 15    1 9.2441e+00 -0.03938900 -0.9602000 17.3920 118.440 0.90406
#> 130 15    2 1.1725e+01 -0.05584300 -1.1138000 17.3920 118.440 0.90406
#> 131 15    3 1.1639e+01  0.22775000  1.1714000 17.3920 118.440 0.90406
#> 132 15    4 1.0663e+01 -0.16442000 -1.6265000 17.3920 118.440 0.90406
#> 133 15    5 9.4555e+00  0.04912800  0.1525200 17.3920 118.440 0.90406
#> 134 15    6 8.2647e+00  0.06476500  0.4188800 17.3920 118.440 0.90406
#> 135 15    7 7.1767e+00 -0.05388800 -0.3485000 17.3920 118.440 0.90406
#> 136 15    8 6.2131e+00 -0.07292500 -0.3804600 17.3920 118.440 0.90406
#> 137 15   10 4.6404e+00 -0.13800000 -0.7021300 17.3920 118.440 0.90406
#> 138 15   12 3.4608e+00  0.16158000  1.6700000 17.3920 118.440 0.90406
#> 140 16    1 1.0618e+01 -0.07795800 -1.3419000 12.6540  70.520 0.53141
#> 141 16    2 1.5114e+01  0.05859200 -0.1268400 12.6540  70.520 0.53141
#> 142 16    3 1.6300e+01 -0.03250400 -0.5043700 12.6540  70.520 0.53141
#> 143 16    4 1.5778e+01  0.08439700  0.6561500 12.6540  70.520 0.53141
#> 144 16    5 1.4454e+01  0.14572000  1.3152000 12.6540  70.520 0.53141
#> 145 16    6 1.2824e+01 -0.10093000 -0.4396400 12.6540  70.520 0.53141
#> 146 16    7 1.1156e+01  0.10349000  1.1475000 12.6540  70.520 0.53141
#> 147 16    8 9.5804e+00 -0.06997600 -0.1771000 12.6540  70.520 0.53141
#> 148 16   10 6.9067e+00  0.02508600  0.4263100 12.6540  70.520 0.53141
#> 149 16   12 4.8984e+00  0.01257600  0.1745800 12.6540  70.520 0.53141
#> 151 17    1 1.5908e+02  0.10746000  1.7128000 10.2860  50.261 2.52330
#> 152 17    2 1.4240e+02 -0.02634200  0.3253200 10.2860  50.261 2.52330
#> 153 17    3 1.1707e+02 -0.03690100  0.1315800 10.2860  50.261 2.52330
#> 154 17    4 9.5486e+01 -0.02194900  0.1821900 10.2860  50.261 2.52330
#> 155 17    5 7.7821e+01  0.11513000  1.1642000 10.2860  50.261 2.52330
#> 156 17    6 6.3419e+01  0.05347000  0.6449400 10.2860  50.261 2.52330
#> 157 17    7 5.1682e+01 -0.09736600 -0.5463300 10.2860  50.261 2.52330
#> 158 17    8 4.2117e+01  0.07865600  0.7392000 10.2860  50.261 2.52330
#> 159 17   10 2.7970e+01  0.13906000  1.1194000 10.2860  50.261 2.52330
#> 160 17   12 1.8575e+01 -0.11604000 -0.8623000 10.2860  50.261 2.52330
#> 162 18    1 5.2404e+01  0.07530700  0.7263000 12.9160  76.863 2.32250
#> 163 18    2 4.9435e+01 -0.04561100 -0.4767900 12.9160  76.863 2.32250
#> 164 18    3 4.2292e+01  0.06191100  0.4013300 12.9160  76.863 2.32250
#> 165 18    4 3.5799e+01  0.17153000  1.3563000 12.9160  76.863 2.32250
#> 166 18    5 3.0267e+01 -0.04052900 -0.1307100 12.9160  76.863 2.32250
#> 167 18    6 2.5585e+01 -0.32149000 -2.1582000 12.9160  76.863 2.32250
#> 168 18    7 2.1628e+01  0.02414000  0.5351100 12.9160  76.863 2.32250
#> 169 18    8 1.8282e+01 -0.01271600  0.3156300 12.9160  76.863 2.32250
#> 170 18   10 1.3064e+01  0.04409100  0.8130900 12.9160  76.863 2.32250
#> 171 18   12 9.3351e+00  0.08837000  1.1591000 12.9160  76.863 2.32250
#> 173 19    1 5.2559e+01  0.07251400  0.7654100 10.6970  67.987 1.54970
#> 174 19    2 5.6065e+01 -0.16134000 -0.9023800 10.6970  67.987 1.54970
#> 175 19    3 5.0272e+01  0.16128000  1.5843000 10.6970  67.987 1.54970
#> 176 19    4 4.3456e+01 -0.15385000 -0.7835300 10.6970  67.987 1.54970
#> 177 19    5 3.7236e+01  0.04603700  0.7231100 10.6970  67.987 1.54970
#> 178 19    6 3.1837e+01 -0.08943100 -0.3239100 10.6970  67.987 1.54970
#> 179 19    7 2.7207e+01  0.20668000  1.8826000 10.6970  67.987 1.54970
#> 180 19    8 2.3247e+01  0.06595600  0.7757300 10.6970  67.987 1.54970
#> 181 19   10 1.6971e+01 -0.02655500 -0.0218010 10.6970  67.987 1.54970
#> 182 19   12 1.2389e+01 -0.02815600 -0.1358400 10.6970  67.987 1.54970
#> 184 20    1 9.9678e+00  0.09152000  0.2013600 19.2850  86.198 0.66435
#> 185 20    2 1.3099e+01 -0.09229900 -1.0564000 19.2850  86.198 0.66435
#> 186 20    3 1.3113e+01 -0.28162000 -2.2840000 19.2850  86.198 0.66435
#> 187 20    4 1.1842e+01  0.15432000  1.1607000 19.2850  86.198 0.66435
#> 188 20    5 1.0168e+01  0.07892700  0.6561800 19.2850  86.198 0.66435
#> 189 20    6 8.4890e+00  0.08493300  0.6992200 19.2850  86.198 0.66435
#> 190 20    7 6.9724e+00 -0.09213100 -0.6898500 19.2850  86.198 0.66435
#> 191 20    9 4.5823e+00  0.08024000  0.4516500 19.2850  86.198 0.66435
#> 192 20   11 2.9624e+00 -0.03794900 -0.6078200 19.2850  86.198 0.66435
#> 194 21    1 2.5587e+00 -0.12846000 -1.8527000 29.9420  96.831 0.34333
#> 195 21    3 3.9986e+00 -0.11719000 -1.9728000 29.9420  96.831 0.34333
#> 196 21    4 3.8485e+00  0.07314200 -0.3671200 29.9420  96.831 0.34333
#> 197 21    5 3.4729e+00  0.10570000  0.0636740 29.9420  96.831 0.34333
#> 198 21    6 3.0089e+00 -0.03619000 -0.8487000 29.9420  96.831 0.34333
#> 199 21    7 2.5347e+00  0.02970500 -0.2268900 29.9420  96.831 0.34333
#> 200 21    8 2.0919e+00  0.19510000  1.1100000 29.9420  96.831 0.34333
#> 201 21   10 1.3640e+00  0.04841300  0.0903160 29.9420  96.831 0.34333
#> 202 21   12 8.5410e-01 -0.22726000 -1.9483000 29.9420  96.831 0.34333
#> 204 22    1 2.1425e+01 -0.07772000 -1.1746000 34.2390  91.155 1.18500
#> 205 22    2 2.1267e+01  0.12806000  0.2941700 34.2390  91.155 1.18500
#> 206 22    3 1.6610e+01 -0.04515000 -1.0190000 34.2390  91.155 1.18500
#> 207 22    4 1.2021e+01 -0.00092257 -0.6403800 34.2390  91.155 1.18500
#> 208 22    5 8.4441e+00 -0.08811800 -1.2237000 34.2390  91.155 1.18500
#> 209 22    6 5.8572e+00  0.07389400  0.0907280 34.2390  91.155 1.18500
#> 210 22    7 4.0406e+00  0.01717400 -0.2559100 34.2390  91.155 1.18500
#> 212 23    1 1.4522e+01  0.06253400 -0.2408300 10.7110 151.960 1.07010
#> 213 23    2 1.8514e+01 -0.05045100 -1.2076000 10.7110 151.960 1.07010
#> 214 23    3 1.8962e+01 -0.05865200 -1.1808000 10.7110 151.960 1.07010
#> 215 23    4 1.8257e+01 -0.04367900 -0.9107800 10.7110 151.960 1.07010
#> 216 23    5 1.7216e+01 -0.15601000 -1.5863000 10.7110 151.960 1.07010
#> 217 23    6 1.6113e+01  0.08731700  0.4262700 10.7110 151.960 1.07010
#> 218 23    7 1.5040e+01  0.05917100  0.3738600 10.7110 151.960 1.07010
#> 219 23    8 1.4025e+01  0.12089000  0.9872800 10.7110 151.960 1.07010
#> 220 23   10 1.2184e+01  0.03577600  0.5918700 10.7110 151.960 1.07010
#> 221 23   12 1.0582e+01  0.01204800  0.6048500 10.7110 151.960 1.07010
#> 223 24    1 1.5286e+01  0.00418570 -0.6209700 11.0160  84.570 0.50433
#> 224 24    2 2.2651e+01 -0.26139000 -2.5830000 11.0160  84.570 0.50433
#> 225 24    3 2.5459e+01  0.16500000  0.8928200 11.0160  84.570 0.50433
#> 226 24    4 2.5717e+01  0.15061000  1.0648000 11.0160  84.570 0.50433
#> 227 24    5 2.4609e+01 -0.01094000  0.0918400 11.0160  84.570 0.50433
#> 228 24    6 2.2832e+01 -0.13234000 -0.6281900 11.0160  84.570 0.50433
#> 229 24    7 2.0785e+01  0.23215000  2.2760000 11.0160  84.570 0.50433
#> 230 24    8 1.8694e+01 -0.30995000 -1.7253000 11.0160  84.570 0.50433
#> 231 24   10 1.4808e+01 -0.02414600  0.5301000 11.0160  84.570 0.50433
#> 232 24   12 1.1558e+01  0.09450900  1.4236000 11.0160  84.570 0.50433
#> 234 25    1 2.7108e+01  0.04507300  0.0620610 25.5610  78.202 1.33080
#> 235 25    2 2.6713e+01 -0.10495000 -1.0418000 25.5610  78.202 1.33080
#> 236 25    3 2.1158e+01  0.06104900  0.1865600 25.5610  78.202 1.33080
#> 237 25    4 1.5759e+01 -0.01327900 -0.4268800 25.5610  78.202 1.33080
#> 238 25    5 1.1498e+01  0.07936300  0.2288400 25.5610  78.202 1.33080
#> 239 25    6 8.3268e+00  0.05323100  0.0056514 25.5610  78.202 1.33080
#> 240 25    7 6.0144e+00 -0.03065300 -0.6326900 25.5610  78.202 1.33080
#> 241 25    8 4.3399e+00 -0.06679800 -0.8923200 25.5610  78.202 1.33080
#> 242 25    9 3.1305e+00  0.07969600  0.2409600 25.5610  78.202 1.33080
#> 243 25   10 2.2578e+00  0.00095464 -0.3248500 25.5610  78.202 1.33080
#> 245 26    1 1.0933e+01 -0.19237000 -2.3438000 12.9680  85.946 0.34318
#> 246 26    2 1.7159e+01 -0.01860000 -1.1484000 12.9680  85.946 0.34318
#> 247 26    3 2.0260e+01  0.23743000  0.9561300 12.9680  85.946 0.34318
#> 248 26    4 2.1327e+01 -0.06645400 -1.0793000 12.9680  85.946 0.34318
#> 249 26    5 2.1111e+01 -0.02041200 -0.4553600 12.9680  85.946 0.34318
#> 250 26    6 2.0120e+01  0.09393600  0.6571500 12.9680  85.946 0.34318
#> 251 26    7 1.8697e+01  0.06649000  0.6510200 12.9680  85.946 0.34318
#> 252 26    8 1.7068e+01 -0.08307000 -0.3302900 12.9680  85.946 0.34318
#> 253 26   10 1.3724e+01  0.05365400  0.8603600 12.9680  85.946 0.34318
#> 254 26   12 1.0703e+01 -0.00499180  0.4230700 12.9680  85.946 0.34318
#> 256 27    1 4.3322e+01 -0.05960300 -0.6760900 19.9050  58.701 0.95710
#> 257 27    2 4.7499e+01  0.14360000  1.1242000 19.9050  58.701 0.95710
#> 258 27    3 4.0227e+01 -0.06929200 -0.4189000 19.9050  58.701 0.95710
#> 259 27    4 3.1112e+01 -0.04216300 -0.2965000 19.9050  58.701 0.95710
#> 260 27    5 2.3106e+01  0.14080000  0.9369300 19.9050  58.701 0.95710
#> 261 27    6 1.6823e+01  0.01289000 -0.1821700 19.9050  58.701 0.95710
#> 262 27    7 1.2124e+01  0.08380300  0.2425000 19.9050  58.701 0.95710
#> 263 27    8 8.6906e+00 -0.08867500 -1.1212000 19.9050  58.701 0.95710
#> 264 27   10 4.4333e+00 -0.05036200 -0.8184200 19.9050  58.701 0.95710
#> 265 27   12 2.2534e+00  0.05620500  0.0758110 19.9050  58.701 0.95710
#> 267 28    1 8.2497e+01  0.02051600 -0.0042412 17.2100  84.631 1.56870
#> 268 28    2 8.4503e+01  0.02008500 -0.0169360 17.2100  84.631 1.56870
#> 269 28    3 7.2533e+01  0.02063200  0.0211160 17.2100  84.631 1.56870
#> 270 28    4 5.9932e+01 -0.02890700 -0.3122100 17.2100  84.631 1.56870
#> 271 28    5 4.9060e+01 -0.04198300 -0.3787200 17.2100  84.631 1.56870
#> 272 28    6 4.0065e+01  0.01261400  0.0544760 17.2100  84.631 1.56870
#> 273 28    7 3.2699e+01 -0.03636500 -0.3066400 17.2100  84.631 1.56870
#> 274 28    8 2.6684e+01  0.13965000  1.0269000 17.2100  84.631 1.56870
#> 275 28   10 1.7767e+01  0.13523000  0.9863600 17.2100  84.631 1.56870
#> 276 28   12 1.1830e+01 -0.13865000 -1.0903000 17.2100  84.631 1.56870
#> 278 29    1 2.3035e+01 -0.04234200 -1.6466000 30.4780 127.080 0.40331
#> 279 29    3 3.6649e+01  0.10262000 -0.5420700 30.4780 127.080 0.40331
#> 280 29    4 3.5703e+01 -0.02782400 -1.2294000 30.4780 127.080 0.40331
#> 281 29    5 3.2680e+01 -0.20164000 -2.2283000 30.4780 127.080 0.40331
#> 282 29    6 2.8777e+01 -0.00268240 -0.4339300 30.4780 127.080 0.40331
#> 283 29    7 2.4689e+01  0.21794000  1.4808000 30.4780 127.080 0.40331
#> 284 29    8 2.0793e+01 -0.04007100 -0.2717400 30.4780 127.080 0.40331
#> 285 29   10 1.4201e+01 -0.29513000 -1.9231000 30.4780 127.080 0.40331
#> 286 29   12 9.3842e+00  0.13063000  1.4558000 30.4780 127.080 0.40331
#> 288 30    1 6.7041e+01 -0.13769000 -1.3960000 12.1630  85.934 0.98067
#> 289 30    2 8.3337e+01  0.24255000  1.6200000 12.1630  85.934 0.98067
#> 290 30    3 8.1768e+01 -0.07054600 -0.5672200 12.1630  85.934 0.98067
#> 291 30    4 7.4514e+01 -0.02044600 -0.0456080 12.1630  85.934 0.98067
#> 292 30    5 6.6006e+01 -0.14356000 -0.8761800 12.1630  85.934 0.98067
#> 293 30    6 5.7792e+01  0.03959500  0.5783300 12.1630  85.934 0.98067
#> 294 30    7 5.0351e+01  0.13285000  1.3292000 12.1630  85.934 0.98067
#> 295 30    8 4.3775e+01 -0.13445000 -0.6652600 12.1630  85.934 0.98067
#> 296 30   10 3.3016e+01  0.17520000  1.6969000 12.1630  85.934 0.98067
#> 297 30   12 2.4880e+01 -0.06713500 -0.1487900 12.1630  85.934 0.98067
#> 299 31    1 1.3951e+01 -0.04378200 -0.7529000 15.1090  83.503 1.04040
#> 300 31    2 1.6571e+01  0.08081500  0.3780700 15.1090  83.503 1.04040
#> 301 31    3 1.5570e+01  0.10664000  0.7438700 15.1090  83.503 1.04040
#> 302 31    4 1.3608e+01 -0.13727000 -0.9921300 15.1090  83.503 1.04040
#> 303 31    5 1.1573e+01 -0.10568000 -0.6911400 15.1090  83.503 1.04040
#> 304 31    6 9.7344e+00  0.10330000  0.9216500 15.1090  83.503 1.04040
#> 305 31    7 8.1504e+00  0.15332000  1.3131000 15.1090  83.503 1.04040
#> 306 31    8 6.8110e+00 -0.05740100 -0.2795700 15.1090  83.503 1.04040
#> 307 31   10 4.7470e+00 -0.10258000 -0.6375700 15.1090  83.503 1.04040
#> 308 31   12 3.3061e+00  0.07678800  0.6893800 15.1090  83.503 1.04040
#> 310 32    1 1.6890e+01  0.02543100 -0.6048700 22.2730 161.060 1.89500
#> 311 32    2 1.7248e+01  0.01692800 -0.8933800 22.2730 161.060 1.89500
#> 312 32    3 1.5402e+01 -0.17284000 -2.1920000 22.2730 161.060 1.89500
#> 313 32    4 1.3470e+01  0.09352900  0.0384960 22.2730 161.060 1.89500
#> 314 32    5 1.1739e+01  0.10912000  0.3648300 22.2730 161.060 1.89500
#> 315 32    6 1.0224e+01 -0.09528100 -0.9989300 22.2730 161.060 1.89500
#> 316 32    7 8.9039e+00 -0.11836000 -1.0185000 22.2730 161.060 1.89500
#> 317 32    8 7.7539e+00  0.08332400  0.6366200 22.2730 161.060 1.89500
#> 318 32   10 5.8803e+00 -0.12250000 -0.7301400 22.2730 161.060 1.89500
#> 319 32   12 4.4595e+00  0.13018000  1.2982000 22.2730 161.060 1.89500
#> 321 33    1 1.0497e+02  0.00922680  0.1798900  9.8142  71.098 1.68210
#> 322 33    2 1.1096e+02  0.08543500  0.6514100  9.8142  71.098 1.68210
#> 323 33    3 1.0028e+02  0.03824500  0.3469400  9.8142  71.098 1.68210
#> 324 33    4 8.8030e+01  0.03498900  0.4304400  9.8142  71.098 1.68210
#> 325 33    5 7.6805e+01  0.09966100  1.0321000  9.8142  71.098 1.68210
#> 326 33    6 6.6926e+01 -0.12456000 -0.5643600  9.8142  71.098 1.68210
#> 327 33    7 5.8301e+01 -0.07446500 -0.1016700  9.8142  71.098 1.68210
#> 328 33    8 5.0785e+01 -0.14837000 -0.5933100  9.8142  71.098 1.68210
#> 329 33   10 3.8534e+01  0.19454000  2.0928000  9.8142  71.098 1.68210
#> 330 33   12 2.9238e+01  0.01854600  0.8048600  9.8142  71.098 1.68210
#> 332 34    2 8.0560e+00  0.05263100  0.1739500 27.2370  67.039 1.45910
#> 333 34    3 5.8506e+00 -0.07873000 -0.7393500 27.2370  67.039 1.45910
#> 334 34    4 4.0098e+00 -0.22938000 -1.9093000 27.2370  67.039 1.45910
#> 335 34    5 2.6972e+00  0.28283000  1.8805000 27.2370  67.039 1.45910
#> 336 34    6 1.8027e+00 -0.00704600 -0.4093900 27.2370  67.039 1.45910
#> 337 34    7 1.2022e+00 -0.10166000 -1.2036000 27.2370  67.039 1.45910
#> 338 34    9 5.3374e-01  0.10541000  0.2932500 27.2370  67.039 1.45910
#> 339 34   10 3.5555e-01 -0.07185700 -1.0503000 27.2370  67.039 1.45910
#> 341 35    1 3.0587e+01 -0.08491100 -1.2655000 26.1020  65.982 0.69311
#> 342 35    2 3.5888e+01  0.19317000  1.0618000 26.1020  65.982 0.69311
#> 343 35    3 3.1810e+01 -0.19333000 -1.6674000 26.1020  65.982 0.69311
#> 344 35    4 2.5240e+01 -0.02260100 -0.3011200 26.1020  65.982 0.69311
#> 345 35    5 1.8906e+01 -0.00823790 -0.2389600 26.1020  65.982 0.69311
#> 346 35    6 1.3685e+01  0.03399500 -0.0551100 26.1020  65.982 0.69311
#> 347 35    7 9.6917e+00  0.18246000  0.8894200 26.1020  65.982 0.69311
#> 348 35   10 3.2064e+00 -0.10180000 -1.6228000 26.1020  65.982 0.69311
#> 350 36    1 1.3023e+02  0.03580100  0.7723900 23.1080  48.141 1.89000
#> 351 36    2 1.0026e+02  0.06935300  0.5669600 23.1080  48.141 1.89000
#> 352 36    3 6.5010e+01 -0.02706900 -0.5179300 23.1080  48.141 1.89000
#> 353 36    4 4.0676e+01 -0.04932000 -0.8703500 23.1080  48.141 1.89000
#> 354 36    5 2.5238e+01  0.04407300 -0.2350300 23.1080  48.141 1.89000
#> 355 36    6 1.5627e+01 -0.09643500 -1.3136000 23.1080  48.141 1.89000
#> 356 36    7 9.6713e+00  0.21390000  1.0438000 23.1080  48.141 1.89000
#> 357 36    8 5.9847e+00  0.01592100 -0.4273000 23.1080  48.141 1.89000
#> 358 36   10 2.2916e+00 -0.08359200 -1.0714000 23.1080  48.141 1.89000
#> 359 36   12 8.7743e-01  0.01432700 -0.1877100 23.1080  48.141 1.89000
#> 361 37    1 2.2057e+01  0.05728300 -0.2077900 15.9890  75.885 0.46891
#> 362 37    2 3.1667e+01 -0.18653000 -1.9498000 15.9890  75.885 0.46891
#> 363 37    3 3.4285e+01  0.07830500  0.3151700 15.9890  75.885 0.46891
#> 364 37    8 1.9366e+01  0.14685000  1.3637000 15.9890  75.885 0.46891
#> 365 37   12 9.1165e+00 -0.06872400 -0.6587500 15.9890  75.885 0.46891
#> 367 38    1 6.5378e+01  0.08476700  1.2398000 19.9830  54.656 2.46260
#> 368 38    2 5.0928e+01 -0.06241000 -0.5106100 19.9830  54.656 2.46260
#> 369 38    3 3.5807e+01  0.14138000  0.8040500 19.9830  54.656 2.46260
#> 370 38    4 2.4883e+01 -0.14639000 -1.4329000 19.9830  54.656 2.46260
#> 371 38    6 1.1979e+01  0.04765000  0.0828920 19.9830  54.656 2.46260
#> 373 39    1 6.3145e+00  0.00087708 -0.4685700 17.7880 110.330 1.46490
#> 374 39    2 6.8335e+00  0.06680700  0.0167570 17.7880 110.330 1.46490
#> 375 39    3 6.1532e+00 -0.09315500 -1.0872000 17.7880 110.330 1.46490
#> 376 39    4 5.3149e+00  0.07621300  0.3247200 17.7880 110.330 1.46490
#> 377 39    5 4.5416e+00 -0.16108000 -1.3518000 17.7880 110.330 1.46490
#> 378 39    7 3.2943e+00  0.05637000  0.4637400 17.7880 110.330 1.46490
#> 379 39    8 2.8040e+00  0.13052000  1.0776000 17.7880 110.330 1.46490
#> 380 39   10 2.0312e+00 -0.04982800 -0.2315300 17.7880 110.330 1.46490
#> 382 40    1 2.9012e+01  0.16710000  0.9159600 22.9910  98.438 3.50040
#> 383 40    2 2.3845e+01 -0.23003000 -2.3360000 22.9910  98.438 3.50040
#> 384 40    3 1.8905e+01  0.02989100 -0.1934200 22.9910  98.438 3.50040
#> 385 40    4 1.4968e+01  0.05892000  0.2017100 22.9910  98.438 3.50040
#> 386 40    5 1.1850e+01 -0.09876900 -0.8478100 22.9910  98.438 3.50040
#> 387 40    6 9.3822e+00 -0.16437000 -1.2339000 22.9910  98.438 3.50040
#> 388 40    7 7.4280e+00  0.05142800  0.4781700 22.9910  98.438 3.50040
#> 389 40    8 5.8808e+00 -0.00694570  0.0886480 22.9910  98.438 3.50040
#> 390 40   10 3.6862e+00  0.24790000  2.0591000 22.9910  98.438 3.50040
#> 391 40   12 2.3105e+00 -0.13873000 -0.8731000 22.9910  98.438 3.50040
#> 393 41    1 4.2425e+01  0.07012900  0.8266800  9.3156  55.911 1.38500
#> 394 41    2 4.6534e+01 -0.05295400  0.0891360  9.3156  55.911 1.38500
#> 395 41    3 4.2051e+01 -0.11346000 -0.3104600  9.3156  55.911 1.38500
#> 396 41    4 3.6263e+01  0.13918000  1.5993000  9.3156  55.911 1.38500
#> 397 41    5 3.0864e+01  0.21047000  2.1102000  9.3156  55.911 1.38500
#> 398 41    6 2.6169e+01 -0.07409700 -0.0830530  9.3156  55.911 1.38500
#> 399 41    7 2.2163e+01  0.01023100  0.5099300  9.3156  55.911 1.38500
#> 400 41    8 1.8764e+01 -0.17610000 -0.9463200  9.3156  55.911 1.38500
#> 401 41   10 1.3447e+01  0.12735000  1.2584000  9.3156  55.911 1.38500
#> 402 41   12 9.6366e+00 -0.00898410  0.1424100  9.3156  55.911 1.38500
#> 404 42    1 1.1185e+02 -0.00774830  0.0406750 37.2660  47.824 2.10400
#> 405 42    2 6.4951e+01  0.11376000 -0.3242400 37.2660  47.824 2.10400
#> 406 42    3 3.1460e+01 -0.01749700 -1.6388000 37.2660  47.824 2.10400
#> 407 42    4 1.4636e+01 -0.04342600 -1.5594000 37.2660  47.824 2.10400
#> 408 42    6 3.0945e+00  0.01146600 -0.3731500 37.2660  47.824 2.10400
#> 409 42    8 6.5147e-01  0.02843600  0.0301440 37.2660  47.824 2.10400
#> 411 43    1 4.8318e+00 -0.02934900 -0.9231600 19.0340 126.070 1.09440
#> 412 43    2 5.7721e+00  0.00482860 -0.7521000 19.0340 126.070 1.09440
#> 413 43    3 5.5047e+00  0.07181300 -0.1372700 19.0340 126.070 1.09440
#> 414 43    4 4.9146e+00  0.06418700 -0.0269800 19.0340 126.070 1.09440
#> 415 43    5 4.2865e+00  0.09178900  0.3631100 19.0340 126.070 1.09440
#> 416 43    6 3.7062e+00 -0.03944200 -0.4556700 19.0340 126.070 1.09440
#> 417 43    7 3.1936e+00 -0.22345000 -1.6905000 19.0340 126.070 1.09440
#> 418 43    8 2.7484e+00 -0.09037400 -0.5471300 19.0340 126.070 1.09440
#> 419 43   10 2.0330e+00  0.05263100  0.7423900 19.0340 126.070 1.09440
#> 420 43   12 1.5033e+00  0.11092000  1.3102000 19.0340 126.070 1.09440
#> 422 44    1 2.9118e+01 -0.00749780 -0.3942700 40.0860  57.104 1.23880
#> 423 44    2 2.2868e+01 -0.07817300 -1.2920000 40.0860  57.104 1.23880
#> 424 44    3 1.3778e+01  0.09526100 -0.2329800 40.0860  57.104 1.23880
#> 425 44    4 7.5363e+00  0.16370000  0.1880900 40.0860  57.104 1.23880
#> 426 44    5 3.9402e+00 -0.13456000 -1.9837000 40.0860  57.104 1.23880
#> 427 44    6 2.0122e+00 -0.08557600 -1.3889000 40.0860  57.104 1.23880
#> 428 44    7 1.0145e+00  0.07446100  0.0680140 40.0860  57.104 1.23880
#> 429 44    8 5.0775e-01 -0.05466100 -0.7355000 40.0860  57.104 1.23880
#> 430 44   10 1.2585e-01  0.11245000  0.5970300 40.0860  57.104 1.23880
#> 431 44   12 3.1006e-02 -0.03243100 -0.5368500 40.0860  57.104 1.23880
#> 433 45    1 5.1880e+01  0.02159500  0.2926200 27.7580  59.022 1.71030
#> 434 45    4 1.7683e+01  0.01680300 -0.9072300 27.7580  59.022 1.71030
#> 435 45    8 2.7139e+00  0.01331400 -0.6966400 27.7580  59.022 1.71030
#> 436 45   11 6.6200e-01  0.01207800 -0.3429100 27.7580  59.022 1.71030
#> 438 46    1 1.5517e+02  0.04311500  1.0758000 11.6740  44.455 1.67430
#> 439 46    2 1.4842e+02  0.06167000  1.2032000 11.6740  44.455 1.67430
#> 440 46    3 1.1959e+02 -0.02258700  0.3841300 11.6740  44.455 1.67430
#> 441 46    4 9.2993e+01  0.09878900  1.1093000 11.6740  44.455 1.67430
#> 442 46    5 7.1708e+01 -0.02814000 -0.0160700 11.6740  44.455 1.67430
#> 443 46    6 5.5183e+01 -0.12491000 -0.8766500 11.6740  44.455 1.67430
#> 444 46    7 4.2445e+01  0.12145000  0.8934700 11.6740  44.455 1.67430
#> 445 46    8 3.2644e+01  0.19411000  1.3792000 11.6740  44.455 1.67430
#> 446 46    9 2.5105e+01 -0.15474000 -1.2994000 11.6740  44.455 1.67430
#> 447 46   11 1.4848e+01 -0.01938900 -0.2983900 11.6740  44.455 1.67430
#> 449 47    1 7.0883e+01  0.04002800 -0.2106100 11.2530 113.650 1.96010
#> 450 47    4 6.2328e+01  0.00709510 -0.3372900 11.2530 113.650 1.96010
#> 451 47    5 5.6480e+01 -0.07436300 -0.7245400 11.2530 113.650 1.96010
#> 452 47    8 4.1969e+01 -0.00331600  0.3640700 11.2530 113.650 1.96010
#> 453 47   12 2.8244e+01  0.09191500  1.5126000 11.2530 113.650 1.96010
#> 455 48    1 9.1965e+01  0.30452000  3.3693000 10.2800  44.757 3.92500
#> 456 48    2 7.4907e+01 -0.26162000 -1.4146000 10.2800  44.757 3.92500
#> 457 48    3 5.9571e+01 -0.12675000 -0.4617800 10.2800  44.757 3.92500
#> 458 48    4 4.7346e+01  0.04358900  0.7934400 10.2800  44.757 3.92500
#> 459 48    5 3.7630e+01  0.07786900  1.0297000 10.2800  44.757 3.92500
#> 460 48    6 2.9907e+01  0.13450000  1.4412000 10.2800  44.757 3.92500
#> 461 48    7 2.3770e+01 -0.02312900  0.2345100 10.2800  44.757 3.92500
#> 462 48    8 1.8892e+01 -0.19436000 -1.0742000 10.2800  44.757 3.92500
#> 463 48    9 1.5015e+01 -0.18414000 -1.0108000 10.2800  44.757 3.92500
#> 464 48   10 1.1933e+01  0.14301000  1.4484000 10.2800  44.757 3.92500
#> 465 48   11 9.4844e+00 -0.18603000 -1.0598000 10.2800  44.757 3.92500
#> 466 48   12 7.5380e+00  0.21783000  1.9742000 10.2800  44.757 3.92500
#> 468 49    1 1.9858e+01 -0.03866100 -1.1673000 18.4130 150.760 1.02910
#> 469 49    2 2.4671e+01  0.07253100 -0.3768900 18.4130 150.760 1.02910
#> 470 49    3 2.4370e+01  0.00410960 -0.7504300 18.4130 150.760 1.02910
#> 471 49    4 2.2474e+01 -0.09095300 -1.2758000 18.4130 150.760 1.02910
#> 472 49    5 2.0214e+01  0.19126000  1.0555000 18.4130 150.760 1.02910
#> 473 49    6 1.8006e+01 -0.24524000 -2.0661000 18.4130 150.760 1.02910
#> 474 49    7 1.5977e+01  0.05402700  0.3575500 18.4130 150.760 1.02910
#> 475 49    8 1.4155e+01 -0.08510900 -0.5588300 18.4130 150.760 1.02910
#> 476 49   10 1.1094e+01 -0.03457500  0.0292160 18.4130 150.760 1.02910
#> 477 49   12 8.6901e+00  0.12196000  1.3404000 18.4130 150.760 1.02910
#> 479 50    1 6.4334e+01  0.02154400  0.4775500 31.1660  39.413 1.70950
#> 480 50    2 4.0817e+01  0.03216600 -0.2933900 31.1660  39.413 1.70950
#> 481 50    3 2.0617e+01 -0.00956410 -1.2297000 31.1660  39.413 1.70950
#> 482 50    4 9.7311e+00  0.18589000 -0.0508730 31.1660  39.413 1.70950
#> 483 50    5 4.4821e+00 -0.02053800 -1.5527000 31.1660  39.413 1.70950
#> 484 50    6 2.0451e+00 -0.05628000 -1.4799000 31.1660  39.413 1.70950
#> 485 50    7 9.2971e-01  0.07560000 -0.0285050 31.1660  39.413 1.70950
#> 486 50    8 4.2203e-01 -0.14699000 -1.2748000 31.1660  39.413 1.70950
#> 487 50   10 8.6844e-02 -0.07880900 -0.1962200 31.1660  39.413 1.70950
#> 488 50   12 1.7862e-02  0.11968000  1.2797000 31.1660  39.413 1.70950
#> 490 51    1 4.1926e+01  0.01631500 -0.0527550 10.5210  80.379 1.30620
#> 491 51    2 4.8138e+01 -0.00951580 -0.2385700 10.5210  80.379 1.30620
#> 492 51    3 4.5308e+01  0.05169300  0.3256300 10.5210  80.379 1.30620
#> 493 51    4 4.0582e+01  0.10787000  0.8809500 10.5210  80.379 1.30620
#> 494 51    5 3.5829e+01  0.02040400  0.3517000 10.5210  80.379 1.30620
#> 495 51    6 3.1494e+01  0.02780700  0.5304000 10.5210  80.379 1.30620
#> 496 51    8 2.4259e+01 -0.18506000 -0.8791500 10.5210  80.379 1.30620
#> 497 51   10 1.8673e+01 -0.08692700  0.0045329 10.5210  80.379 1.30620
#> 498 51   12 1.4372e+01  0.16751000  2.0196000 10.5210  80.379 1.30620
#> 500 52    1 2.9898e+01 -0.06982700 -0.9819300 11.7460 101.520 1.04760
#> 501 52    2 3.7118e+01  0.20049000  1.1901000 11.7460 101.520 1.04760
#> 502 52    3 3.6741e+01 -0.24580000 -2.0019000 11.7460 101.520 1.04760
#> 503 52    4 3.4017e+01  0.04918300  0.3934300 11.7460 101.520 1.04760
#> 504 52    5 3.0753e+01  0.06136400  0.6158800 11.7460 101.520 1.04760
#> 505 52    6 2.7552e+01 -0.27155000 -1.8036000 11.7460 101.520 1.04760
#> 506 52    7 2.4597e+01  0.07777400  0.9120700 11.7460 101.520 1.04760
#> 507 52    8 2.1929e+01  0.12681000  1.3332000 11.7460 101.520 1.04760
#> 508 52   10 1.7407e+01  0.03691100  0.6973700 11.7460 101.520 1.04760
#> 509 52   12 1.3812e+01  0.00054528  0.4086800 11.7460 101.520 1.04760
#> 511 53    1 1.3954e+01  0.02907300  0.7636400 14.3100  46.439 1.52420
#> 512 53    2 1.3293e+01  0.10737000  1.4841000 14.3100  46.439 1.52420
#> 513 53    3 1.0429e+01 -0.13514000 -0.5282400 14.3100  46.439 1.52420
#> 514 53    4 7.8078e+00 -0.02660900  0.0348030 14.3100  46.439 1.52420
#> 515 53    5 5.7685e+00  0.11813000  0.8853300 14.3100  46.439 1.52420
#> 516 53    6 4.2456e+00  0.14472000  0.8928400 14.3100  46.439 1.52420
#> 517 53    7 3.1211e+00  0.03487700 -0.0721810 14.3100  46.439 1.52420
#> 518 53    8 2.2937e+00 -0.08010700 -1.0210000 14.3100  46.439 1.52420
#> 519 53   10 1.2385e+00 -0.06341000 -0.9310700 14.3100  46.439 1.52420
#> 520 53   12 6.6873e-01  0.04676100 -0.0510060 14.3100  46.439 1.52420
#> 522 54    1 1.6696e+01 -0.10158000 -1.5380000 41.2260  90.404 0.48267
#> 523 54    2 2.0886e+01 -0.01319800 -1.0871000 41.2260  90.404 0.48267
#> 524 54    3 1.9596e+01 -0.06103600 -1.4117000 41.2260  90.404 0.48267
#> 525 54    4 1.6344e+01 -0.02105800 -1.0055000 41.2260  90.404 0.48267
#> 526 54    5 1.2781e+01  0.19712000  0.7455100 41.2260  90.404 0.48267
#> 527 54    6 9.5949e+00 -0.01302200 -0.7668500 41.2260  90.404 0.48267
#> 528 54    7 7.0036e+00  0.09372200  0.0975670 41.2260  90.404 0.48267
#> 529 54    8 5.0081e+00 -0.12741000 -1.5299000 41.2260  90.404 0.48267
#> 530 54   10 2.4512e+00  0.18310000  0.9160200 41.2260  90.404 0.48267
#> 531 54   12 1.1520e+00 -0.21007000 -1.9179000 41.2260  90.404 0.48267
#> 533 55    1 9.8934e+01 -0.00630550 -0.0512920 31.5160  57.635 1.58060
#> 534 55    2 7.7626e+01  0.03289900 -0.1628500 31.5160  57.635 1.58060
#> 535 55    3 4.9121e+01  0.10056000  0.0809450 31.5160  57.635 1.58060
#> 536 55    4 2.9293e+01 -0.07725500 -1.3093000 31.5160  57.635 1.58060
#> 537 55    5 1.7132e+01 -0.16705000 -1.8756000 31.5160  57.635 1.58060
#> 538 55    6 9.9522e+00  0.26203000  1.5477000 31.5160  57.635 1.58060
#> 539 55    7 5.7677e+00 -0.23886000 -2.0685000 31.5160  57.635 1.58060
#> 540 55    9 1.9333e+00  0.06035500  0.4120400 31.5160  57.635 1.58060
#> 541 55   11 6.4769e-01  0.00356880  0.0143560 31.5160  57.635 1.58060
#> 543 56    1 1.3860e+01  0.07936600  1.2735000 10.2410  57.740 2.31850
#> 544 56    4 9.2232e+00 -0.05455800 -0.0300320 10.2410  57.740 2.31850
#> 545 56    5 7.7254e+00  0.12097000  1.3176000 10.2410  57.740 2.31850
#> 546 56    8 4.5377e+00 -0.03476200  0.1492300 10.2410  57.740 2.31850
#> 547 56   10 3.1826e+00 -0.04793900  0.0228800 10.2410  57.740 2.31850
#> 548 56   12 2.2321e+00  0.08865700  1.0122000 10.2410  57.740 2.31850
#> 550 57    1 6.9227e+00 -0.13473000 -1.9686000 24.4530 122.680 0.20826
#> 551 57    2 1.1293e+01  0.17418000  0.0249840 24.4530 122.680 0.20826
#> 552 57    3 1.3817e+01 -0.04535400 -1.6880000 24.4530 122.680 0.20826
#> 553 57    4 1.5026e+01 -0.05830900 -1.6810000 24.4530 122.680 0.20826
#> 554 57    5 1.5320e+01  0.06394800 -0.5701300 24.4530 122.680 0.20826
#> 555 57    6 1.4995e+01 -0.04037900 -1.1387000 24.4530 122.680 0.20826
#> 556 57    7 1.4270e+01 -0.11492000 -1.4757000 24.4530 122.680 0.20826
#> 557 57    8 1.3302e+01  0.11408000  0.4727400 24.4530 122.680 0.20826
#> 558 57    9 1.2207e+01  0.10101000  0.5682600 24.4530 122.680 0.20826
#> 559 57   10 1.1063e+01 -0.07171300 -0.5710700 24.4530 122.680 0.20826
#> 561 58    1 2.5711e+01  0.00773680 -0.5293700 31.1610  96.146 2.05250
#> 562 58    4 1.1812e+01  0.10058000 -0.1497500 31.1610  96.146 2.05250
#> 563 58    5 8.5492e+00 -0.02797600 -0.7956400 31.1610  96.146 2.05250
#> 564 58    6 6.1835e+00 -0.26579000 -2.2875000 31.1610  96.146 2.05250
#> 565 58    7 4.4719e+00  0.08902800  0.6540600 31.1610  96.146 2.05250
#> 566 58    8 3.2340e+00 -0.09399600 -0.5368000 31.1610  96.146 2.05250
#> 567 58   10 1.6913e+00  0.12337000  1.3084000 31.1610  96.146 2.05250
#> 569 59    1 3.3550e+01  0.07867700  0.2457100 10.2520  81.606 0.88692
#> 570 59    2 4.3410e+01 -0.07762100 -0.7281200 10.2520  81.606 0.88692
#> 571 59    3 4.3977e+01 -0.18504000 -1.3119000 10.2520  81.606 0.88692
#> 572 59    4 4.1130e+01  0.19036000  1.7016000 10.2520  81.606 0.88692
#> 573 59    6 3.3242e+01 -0.07616000 -0.1300400 10.2520  81.606 0.88692
#> 574 59    7 2.9481e+01  0.01997700  0.6330200 10.2520  81.606 0.88692
#> 575 59    8 2.6068e+01  0.13434000  1.5092000 10.2520  81.606 0.88692
#> 576 59   12 1.5805e+01 -0.01298600  0.2944900 10.2520  81.606 0.88692
#> 578 60    1 6.5817e+01  0.10990000  1.3867000 17.6650  57.699 2.83310
#> 579 60    2 5.2331e+01 -0.01550400 -0.1181400 17.6650  57.699 2.83310
#> 580 60    3 3.8758e+01  0.03101200  0.1366400 17.6650  57.699 2.83310
#> 581 60    4 2.8550e+01 -0.17933000 -1.4640000 17.6650  57.699 2.83310
#> 582 60    5 2.1021e+01  0.07461900  0.4641100 17.6650  57.699 2.83310
#> 583 60    6 1.5478e+01 -0.05411500 -0.5045200 17.6650  57.699 2.83310
#> 584 60    7 1.1396e+01  0.08110500  0.5174700 17.6650  57.699 2.83310
#> 585 60    8 8.3904e+00  0.14178000  0.9693200 17.6650  57.699 2.83310
#> 586 60   10 4.5484e+00 -0.07001200 -0.6543900 17.6650  57.699 2.83310
#> 587 60   12 2.4657e+00  0.00579400 -0.0951060 17.6650  57.699 2.83310
#> 589 61    1 1.0173e+01  0.04297900  0.3955400 26.5870  68.930 2.38350
#> 590 61    2 7.8553e+00  0.02860000 -0.3127000 26.5870  68.930 2.38350
#> 591 61    4 3.6987e+00 -0.10240000 -1.3165000 26.5870  68.930 2.38350
#> 592 61    5 2.5157e+00  0.08119400  0.1839600 26.5870  68.930 2.38350
#> 593 61    6 1.7107e+00 -0.12900000 -1.3038000 26.5870  68.930 2.38350
#> 594 61    7 1.1632e+00  0.08321600  0.3805600 26.5870  68.930 2.38350
#> 595 61    8 7.9094e-01  0.12525000  0.7525200 26.5870  68.930 2.38350
#> 596 61    9 5.3781e-01 -0.08889300 -0.8335900 26.5870  68.930 2.38350
#> 597 61   10 3.6569e-01  0.03913400  0.1555100 26.5870  68.930 2.38350
#> 598 61   11 2.4866e-01  0.00540810 -0.0877290 26.5870  68.930 2.38350
#> 600 62    1 4.8825e+01  0.04207900  0.3835100 11.9300  78.686 1.87730
#> 601 62    2 4.9427e+01  0.02899800  0.1362800 11.9300  78.686 1.87730
#> 602 62    3 4.3616e+01 -0.04439000 -0.3760400 11.9300  78.686 1.87730
#> 603 62    4 3.7655e+01  0.02961200  0.2764900 11.9300  78.686 1.87730
#> 604 62    5 3.2384e+01  0.09960600  0.8946100 11.9300  78.686 1.87730
#> 605 62    6 2.7833e+01 -0.10536000 -0.5843200 11.9300  78.686 1.87730
#> 606 62    7 2.3918e+01  0.03772900  0.5524200 11.9300  78.686 1.87730
#> 607 62    8 2.0553e+01  0.01640100  0.4290800 11.9300  78.686 1.87730
#> 608 62   10 1.5177e+01  0.05226200  0.7367700 11.9300  78.686 1.87730
#> 610 63    1 3.6355e+01  0.08981200  0.7463700 16.9870  56.371 1.19920
#> 611 63    2 3.7855e+01 -0.09363600 -0.2939700 16.9870  56.371 1.19920
#> 612 63    3 3.1309e+01 -0.17276000 -0.8692900 16.9870  56.371 1.19920
#> 613 63    4 2.4159e+01  0.20660000  1.8465000 16.9870  56.371 1.19920
#> 614 63    5 1.8174e+01  0.03557200  0.3308000 16.9870  56.371 1.19920
#> 615 63    7 1.0041e+01  0.05662200  0.0921260 16.9870  56.371 1.19920
#> 616 63    8 7.4372e+00 -0.04936900 -0.8380600 16.9870  56.371 1.19920
#> 617 63   10 4.0733e+00  0.10476000  0.2104300 16.9870  56.371 1.19920
#> 618 63   11 3.0138e+00 -0.09415700 -1.3027000 16.9870  56.371 1.19920
#> 620 64    1 2.3523e+01  0.11166000  0.1218500 20.3520  88.502 0.63827
#> 621 64    2 3.1116e+01 -0.11653000 -1.4177000 20.3520  88.502 0.63827
#> 622 64    3 3.1287e+01 -0.13158000 -1.2630000 20.3520  88.502 0.63827
#> 623 64    4 2.8326e+01  0.07393100  0.5058100 20.3520  88.502 0.63827
#> 624 64    5 2.4338e+01  0.01981500  0.2278000 20.3520  88.502 0.63827
#> 625 64    6 2.0305e+01  0.01994300  0.2857100 20.3520  88.502 0.63827
#> 626 64    8 1.3495e+01 -0.23305000 -1.6602000 20.3520  88.502 0.63827
#> 627 64    9 1.0865e+01  0.30509000  2.3606000 20.3520  88.502 0.63827
#> 628 64   11 6.9591e+00  0.04899200  0.3208300 20.3520  88.502 0.63827
#> 629 64   12 5.5504e+00 -0.18745000 -1.5037000 20.3520  88.502 0.63827
#> 631 65    1 2.2273e+01 -0.10476000 -1.4684000  9.5706 141.070 1.06080
#> 632 65    2 2.8523e+01  0.18992000  0.6221200  9.5706 141.070 1.06080
#> 633 65    3 2.9321e+01  0.02860900 -0.5076000  9.5706 141.070 1.06080
#> 634 65    4 2.8322e+01 -0.17131000 -1.8497000  9.5706 141.070 1.06080
#> 635 65    5 2.6784e+01  0.01702400 -0.2295400  9.5706 141.070 1.06080
#> 636 65    6 2.5138e+01  0.02116600 -0.0012811  9.5706 141.070 1.06080
#> 637 65    7 2.3527e+01 -0.10105000 -0.7373800  9.5706 141.070 1.06080
#> 638 65    9 2.0559e+01 -0.00774140  0.3066900  9.5706 141.070 1.06080
#> 639 65   10 1.9212e+01 -0.05633000  0.0869140  9.5706 141.070 1.06080
#> 640 65   12 1.6775e+01  0.20296000  2.3031000  9.5706 141.070 1.06080
#>           ETA1        ETA2      ETA3 AGE  HT     WT SECR SEX RACE SMOK HCTZ
#> 2   -0.2677300  0.19829000 -0.163610  55 154  80.97  1.0   2    2    0    1
#> 3   -0.2677300  0.19829000 -0.163610  55 154  80.97  1.0   2    2    0    1
#> 4   -0.2677300  0.19829000 -0.163610  55 154  80.97  1.0   2    2    0    1
#> 5   -0.2677300  0.19829000 -0.163610  55 154  80.97  1.0   2    2    0    1
#> 6   -0.2677300  0.19829000 -0.163610  55 154  80.97  1.0   2    2    0    1
#> 7   -0.2677300  0.19829000 -0.163610  55 154  80.97  1.0   2    2    0    1
#> 8   -0.2677300  0.19829000 -0.163610  55 154  80.97  1.0   2    2    0    1
#> 9   -0.2677300  0.19829000 -0.163610  55 154  80.97  1.0   2    2    0    1
#> 10  -0.2677300  0.19829000 -0.163610  55 154  80.97  1.0   2    2    0    1
#> 12  -0.7096900  0.18606000  0.736900  37 179  93.21  1.2   1    1    1    0
#> 13  -0.7096900  0.18606000  0.736900  37 179  93.21  1.2   1    1    1    0
#> 14  -0.7096900  0.18606000  0.736900  37 179  93.21  1.2   1    1    1    0
#> 15  -0.7096900  0.18606000  0.736900  37 179  93.21  1.2   1    1    1    0
#> 16  -0.7096900  0.18606000  0.736900  37 179  93.21  1.2   1    1    1    0
#> 17  -0.7096900  0.18606000  0.736900  37 179  93.21  1.2   1    1    1    0
#> 18  -0.7096900  0.18606000  0.736900  37 179  93.21  1.2   1    1    1    0
#> 19  -0.7096900  0.18606000  0.736900  37 179  93.21  1.2   1    1    1    0
#> 20  -0.7096900  0.18606000  0.736900  37 179  93.21  1.2   1    1    1    0
#> 21  -0.7096900  0.18606000  0.736900  37 179  93.21  1.2   1    1    1    0
#> 23  -0.4762000  0.20152000  0.435760  35 188  94.35  0.9   1    1    0    0
#> 24  -0.4762000  0.20152000  0.435760  35 188  94.35  0.9   1    1    0    0
#> 25  -0.4762000  0.20152000  0.435760  35 188  94.35  0.9   1    1    0    0
#> 26  -0.4762000  0.20152000  0.435760  35 188  94.35  0.9   1    1    0    0
#> 27  -0.4762000  0.20152000  0.435760  35 188  94.35  0.9   1    1    0    0
#> 28  -0.4762000  0.20152000  0.435760  35 188  94.35  0.9   1    1    0    0
#> 29  -0.4762000  0.20152000  0.435760  35 188  94.35  0.9   1    1    0    0
#> 30  -0.4762000  0.20152000  0.435760  35 188  94.35  0.9   1    1    0    0
#> 31  -0.4762000  0.20152000  0.435760  35 188  94.35  0.9   1    1    0    0
#> 32  -0.4762000  0.20152000  0.435760  35 188  94.35  0.9   1    1    0    0
#> 34   0.0995890 -0.42932000  0.150950  67 168  74.39  0.8   2    2    0    0
#> 35   0.0995890 -0.42932000  0.150950  67 168  74.39  0.8   2    2    0    0
#> 36   0.0995890 -0.42932000  0.150950  67 168  74.39  0.8   2    2    0    0
#> 37   0.0995890 -0.42932000  0.150950  67 168  74.39  0.8   2    2    0    0
#> 38   0.0995890 -0.42932000  0.150950  67 168  74.39  0.8   2    2    0    0
#> 39   0.0995890 -0.42932000  0.150950  67 168  74.39  0.8   2    2    0    0
#> 40   0.0995890 -0.42932000  0.150950  67 168  74.39  0.8   2    2    0    0
#> 41   0.0995890 -0.42932000  0.150950  67 168  74.39  0.8   2    2    0    0
#> 42   0.0995890 -0.42932000  0.150950  67 168  74.39  0.8   2    2    0    0
#> 44  -0.3529400  0.09802600  0.524390  69 165  91.85  1.0   2    2    0    0
#> 45  -0.3529400  0.09802600  0.524390  69 165  91.85  1.0   2    2    0    0
#> 46  -0.3529400  0.09802600  0.524390  69 165  91.85  1.0   2    2    0    0
#> 47  -0.3529400  0.09802600  0.524390  69 165  91.85  1.0   2    2    0    0
#> 48  -0.3529400  0.09802600  0.524390  69 165  91.85  1.0   2    2    0    0
#> 49  -0.3529400  0.09802600  0.524390  69 165  91.85  1.0   2    2    0    0
#> 50  -0.3529400  0.09802600  0.524390  69 165  91.85  1.0   2    2    0    0
#> 51  -0.3529400  0.09802600  0.524390  69 165  91.85  1.0   2    2    0    0
#> 52  -0.3529400  0.09802600  0.524390  69 165  91.85  1.0   2    2    0    0
#> 54  -0.2094000 -0.04955100 -0.507630  52 157 104.30  0.8   2    2    0    1
#> 55  -0.2094000 -0.04955100 -0.507630  52 157 104.30  0.8   2    2    0    1
#> 56  -0.2094000 -0.04955100 -0.507630  52 157 104.30  0.8   2    2    0    1
#> 57  -0.2094000 -0.04955100 -0.507630  52 157 104.30  0.8   2    2    0    1
#> 58  -0.2094000 -0.04955100 -0.507630  52 157 104.30  0.8   2    2    0    1
#> 59  -0.2094000 -0.04955100 -0.507630  52 157 104.30  0.8   2    2    0    1
#> 60  -0.2094000 -0.04955100 -0.507630  52 157 104.30  0.8   2    2    0    1
#> 61  -0.2094000 -0.04955100 -0.507630  52 157 104.30  0.8   2    2    0    1
#> 62  -0.2094000 -0.04955100 -0.507630  52 157 104.30  0.8   2    2    0    1
#> 64  -0.2306200 -0.49262000  0.726630  44 140  90.04  0.9   2    2    0    1
#> 65  -0.2306200 -0.49262000  0.726630  44 140  90.04  0.9   2    2    0    1
#> 66  -0.2306200 -0.49262000  0.726630  44 140  90.04  0.9   2    2    0    1
#> 67  -0.2306200 -0.49262000  0.726630  44 140  90.04  0.9   2    2    0    1
#> 68  -0.2306200 -0.49262000  0.726630  44 140  90.04  0.9   2    2    0    1
#> 69  -0.2306200 -0.49262000  0.726630  44 140  90.04  0.9   2    2    0    1
#> 70  -0.2306200 -0.49262000  0.726630  44 140  90.04  0.9   2    2    0    1
#> 72   0.8649600  0.31834000  0.899480  50 173  98.88  0.9   2    2    1    1
#> 73   0.8649600  0.31834000  0.899480  50 173  98.88  0.9   2    2    1    1
#> 74   0.8649600  0.31834000  0.899480  50 173  98.88  0.9   2    2    1    1
#> 75   0.8649600  0.31834000  0.899480  50 173  98.88  0.9   2    2    1    1
#> 76   0.8649600  0.31834000  0.899480  50 173  98.88  0.9   2    2    1    1
#> 77   0.8649600  0.31834000  0.899480  50 173  98.88  0.9   2    2    1    1
#> 78   0.8649600  0.31834000  0.899480  50 173  98.88  0.9   2    2    1    1
#> 79   0.8649600  0.31834000  0.899480  50 173  98.88  0.9   2    2    1    1
#> 80   0.8649600  0.31834000  0.899480  50 173  98.88  0.9   2    2    1    1
#> 82   0.1838300 -0.28868000  0.108170  61 160  81.42  0.9   2    2    0    1
#> 83   0.1838300 -0.28868000  0.108170  61 160  81.42  0.9   2    2    0    1
#> 84   0.1838300 -0.28868000  0.108170  61 160  81.42  0.9   2    2    0    1
#> 85   0.1838300 -0.28868000  0.108170  61 160  81.42  0.9   2    2    0    1
#> 86   0.1838300 -0.28868000  0.108170  61 160  81.42  0.9   2    2    0    1
#> 87   0.1838300 -0.28868000  0.108170  61 160  81.42  0.9   2    2    0    1
#> 88   0.1838300 -0.28868000  0.108170  61 160  81.42  0.9   2    2    0    1
#> 89   0.1838300 -0.28868000  0.108170  61 160  81.42  0.9   2    2    0    1
#> 91   0.9142300 -0.78827000  0.903260  52 168  87.32  1.8   2    2    0    1
#> 92   0.9142300 -0.78827000  0.903260  52 168  87.32  1.8   2    2    0    1
#> 93   0.9142300 -0.78827000  0.903260  52 168  87.32  1.8   2    2    0    1
#> 94   0.9142300 -0.78827000  0.903260  52 168  87.32  1.8   2    2    0    1
#> 95   0.9142300 -0.78827000  0.903260  52 168  87.32  1.8   2    2    0    1
#> 97   0.0519620  0.18720000  0.288710  59 178  98.43  1.1   1    2    0    0
#> 98   0.0519620  0.18720000  0.288710  59 178  98.43  1.1   1    2    0    0
#> 99   0.0519620  0.18720000  0.288710  59 178  98.43  1.1   1    2    0    0
#> 100  0.0519620  0.18720000  0.288710  59 178  98.43  1.1   1    2    0    0
#> 101  0.0519620  0.18720000  0.288710  59 178  98.43  1.1   1    2    0    0
#> 102  0.0519620  0.18720000  0.288710  59 178  98.43  1.1   1    2    0    0
#> 103  0.0519620  0.18720000  0.288710  59 178  98.43  1.1   1    2    0    0
#> 104  0.0519620  0.18720000  0.288710  59 178  98.43  1.1   1    2    0    0
#> 105  0.0519620  0.18720000  0.288710  59 178  98.43  1.1   1    2    0    0
#> 107  0.6696900  0.01963300 -0.251550  54 159  68.04  1.3   1    2    0    0
#> 108  0.6696900  0.01963300 -0.251550  54 159  68.04  1.3   1    2    0    0
#> 109  0.6696900  0.01963300 -0.251550  54 159  68.04  1.3   1    2    0    0
#> 110  0.6696900  0.01963300 -0.251550  54 159  68.04  1.3   1    2    0    0
#> 111  0.6696900  0.01963300 -0.251550  54 159  68.04  1.3   1    2    0    0
#> 112  0.6696900  0.01963300 -0.251550  54 159  68.04  1.3   1    2    0    0
#> 113  0.6696900  0.01963300 -0.251550  54 159  68.04  1.3   1    2    0    0
#> 114  0.6696900  0.01963300 -0.251550  54 159  68.04  1.3   1    2    0    0
#> 115  0.6696900  0.01963300 -0.251550  54 159  68.04  1.3   1    2    0    0
#> 116  0.6696900  0.01963300 -0.251550  54 159  68.04  1.3   1    2    0    0
#> 118  0.1328700 -0.28590000  0.541810  62 180  81.65  1.1   1    2    0    0
#> 119  0.1328700 -0.28590000  0.541810  62 180  81.65  1.1   1    2    0    0
#> 120  0.1328700 -0.28590000  0.541810  62 180  81.65  1.1   1    2    0    0
#> 121  0.1328700 -0.28590000  0.541810  62 180  81.65  1.1   1    2    0    0
#> 122  0.1328700 -0.28590000  0.541810  62 180  81.65  1.1   1    2    0    0
#> 123  0.1328700 -0.28590000  0.541810  62 180  81.65  1.1   1    2    0    0
#> 124  0.1328700 -0.28590000  0.541810  62 180  81.65  1.1   1    2    0    0
#> 125  0.1328700 -0.28590000  0.541810  62 180  81.65  1.1   1    2    0    0
#> 126  0.1328700 -0.28590000  0.541810  62 180  81.65  1.1   1    2    0    0
#> 127  0.1328700 -0.28590000  0.541810  62 180  81.65  1.1   1    2    0    0
#> 129 -0.0202610  0.43322000 -0.467300  63 172  83.10  1.2   1    1    0    1
#> 130 -0.0202610  0.43322000 -0.467300  63 172  83.10  1.2   1    1    0    1
#> 131 -0.0202610  0.43322000 -0.467300  63 172  83.10  1.2   1    1    0    1
#> 132 -0.0202610  0.43322000 -0.467300  63 172  83.10  1.2   1    1    0    1
#> 133 -0.0202610  0.43322000 -0.467300  63 172  83.10  1.2   1    1    0    1
#> 134 -0.0202610  0.43322000 -0.467300  63 172  83.10  1.2   1    1    0    1
#> 135 -0.0202610  0.43322000 -0.467300  63 172  83.10  1.2   1    1    0    1
#> 136 -0.0202610  0.43322000 -0.467300  63 172  83.10  1.2   1    1    0    1
#> 137 -0.0202610  0.43322000 -0.467300  63 172  83.10  1.2   1    1    0    1
#> 138 -0.0202610  0.43322000 -0.467300  63 172  83.10  1.2   1    1    0    1
#> 140 -0.3382600 -0.08527500 -0.998650  63 170  83.40  1.1   1    1    1    0
#> 141 -0.3382600 -0.08527500 -0.998650  63 170  83.40  1.1   1    1    1    0
#> 142 -0.3382600 -0.08527500 -0.998650  63 170  83.40  1.1   1    1    1    0
#> 143 -0.3382600 -0.08527500 -0.998650  63 170  83.40  1.1   1    1    1    0
#> 144 -0.3382600 -0.08527500 -0.998650  63 170  83.40  1.1   1    1    1    0
#> 145 -0.3382600 -0.08527500 -0.998650  63 170  83.40  1.1   1    1    1    0
#> 146 -0.3382600 -0.08527500 -0.998650  63 170  83.40  1.1   1    1    1    0
#> 147 -0.3382600 -0.08527500 -0.998650  63 170  83.40  1.1   1    1    1    0
#> 148 -0.3382600 -0.08527500 -0.998650  63 170  83.40  1.1   1    1    1    0
#> 149 -0.3382600 -0.08527500 -0.998650  63 170  83.40  1.1   1    1    1    0
#> 151 -0.5454700 -0.42393000  0.559110  63 177 104.10  1.0   1    1    1    1
#> 152 -0.5454700 -0.42393000  0.559110  63 177 104.10  1.0   1    1    1    1
#> 153 -0.5454700 -0.42393000  0.559110  63 177 104.10  1.0   1    1    1    1
#> 154 -0.5454700 -0.42393000  0.559110  63 177 104.10  1.0   1    1    1    1
#> 155 -0.5454700 -0.42393000  0.559110  63 177 104.10  1.0   1    1    1    1
#> 156 -0.5454700 -0.42393000  0.559110  63 177 104.10  1.0   1    1    1    1
#> 157 -0.5454700 -0.42393000  0.559110  63 177 104.10  1.0   1    1    1    1
#> 158 -0.5454700 -0.42393000  0.559110  63 177 104.10  1.0   1    1    1    1
#> 159 -0.5454700 -0.42393000  0.559110  63 177 104.10  1.0   1    1    1    1
#> 160 -0.5454700 -0.42393000  0.559110  63 177 104.10  1.0   1    1    1    1
#> 162 -0.3177900  0.00085736  0.476210  58 187 136.80  1.5   1    2    1    1
#> 163 -0.3177900  0.00085736  0.476210  58 187 136.80  1.5   1    2    1    1
#> 164 -0.3177900  0.00085736  0.476210  58 187 136.80  1.5   1    2    1    1
#> 165 -0.3177900  0.00085736  0.476210  58 187 136.80  1.5   1    2    1    1
#> 166 -0.3177900  0.00085736  0.476210  58 187 136.80  1.5   1    2    1    1
#> 167 -0.3177900  0.00085736  0.476210  58 187 136.80  1.5   1    2    1    1
#> 168 -0.3177900  0.00085736  0.476210  58 187 136.80  1.5   1    2    1    1
#> 169 -0.3177900  0.00085736  0.476210  58 187 136.80  1.5   1    2    1    1
#> 170 -0.3177900  0.00085736  0.476210  58 187 136.80  1.5   1    2    1    1
#> 171 -0.3177900  0.00085736  0.476210  58 187 136.80  1.5   1    2    1    1
#> 173 -0.5062700 -0.12185000  0.071619  66 177  97.30  1.2   1    1    1    0
#> 174 -0.5062700 -0.12185000  0.071619  66 177  97.30  1.2   1    1    1    0
#> 175 -0.5062700 -0.12185000  0.071619  66 177  97.30  1.2   1    1    1    0
#> 176 -0.5062700 -0.12185000  0.071619  66 177  97.30  1.2   1    1    1    0
#> 177 -0.5062700 -0.12185000  0.071619  66 177  97.30  1.2   1    1    1    0
#> 178 -0.5062700 -0.12185000  0.071619  66 177  97.30  1.2   1    1    1    0
#> 179 -0.5062700 -0.12185000  0.071619  66 177  97.30  1.2   1    1    1    0
#> 180 -0.5062700 -0.12185000  0.071619  66 177  97.30  1.2   1    1    1    0
#> 181 -0.5062700 -0.12185000  0.071619  66 177  97.30  1.2   1    1    1    0
#> 182 -0.5062700 -0.12185000  0.071619  66 177  97.30  1.2   1    1    1    0
#> 184  0.0830370  0.11548000 -0.775380  67 181  96.10  1.3   1    1    1    0
#> 185  0.0830370  0.11548000 -0.775380  67 181  96.10  1.3   1    1    1    0
#> 186  0.0830370  0.11548000 -0.775380  67 181  96.10  1.3   1    1    1    0
#> 187  0.0830370  0.11548000 -0.775380  67 181  96.10  1.3   1    1    1    0
#> 188  0.0830370  0.11548000 -0.775380  67 181  96.10  1.3   1    1    1    0
#> 189  0.0830370  0.11548000 -0.775380  67 181  96.10  1.3   1    1    1    0
#> 190  0.0830370  0.11548000 -0.775380  67 181  96.10  1.3   1    1    1    0
#> 191  0.0830370  0.11548000 -0.775380  67 181  96.10  1.3   1    1    1    0
#> 192  0.0830370  0.11548000 -0.775380  67 181  96.10  1.3   1    1    1    0
#> 194  0.5230000  0.23181000 -1.435500  57 180  85.90  1.2   1    1    1    1
#> 195  0.5230000  0.23181000 -1.435500  57 180  85.90  1.2   1    1    1    1
#> 196  0.5230000  0.23181000 -1.435500  57 180  85.90  1.2   1    1    1    1
#> 197  0.5230000  0.23181000 -1.435500  57 180  85.90  1.2   1    1    1    1
#> 198  0.5230000  0.23181000 -1.435500  57 180  85.90  1.2   1    1    1    1
#> 199  0.5230000  0.23181000 -1.435500  57 180  85.90  1.2   1    1    1    1
#> 200  0.5230000  0.23181000 -1.435500  57 180  85.90  1.2   1    1    1    1
#> 201  0.5230000  0.23181000 -1.435500  57 180  85.90  1.2   1    1    1    1
#> 202  0.5230000  0.23181000 -1.435500  57 180  85.90  1.2   1    1    1    1
#> 204  0.6570900  0.17139000 -0.196660  56 170  88.13  0.8   1    2    0    1
#> 205  0.6570900  0.17139000 -0.196660  56 170  88.13  0.8   1    2    0    1
#> 206  0.6570900  0.17139000 -0.196660  56 170  88.13  0.8   1    2    0    1
#> 207  0.6570900  0.17139000 -0.196660  56 170  88.13  0.8   1    2    0    1
#> 208  0.6570900  0.17139000 -0.196660  56 170  88.13  0.8   1    2    0    1
#> 209  0.6570900  0.17139000 -0.196660  56 170  88.13  0.8   1    2    0    1
#> 210  0.6570900  0.17139000 -0.196660  56 170  88.13  0.8   1    2    0    1
#> 212 -0.5050000  0.68246000 -0.298660  57 168  69.08  1.1   2    3    0    1
#> 213 -0.5050000  0.68246000 -0.298660  57 168  69.08  1.1   2    3    0    1
#> 214 -0.5050000  0.68246000 -0.298660  57 168  69.08  1.1   2    3    0    1
#> 215 -0.5050000  0.68246000 -0.298660  57 168  69.08  1.1   2    3    0    1
#> 216 -0.5050000  0.68246000 -0.298660  57 168  69.08  1.1   2    3    0    1
#> 217 -0.5050000  0.68246000 -0.298660  57 168  69.08  1.1   2    3    0    1
#> 218 -0.5050000  0.68246000 -0.298660  57 168  69.08  1.1   2    3    0    1
#> 219 -0.5050000  0.68246000 -0.298660  57 168  69.08  1.1   2    3    0    1
#> 220 -0.5050000  0.68246000 -0.298660  57 168  69.08  1.1   2    3    0    1
#> 221 -0.5050000  0.68246000 -0.298660  57 168  69.08  1.1   2    3    0    1
#> 223 -0.4769500  0.09641500 -1.051000  56 175  74.60  0.8   2    1    0    0
#> 224 -0.4769500  0.09641500 -1.051000  56 175  74.60  0.8   2    1    0    0
#> 225 -0.4769500  0.09641500 -1.051000  56 175  74.60  0.8   2    1    0    0
#> 226 -0.4769500  0.09641500 -1.051000  56 175  74.60  0.8   2    1    0    0
#> 227 -0.4769500  0.09641500 -1.051000  56 175  74.60  0.8   2    1    0    0
#> 228 -0.4769500  0.09641500 -1.051000  56 175  74.60  0.8   2    1    0    0
#> 229 -0.4769500  0.09641500 -1.051000  56 175  74.60  0.8   2    1    0    0
#> 230 -0.4769500  0.09641500 -1.051000  56 175  74.60  0.8   2    1    0    0
#> 231 -0.4769500  0.09641500 -1.051000  56 175  74.60  0.8   2    1    0    0
#> 232 -0.4769500  0.09641500 -1.051000  56 175  74.60  0.8   2    1    0    0
#> 234  0.3648000  0.01813000 -0.080632  61 171  96.62  1.0   1    1    0    1
#> 235  0.3648000  0.01813000 -0.080632  61 171  96.62  1.0   1    1    0    1
#> 236  0.3648000  0.01813000 -0.080632  61 171  96.62  1.0   1    1    0    1
#> 237  0.3648000  0.01813000 -0.080632  61 171  96.62  1.0   1    1    0    1
#> 238  0.3648000  0.01813000 -0.080632  61 171  96.62  1.0   1    1    0    1
#> 239  0.3648000  0.01813000 -0.080632  61 171  96.62  1.0   1    1    0    1
#> 240  0.3648000  0.01813000 -0.080632  61 171  96.62  1.0   1    1    0    1
#> 241  0.3648000  0.01813000 -0.080632  61 171  96.62  1.0   1    1    0    1
#> 242  0.3648000  0.01813000 -0.080632  61 171  96.62  1.0   1    1    0    1
#> 243  0.3648000  0.01813000 -0.080632  61 171  96.62  1.0   1    1    0    1
#> 245 -0.3137700  0.11255000 -1.435900  67 157  66.40  0.9   2    1    0    0
#> 246 -0.3137700  0.11255000 -1.435900  67 157  66.40  0.9   2    1    0    0
#> 247 -0.3137700  0.11255000 -1.435900  67 157  66.40  0.9   2    1    0    0
#> 248 -0.3137700  0.11255000 -1.435900  67 157  66.40  0.9   2    1    0    0
#> 249 -0.3137700  0.11255000 -1.435900  67 157  66.40  0.9   2    1    0    0
#> 250 -0.3137700  0.11255000 -1.435900  67 157  66.40  0.9   2    1    0    0
#> 251 -0.3137700  0.11255000 -1.435900  67 157  66.40  0.9   2    1    0    0
#> 252 -0.3137700  0.11255000 -1.435900  67 157  66.40  0.9   2    1    0    0
#> 253 -0.3137700  0.11255000 -1.435900  67 157  66.40  0.9   2    1    0    0
#> 254 -0.3137700  0.11255000 -1.435900  67 157  66.40  0.9   2    1    0    0
#> 256  0.1147000 -0.26872000 -0.410290  56 177  97.40  1.0   1    1    0    0
#> 257  0.1147000 -0.26872000 -0.410290  56 177  97.40  1.0   1    1    0    0
#> 258  0.1147000 -0.26872000 -0.410290  56 177  97.40  1.0   1    1    0    0
#> 259  0.1147000 -0.26872000 -0.410290  56 177  97.40  1.0   1    1    0    0
#> 260  0.1147000 -0.26872000 -0.410290  56 177  97.40  1.0   1    1    0    0
#> 261  0.1147000 -0.26872000 -0.410290  56 177  97.40  1.0   1    1    0    0
#> 262  0.1147000 -0.26872000 -0.410290  56 177  97.40  1.0   1    1    0    0
#> 263  0.1147000 -0.26872000 -0.410290  56 177  97.40  1.0   1    1    0    0
#> 264  0.1147000 -0.26872000 -0.410290  56 177  97.40  1.0   1    1    0    0
#> 265  0.1147000 -0.26872000 -0.410290  56 177  97.40  1.0   1    1    0    0
#> 267 -0.0307930  0.09713100  0.083805  58 173  78.70  1.4   1    1    0    1
#> 268 -0.0307930  0.09713100  0.083805  58 173  78.70  1.4   1    1    0    1
#> 269 -0.0307930  0.09713100  0.083805  58 173  78.70  1.4   1    1    0    1
#> 270 -0.0307930  0.09713100  0.083805  58 173  78.70  1.4   1    1    0    1
#> 271 -0.0307930  0.09713100  0.083805  58 173  78.70  1.4   1    1    0    1
#> 272 -0.0307930  0.09713100  0.083805  58 173  78.70  1.4   1    1    0    1
#> 273 -0.0307930  0.09713100  0.083805  58 173  78.70  1.4   1    1    0    1
#> 274 -0.0307930  0.09713100  0.083805  58 173  78.70  1.4   1    1    0    1
#> 275 -0.0307930  0.09713100  0.083805  58 173  78.70  1.4   1    1    0    1
#> 276 -0.0307930  0.09713100  0.083805  58 173  78.70  1.4   1    1    0    1
#> 278  0.5407200  0.50365000 -1.274500  53 180  87.60  1.2   1    1    0    1
#> 279  0.5407200  0.50365000 -1.274500  53 180  87.60  1.2   1    1    0    1
#> 280  0.5407200  0.50365000 -1.274500  53 180  87.60  1.2   1    1    0    1
#> 281  0.5407200  0.50365000 -1.274500  53 180  87.60  1.2   1    1    0    1
#> 282  0.5407200  0.50365000 -1.274500  53 180  87.60  1.2   1    1    0    1
#> 283  0.5407200  0.50365000 -1.274500  53 180  87.60  1.2   1    1    0    1
#> 284  0.5407200  0.50365000 -1.274500  53 180  87.60  1.2   1    1    0    1
#> 285  0.5407200  0.50365000 -1.274500  53 180  87.60  1.2   1    1    0    1
#> 286  0.5407200  0.50365000 -1.274500  53 180  87.60  1.2   1    1    0    1
#> 288 -0.3778400  0.11242000 -0.385960  46 175  84.80  1.2   1    1    0    1
#> 289 -0.3778400  0.11242000 -0.385960  46 175  84.80  1.2   1    1    0    1
#> 290 -0.3778400  0.11242000 -0.385960  46 175  84.80  1.2   1    1    0    1
#> 291 -0.3778400  0.11242000 -0.385960  46 175  84.80  1.2   1    1    0    1
#> 292 -0.3778400  0.11242000 -0.385960  46 175  84.80  1.2   1    1    0    1
#> 293 -0.3778400  0.11242000 -0.385960  46 175  84.80  1.2   1    1    0    1
#> 294 -0.3778400  0.11242000 -0.385960  46 175  84.80  1.2   1    1    0    1
#> 295 -0.3778400  0.11242000 -0.385960  46 175  84.80  1.2   1    1    0    1
#> 296 -0.3778400  0.11242000 -0.385960  46 175  84.80  1.2   1    1    0    1
#> 297 -0.3778400  0.11242000 -0.385960  46 175  84.80  1.2   1    1    0    1
#> 299 -0.1609800  0.08372100 -0.326850  30 157  61.70  1.1   2    1    0    0
#> 300 -0.1609800  0.08372100 -0.326850  30 157  61.70  1.1   2    1    0    0
#> 301 -0.1609800  0.08372100 -0.326850  30 157  61.70  1.1   2    1    0    0
#> 302 -0.1609800  0.08372100 -0.326850  30 157  61.70  1.1   2    1    0    0
#> 303 -0.1609800  0.08372100 -0.326850  30 157  61.70  1.1   2    1    0    0
#> 304 -0.1609800  0.08372100 -0.326850  30 157  61.70  1.1   2    1    0    0
#> 305 -0.1609800  0.08372100 -0.326850  30 157  61.70  1.1   2    1    0    0
#> 306 -0.1609800  0.08372100 -0.326850  30 157  61.70  1.1   2    1    0    0
#> 307 -0.1609800  0.08372100 -0.326850  30 157  61.70  1.1   2    1    0    0
#> 308 -0.1609800  0.08372100 -0.326850  30 157  61.70  1.1   2    1    0    0
#> 310  0.2271000  0.74060000  0.272760  56 174  68.72  1.1   2    1    0    1
#> 311  0.2271000  0.74060000  0.272760  56 174  68.72  1.1   2    1    0    1
#> 312  0.2271000  0.74060000  0.272760  56 174  68.72  1.1   2    1    0    1
#> 313  0.2271000  0.74060000  0.272760  56 174  68.72  1.1   2    1    0    1
#> 314  0.2271000  0.74060000  0.272760  56 174  68.72  1.1   2    1    0    1
#> 315  0.2271000  0.74060000  0.272760  56 174  68.72  1.1   2    1    0    1
#> 316  0.2271000  0.74060000  0.272760  56 174  68.72  1.1   2    1    0    1
#> 317  0.2271000  0.74060000  0.272760  56 174  68.72  1.1   2    1    0    1
#> 318  0.2271000  0.74060000  0.272760  56 174  68.72  1.1   2    1    0    1
#> 319  0.2271000  0.74060000  0.272760  56 174  68.72  1.1   2    1    0    1
#> 321 -0.5924400 -0.07710300  0.153600  54 180  76.43  1.0   1    1    0    0
#> 322 -0.5924400 -0.07710300  0.153600  54 180  76.43  1.0   1    1    0    0
#> 323 -0.5924400 -0.07710300  0.153600  54 180  76.43  1.0   1    1    0    0
#> 324 -0.5924400 -0.07710300  0.153600  54 180  76.43  1.0   1    1    0    0
#> 325 -0.5924400 -0.07710300  0.153600  54 180  76.43  1.0   1    1    0    0
#> 326 -0.5924400 -0.07710300  0.153600  54 180  76.43  1.0   1    1    0    0
#> 327 -0.5924400 -0.07710300  0.153600  54 180  76.43  1.0   1    1    0    0
#> 328 -0.5924400 -0.07710300  0.153600  54 180  76.43  1.0   1    1    0    0
#> 329 -0.5924400 -0.07710300  0.153600  54 180  76.43  1.0   1    1    0    0
#> 330 -0.5924400 -0.07710300  0.153600  54 180  76.43  1.0   1    1    0    0
#> 332  0.4283100 -0.13590000  0.011405  34 170  77.34  1.0   1    1    0    0
#> 333  0.4283100 -0.13590000  0.011405  34 170  77.34  1.0   1    1    0    0
#> 334  0.4283100 -0.13590000  0.011405  34 170  77.34  1.0   1    1    0    0
#> 335  0.4283100 -0.13590000  0.011405  34 170  77.34  1.0   1    1    0    0
#> 336  0.4283100 -0.13590000  0.011405  34 170  77.34  1.0   1    1    0    0
#> 337  0.4283100 -0.13590000  0.011405  34 170  77.34  1.0   1    1    0    0
#> 338  0.4283100 -0.13590000  0.011405  34 170  77.34  1.0   1    1    0    0
#> 339  0.4283100 -0.13590000  0.011405  34 170  77.34  1.0   1    1    0    0
#> 341  0.3857600 -0.15179000 -0.733000  52 183  89.36  1.1   1    1    0    1
#> 342  0.3857600 -0.15179000 -0.733000  52 183  89.36  1.1   1    1    0    1
#> 343  0.3857600 -0.15179000 -0.733000  52 183  89.36  1.1   1    1    0    1
#> 344  0.3857600 -0.15179000 -0.733000  52 183  89.36  1.1   1    1    0    1
#> 345  0.3857600 -0.15179000 -0.733000  52 183  89.36  1.1   1    1    0    1
#> 346  0.3857600 -0.15179000 -0.733000  52 183  89.36  1.1   1    1    0    1
#> 347  0.3857600 -0.15179000 -0.733000  52 183  89.36  1.1   1    1    0    1
#> 348  0.3857600 -0.15179000 -0.733000  52 183  89.36  1.1   1    1    0    1
#> 350  0.2638900 -0.46702000  0.270130  47 175  93.21  1.1   1    1    0    1
#> 351  0.2638900 -0.46702000  0.270130  47 175  93.21  1.1   1    1    0    1
#> 352  0.2638900 -0.46702000  0.270130  47 175  93.21  1.1   1    1    0    1
#> 353  0.2638900 -0.46702000  0.270130  47 175  93.21  1.1   1    1    0    1
#> 354  0.2638900 -0.46702000  0.270130  47 175  93.21  1.1   1    1    0    1
#> 355  0.2638900 -0.46702000  0.270130  47 175  93.21  1.1   1    1    0    1
#> 356  0.2638900 -0.46702000  0.270130  47 175  93.21  1.1   1    1    0    1
#> 357  0.2638900 -0.46702000  0.270130  47 175  93.21  1.1   1    1    0    1
#> 358  0.2638900 -0.46702000  0.270130  47 175  93.21  1.1   1    1    0    1
#> 359  0.2638900 -0.46702000  0.270130  47 175  93.21  1.1   1    1    0    1
#> 361 -0.1044000 -0.01194300 -1.123800  66 155  93.44  1.4   1    1    0    1
#> 362 -0.1044000 -0.01194300 -1.123800  66 155  93.44  1.4   1    1    0    1
#> 363 -0.1044000 -0.01194300 -1.123800  66 155  93.44  1.4   1    1    0    1
#> 364 -0.1044000 -0.01194300 -1.123800  66 155  93.44  1.4   1    1    0    1
#> 365 -0.1044000 -0.01194300 -1.123800  66 155  93.44  1.4   1    1    0    1
#> 367  0.1186100 -0.34010000  0.534780  66 160  62.14  1.1   1    2    1    0
#> 368  0.1186100 -0.34010000  0.534780  66 160  62.14  1.1   1    2    1    0
#> 369  0.1186100 -0.34010000  0.534780  66 160  62.14  1.1   1    2    1    0
#> 370  0.1186100 -0.34010000  0.534780  66 160  62.14  1.1   1    2    1    0
#> 371  0.1186100 -0.34010000  0.534780  66 160  62.14  1.1   1    2    1    0
#> 373  0.0022479  0.36232000  0.015372  51 178  97.07  1.0   1    1    0    1
#> 374  0.0022479  0.36232000  0.015372  51 178  97.07  1.0   1    1    0    1
#> 375  0.0022479  0.36232000  0.015372  51 178  97.07  1.0   1    1    0    1
#> 376  0.0022479  0.36232000  0.015372  51 178  97.07  1.0   1    1    0    1
#> 377  0.0022479  0.36232000  0.015372  51 178  97.07  1.0   1    1    0    1
#> 378  0.0022479  0.36232000  0.015372  51 178  97.07  1.0   1    1    0    1
#> 379  0.0022479  0.36232000  0.015372  51 178  97.07  1.0   1    1    0    1
#> 380  0.0022479  0.36232000  0.015372  51 178  97.07  1.0   1    1    0    1
#> 382  0.2588200  0.24826000  0.886430  24 181  80.29  1.4   1    1    0    0
#> 383  0.2588200  0.24826000  0.886430  24 181  80.29  1.4   1    1    0    0
#> 384  0.2588200  0.24826000  0.886430  24 181  80.29  1.4   1    1    0    0
#> 385  0.2588200  0.24826000  0.886430  24 181  80.29  1.4   1    1    0    0
#> 386  0.2588200  0.24826000  0.886430  24 181  80.29  1.4   1    1    0    0
#> 387  0.2588200  0.24826000  0.886430  24 181  80.29  1.4   1    1    0    0
#> 388  0.2588200  0.24826000  0.886430  24 181  80.29  1.4   1    1    0    0
#> 389  0.2588200  0.24826000  0.886430  24 181  80.29  1.4   1    1    0    0
#> 390  0.2588200  0.24826000  0.886430  24 181  80.29  1.4   1    1    0    0
#> 391  0.2588200  0.24826000  0.886430  24 181  80.29  1.4   1    1    0    0
#> 393 -0.6445800 -0.31740000 -0.040775  33 176  80.74  1.3   1    1    0    0
#> 394 -0.6445800 -0.31740000 -0.040775  33 176  80.74  1.3   1    1    0    0
#> 395 -0.6445800 -0.31740000 -0.040775  33 176  80.74  1.3   1    1    0    0
#> 396 -0.6445800 -0.31740000 -0.040775  33 176  80.74  1.3   1    1    0    0
#> 397 -0.6445800 -0.31740000 -0.040775  33 176  80.74  1.3   1    1    0    0
#> 398 -0.6445800 -0.31740000 -0.040775  33 176  80.74  1.3   1    1    0    0
#> 399 -0.6445800 -0.31740000 -0.040775  33 176  80.74  1.3   1    1    0    0
#> 400 -0.6445800 -0.31740000 -0.040775  33 176  80.74  1.3   1    1    0    0
#> 401 -0.6445800 -0.31740000 -0.040775  33 176  80.74  1.3   1    1    0    0
#> 402 -0.6445800 -0.31740000 -0.040775  33 176  80.74  1.3   1    1    0    0
#> 404  0.7418100 -0.47364000  0.377420  41 168  84.37  1.5   1    1    0    1
#> 405  0.7418100 -0.47364000  0.377420  41 168  84.37  1.5   1    1    0    1
#> 406  0.7418100 -0.47364000  0.377420  41 168  84.37  1.5   1    1    0    1
#> 407  0.7418100 -0.47364000  0.377420  41 168  84.37  1.5   1    1    0    1
#> 408  0.7418100 -0.47364000  0.377420  41 168  84.37  1.5   1    1    0    1
#> 409  0.7418100 -0.47364000  0.377420  41 168  84.37  1.5   1    1    0    1
#> 411  0.0699470  0.49570000 -0.276230  38 173  67.13  1.2   1    1    0    0
#> 412  0.0699470  0.49570000 -0.276230  38 173  67.13  1.2   1    1    0    0
#> 413  0.0699470  0.49570000 -0.276230  38 173  67.13  1.2   1    1    0    0
#> 414  0.0699470  0.49570000 -0.276230  38 173  67.13  1.2   1    1    0    0
#> 415  0.0699470  0.49570000 -0.276230  38 173  67.13  1.2   1    1    0    0
#> 416  0.0699470  0.49570000 -0.276230  38 173  67.13  1.2   1    1    0    0
#> 417  0.0699470  0.49570000 -0.276230  38 173  67.13  1.2   1    1    0    0
#> 418  0.0699470  0.49570000 -0.276230  38 173  67.13  1.2   1    1    0    0
#> 419  0.0699470  0.49570000 -0.276230  38 173  67.13  1.2   1    1    0    0
#> 420  0.0699470  0.49570000 -0.276230  38 173  67.13  1.2   1    1    0    0
#> 422  0.8147600 -0.29630000 -0.152320  54 183 103.40  1.1   1    1    1    0
#> 423  0.8147600 -0.29630000 -0.152320  54 183 103.40  1.1   1    1    1    0
#> 424  0.8147600 -0.29630000 -0.152320  54 183 103.40  1.1   1    1    1    0
#> 425  0.8147600 -0.29630000 -0.152320  54 183 103.40  1.1   1    1    1    0
#> 426  0.8147600 -0.29630000 -0.152320  54 183 103.40  1.1   1    1    1    0
#> 427  0.8147600 -0.29630000 -0.152320  54 183 103.40  1.1   1    1    1    0
#> 428  0.8147600 -0.29630000 -0.152320  54 183 103.40  1.1   1    1    1    0
#> 429  0.8147600 -0.29630000 -0.152320  54 183 103.40  1.1   1    1    1    0
#> 430  0.8147600 -0.29630000 -0.152320  54 183 103.40  1.1   1    1    1    0
#> 431  0.8147600 -0.29630000 -0.152320  54 183 103.40  1.1   1    1    1    0
#> 433  0.4472500 -0.26326000  0.170240  51 170  83.14  1.2   1    2    1    1
#> 434  0.4472500 -0.26326000  0.170240  51 170  83.14  1.2   1    2    1    1
#> 435  0.4472500 -0.26326000  0.170240  51 170  83.14  1.2   1    2    1    1
#> 436  0.4472500 -0.26326000  0.170240  51 170  83.14  1.2   1    2    1    1
#> 438 -0.4189200 -0.54669000  0.148980  58 159  69.31  1.1   2    2    1    1
#> 439 -0.4189200 -0.54669000  0.148980  58 159  69.31  1.1   2    2    1    1
#> 440 -0.4189200 -0.54669000  0.148980  58 159  69.31  1.1   2    2    1    1
#> 441 -0.4189200 -0.54669000  0.148980  58 159  69.31  1.1   2    2    1    1
#> 442 -0.4189200 -0.54669000  0.148980  58 159  69.31  1.1   2    2    1    1
#> 443 -0.4189200 -0.54669000  0.148980  58 159  69.31  1.1   2    2    1    1
#> 444 -0.4189200 -0.54669000  0.148980  58 159  69.31  1.1   2    2    1    1
#> 445 -0.4189200 -0.54669000  0.148980  58 159  69.31  1.1   2    2    1    1
#> 446 -0.4189200 -0.54669000  0.148980  58 159  69.31  1.1   2    2    1    1
#> 447 -0.4189200 -0.54669000  0.148980  58 159  69.31  1.1   2    2    1    1
#> 449 -0.4556400  0.39196000  0.306570  56 187 108.20  1.0   1    1    1    1
#> 450 -0.4556400  0.39196000  0.306570  56 187 108.20  1.0   1    1    1    1
#> 451 -0.4556400  0.39196000  0.306570  56 187 108.20  1.0   1    1    1    1
#> 452 -0.4556400  0.39196000  0.306570  56 187 108.20  1.0   1    1    1    1
#> 453 -0.4556400  0.39196000  0.306570  56 187 108.20  1.0   1    1    1    1
#> 455 -0.5460500 -0.53992000  1.000900  63 178  93.80  1.0   1    1    1    1
#> 456 -0.5460500 -0.53992000  1.000900  63 178  93.80  1.0   1    1    1    1
#> 457 -0.5460500 -0.53992000  1.000900  63 178  93.80  1.0   1    1    1    1
#> 458 -0.5460500 -0.53992000  1.000900  63 178  93.80  1.0   1    1    1    1
#> 459 -0.5460500 -0.53992000  1.000900  63 178  93.80  1.0   1    1    1    1
#> 460 -0.5460500 -0.53992000  1.000900  63 178  93.80  1.0   1    1    1    1
#> 461 -0.5460500 -0.53992000  1.000900  63 178  93.80  1.0   1    1    1    1
#> 462 -0.5460500 -0.53992000  1.000900  63 178  93.80  1.0   1    1    1    1
#> 463 -0.5460500 -0.53992000  1.000900  63 178  93.80  1.0   1    1    1    1
#> 464 -0.5460500 -0.53992000  1.000900  63 178  93.80  1.0   1    1    1    1
#> 465 -0.5460500 -0.53992000  1.000900  63 178  93.80  1.0   1    1    1    1
#> 466 -0.5460500 -0.53992000  1.000900  63 178  93.80  1.0   1    1    1    1
#> 468  0.0368020  0.67453000 -0.337790  50 157 125.40  0.7   2    1    1    1
#> 469  0.0368020  0.67453000 -0.337790  50 157 125.40  0.7   2    1    1    1
#> 470  0.0368020  0.67453000 -0.337790  50 157 125.40  0.7   2    1    1    1
#> 471  0.0368020  0.67453000 -0.337790  50 157 125.40  0.7   2    1    1    1
#> 472  0.0368020  0.67453000 -0.337790  50 157 125.40  0.7   2    1    1    1
#> 473  0.0368020  0.67453000 -0.337790  50 157 125.40  0.7   2    1    1    1
#> 474  0.0368020  0.67453000 -0.337790  50 157 125.40  0.7   2    1    1    1
#> 475  0.0368020  0.67453000 -0.337790  50 157 125.40  0.7   2    1    1    1
#> 476  0.0368020  0.67453000 -0.337790  50 157 125.40  0.7   2    1    1    1
#> 477  0.0368020  0.67453000 -0.337790  50 157 125.40  0.7   2    1    1    1
#> 479  0.5630700 -0.66706000  0.169760  62 147  51.03  0.8   2    2    0    1
#> 480  0.5630700 -0.66706000  0.169760  62 147  51.03  0.8   2    2    0    1
#> 481  0.5630700 -0.66706000  0.169760  62 147  51.03  0.8   2    2    0    1
#> 482  0.5630700 -0.66706000  0.169760  62 147  51.03  0.8   2    2    0    1
#> 483  0.5630700 -0.66706000  0.169760  62 147  51.03  0.8   2    2    0    1
#> 484  0.5630700 -0.66706000  0.169760  62 147  51.03  0.8   2    2    0    1
#> 485  0.5630700 -0.66706000  0.169760  62 147  51.03  0.8   2    2    0    1
#> 486  0.5630700 -0.66706000  0.169760  62 147  51.03  0.8   2    2    0    1
#> 487  0.5630700 -0.66706000  0.169760  62 147  51.03  0.8   2    2    0    1
#> 488  0.5630700 -0.66706000  0.169760  62 147  51.03  0.8   2    2    0    1
#> 490 -0.5228900  0.04559300 -0.099348  48 185  96.30  1.1   1    2    0    1
#> 491 -0.5228900  0.04559300 -0.099348  48 185  96.30  1.1   1    2    0    1
#> 492 -0.5228900  0.04559300 -0.099348  48 185  96.30  1.1   1    2    0    1
#> 493 -0.5228900  0.04559300 -0.099348  48 185  96.30  1.1   1    2    0    1
#> 494 -0.5228900  0.04559300 -0.099348  48 185  96.30  1.1   1    2    0    1
#> 495 -0.5228900  0.04559300 -0.099348  48 185  96.30  1.1   1    2    0    1
#> 496 -0.5228900  0.04559300 -0.099348  48 185  96.30  1.1   1    2    0    1
#> 497 -0.5228900  0.04559300 -0.099348  48 185  96.30  1.1   1    2    0    1
#> 498 -0.5228900  0.04559300 -0.099348  48 185  96.30  1.1   1    2    0    1
#> 500 -0.4128000  0.27905000 -0.319890  57 165  70.53  1.0   2    1    0    0
#> 501 -0.4128000  0.27905000 -0.319890  57 165  70.53  1.0   2    1    0    0
#> 502 -0.4128000  0.27905000 -0.319890  57 165  70.53  1.0   2    1    0    0
#> 503 -0.4128000  0.27905000 -0.319890  57 165  70.53  1.0   2    1    0    0
#> 504 -0.4128000  0.27905000 -0.319890  57 165  70.53  1.0   2    1    0    0
#> 505 -0.4128000  0.27905000 -0.319890  57 165  70.53  1.0   2    1    0    0
#> 506 -0.4128000  0.27905000 -0.319890  57 165  70.53  1.0   2    1    0    0
#> 507 -0.4128000  0.27905000 -0.319890  57 165  70.53  1.0   2    1    0    0
#> 508 -0.4128000  0.27905000 -0.319890  57 165  70.53  1.0   2    1    0    0
#> 509 -0.4128000  0.27905000 -0.319890  57 165  70.53  1.0   2    1    0    0
#> 511 -0.2152900 -0.50303000  0.055032  67 160  83.24  1.0   2    1    0    0
#> 512 -0.2152900 -0.50303000  0.055032  67 160  83.24  1.0   2    1    0    0
#> 513 -0.2152900 -0.50303000  0.055032  67 160  83.24  1.0   2    1    0    0
#> 514 -0.2152900 -0.50303000  0.055032  67 160  83.24  1.0   2    1    0    0
#> 515 -0.2152900 -0.50303000  0.055032  67 160  83.24  1.0   2    1    0    0
#> 516 -0.2152900 -0.50303000  0.055032  67 160  83.24  1.0   2    1    0    0
#> 517 -0.2152900 -0.50303000  0.055032  67 160  83.24  1.0   2    1    0    0
#> 518 -0.2152900 -0.50303000  0.055032  67 160  83.24  1.0   2    1    0    0
#> 519 -0.2152900 -0.50303000  0.055032  67 160  83.24  1.0   2    1    0    0
#> 520 -0.2152900 -0.50303000  0.055032  67 160  83.24  1.0   2    1    0    0
#> 522  0.8428000  0.16313000 -1.094900  39 169  78.25  1.0   2    2    1    1
#> 523  0.8428000  0.16313000 -1.094900  39 169  78.25  1.0   2    2    1    1
#> 524  0.8428000  0.16313000 -1.094900  39 169  78.25  1.0   2    2    1    1
#> 525  0.8428000  0.16313000 -1.094900  39 169  78.25  1.0   2    2    1    1
#> 526  0.8428000  0.16313000 -1.094900  39 169  78.25  1.0   2    2    1    1
#> 527  0.8428000  0.16313000 -1.094900  39 169  78.25  1.0   2    2    1    1
#> 528  0.8428000  0.16313000 -1.094900  39 169  78.25  1.0   2    2    1    1
#> 529  0.8428000  0.16313000 -1.094900  39 169  78.25  1.0   2    2    1    1
#> 530  0.8428000  0.16313000 -1.094900  39 169  78.25  1.0   2    2    1    1
#> 531  0.8428000  0.16313000 -1.094900  39 169  78.25  1.0   2    2    1    1
#> 533  0.5742300 -0.28704000  0.091381  47 168  72.12  0.7   2    1    0    1
#> 534  0.5742300 -0.28704000  0.091381  47 168  72.12  0.7   2    1    0    1
#> 535  0.5742300 -0.28704000  0.091381  47 168  72.12  0.7   2    1    0    1
#> 536  0.5742300 -0.28704000  0.091381  47 168  72.12  0.7   2    1    0    1
#> 537  0.5742300 -0.28704000  0.091381  47 168  72.12  0.7   2    1    0    1
#> 538  0.5742300 -0.28704000  0.091381  47 168  72.12  0.7   2    1    0    1
#> 539  0.5742300 -0.28704000  0.091381  47 168  72.12  0.7   2    1    0    1
#> 540  0.5742300 -0.28704000  0.091381  47 168  72.12  0.7   2    1    0    1
#> 541  0.5742300 -0.28704000  0.091381  47 168  72.12  0.7   2    1    0    1
#> 543 -0.5498400 -0.28522000  0.474490  36 157  88.45  0.9   2    2    0    1
#> 544 -0.5498400 -0.28522000  0.474490  36 157  88.45  0.9   2    2    0    1
#> 545 -0.5498400 -0.28522000  0.474490  36 157  88.45  0.9   2    2    0    1
#> 546 -0.5498400 -0.28522000  0.474490  36 157  88.45  0.9   2    2    0    1
#> 547 -0.5498400 -0.28522000  0.474490  36 157  88.45  0.9   2    2    0    1
#> 548 -0.5498400 -0.28522000  0.474490  36 157  88.45  0.9   2    2    0    1
#> 550  0.3204900  0.46845000 -1.935400  63 173  73.94  0.9   1    1    0    1
#> 551  0.3204900  0.46845000 -1.935400  63 173  73.94  0.9   1    1    0    1
#> 552  0.3204900  0.46845000 -1.935400  63 173  73.94  0.9   1    1    0    1
#> 553  0.3204900  0.46845000 -1.935400  63 173  73.94  0.9   1    1    0    1
#> 554  0.3204900  0.46845000 -1.935400  63 173  73.94  0.9   1    1    0    1
#> 555  0.3204900  0.46845000 -1.935400  63 173  73.94  0.9   1    1    0    1
#> 556  0.3204900  0.46845000 -1.935400  63 173  73.94  0.9   1    1    0    1
#> 557  0.3204900  0.46845000 -1.935400  63 173  73.94  0.9   1    1    0    1
#> 558  0.3204900  0.46845000 -1.935400  63 173  73.94  0.9   1    1    0    1
#> 559  0.3204900  0.46845000 -1.935400  63 173  73.94  0.9   1    1    0    1
#> 561  0.5628900  0.22471000  0.352630  61 178  67.27  1.1   1    1    0    0
#> 562  0.5628900  0.22471000  0.352630  61 178  67.27  1.1   1    1    0    0
#> 563  0.5628900  0.22471000  0.352630  61 178  67.27  1.1   1    1    0    0
#> 564  0.5628900  0.22471000  0.352630  61 178  67.27  1.1   1    1    0    0
#> 565  0.5628900  0.22471000  0.352630  61 178  67.27  1.1   1    1    0    0
#> 566  0.5628900  0.22471000  0.352630  61 178  67.27  1.1   1    1    0    0
#> 567  0.5628900  0.22471000  0.352630  61 178  67.27  1.1   1    1    0    0
#> 569 -0.5487700  0.06073900 -0.486440  53 157  55.02  0.8   2    1    0    1
#> 570 -0.5487700  0.06073900 -0.486440  53 157  55.02  0.8   2    1    0    1
#> 571 -0.5487700  0.06073900 -0.486440  53 157  55.02  0.8   2    1    0    1
#> 572 -0.5487700  0.06073900 -0.486440  53 157  55.02  0.8   2    1    0    1
#> 573 -0.5487700  0.06073900 -0.486440  53 157  55.02  0.8   2    1    0    1
#> 574 -0.5487700  0.06073900 -0.486440  53 157  55.02  0.8   2    1    0    1
#> 575 -0.5487700  0.06073900 -0.486440  53 157  55.02  0.8   2    1    0    1
#> 576 -0.5487700  0.06073900 -0.486440  53 157  55.02  0.8   2    1    0    1
#> 578 -0.0046978 -0.28592000  0.674930  55 173  78.70  1.1   1    1    0    0
#> 579 -0.0046978 -0.28592000  0.674930  55 173  78.70  1.1   1    1    0    0
#> 580 -0.0046978 -0.28592000  0.674930  55 173  78.70  1.1   1    1    0    0
#> 581 -0.0046978 -0.28592000  0.674930  55 173  78.70  1.1   1    1    0    0
#> 582 -0.0046978 -0.28592000  0.674930  55 173  78.70  1.1   1    1    0    0
#> 583 -0.0046978 -0.28592000  0.674930  55 173  78.70  1.1   1    1    0    0
#> 584 -0.0046978 -0.28592000  0.674930  55 173  78.70  1.1   1    1    0    0
#> 585 -0.0046978 -0.28592000  0.674930  55 173  78.70  1.1   1    1    0    0
#> 586 -0.0046978 -0.28592000  0.674930  55 173  78.70  1.1   1    1    0    0
#> 587 -0.0046978 -0.28592000  0.674930  55 173  78.70  1.1   1    1    0    0
#> 589  0.4041700 -0.10807000  0.502120  58 179  94.57  1.0   1    1    0    0
#> 590  0.4041700 -0.10807000  0.502120  58 179  94.57  1.0   1    1    0    0
#> 591  0.4041700 -0.10807000  0.502120  58 179  94.57  1.0   1    1    0    0
#> 592  0.4041700 -0.10807000  0.502120  58 179  94.57  1.0   1    1    0    0
#> 593  0.4041700 -0.10807000  0.502120  58 179  94.57  1.0   1    1    0    0
#> 594  0.4041700 -0.10807000  0.502120  58 179  94.57  1.0   1    1    0    0
#> 595  0.4041700 -0.10807000  0.502120  58 179  94.57  1.0   1    1    0    0
#> 596  0.4041700 -0.10807000  0.502120  58 179  94.57  1.0   1    1    0    0
#> 597  0.4041700 -0.10807000  0.502120  58 179  94.57  1.0   1    1    0    0
#> 598  0.4041700 -0.10807000  0.502120  58 179  94.57  1.0   1    1    0    0
#> 600 -0.3972100  0.02430100  0.263420  56 179 102.30  1.2   1    1    0    1
#> 601 -0.3972100  0.02430100  0.263420  56 179 102.30  1.2   1    1    0    1
#> 602 -0.3972100  0.02430100  0.263420  56 179 102.30  1.2   1    1    0    1
#> 603 -0.3972100  0.02430100  0.263420  56 179 102.30  1.2   1    1    0    1
#> 604 -0.3972100  0.02430100  0.263420  56 179 102.30  1.2   1    1    0    1
#> 605 -0.3972100  0.02430100  0.263420  56 179 102.30  1.2   1    1    0    1
#> 606 -0.3972100  0.02430100  0.263420  56 179 102.30  1.2   1    1    0    1
#> 607 -0.3972100  0.02430100  0.263420  56 179 102.30  1.2   1    1    0    1
#> 608 -0.3972100  0.02430100  0.263420  56 179 102.30  1.2   1    1    0    1
#> 610 -0.0438400 -0.30920000 -0.184750  66 182  94.80  1.1   1    1    0    0
#> 611 -0.0438400 -0.30920000 -0.184750  66 182  94.80  1.1   1    1    0    0
#> 612 -0.0438400 -0.30920000 -0.184750  66 182  94.80  1.1   1    1    0    0
#> 613 -0.0438400 -0.30920000 -0.184750  66 182  94.80  1.1   1    1    0    0
#> 614 -0.0438400 -0.30920000 -0.184750  66 182  94.80  1.1   1    1    0    0
#> 615 -0.0438400 -0.30920000 -0.184750  66 182  94.80  1.1   1    1    0    0
#> 616 -0.0438400 -0.30920000 -0.184750  66 182  94.80  1.1   1    1    0    0
#> 617 -0.0438400 -0.30920000 -0.184750  66 182  94.80  1.1   1    1    0    0
#> 618 -0.0438400 -0.30920000 -0.184750  66 182  94.80  1.1   1    1    0    0
#> 620  0.1369200  0.14186000 -0.815440  48 183 111.80  1.2   1    1    0    0
#> 621  0.1369200  0.14186000 -0.815440  48 183 111.80  1.2   1    1    0    0
#> 622  0.1369200  0.14186000 -0.815440  48 183 111.80  1.2   1    1    0    0
#> 623  0.1369200  0.14186000 -0.815440  48 183 111.80  1.2   1    1    0    0
#> 624  0.1369200  0.14186000 -0.815440  48 183 111.80  1.2   1    1    0    0
#> 625  0.1369200  0.14186000 -0.815440  48 183 111.80  1.2   1    1    0    0
#> 626  0.1369200  0.14186000 -0.815440  48 183 111.80  1.2   1    1    0    0
#> 627  0.1369200  0.14186000 -0.815440  48 183 111.80  1.2   1    1    0    0
#> 628  0.1369200  0.14186000 -0.815440  48 183 111.80  1.2   1    1    0    0
#> 629  0.1369200  0.14186000 -0.815440  48 183 111.80  1.2   1    1    0    0
#> 631 -0.6175700  0.60810000 -0.307400  64 180  99.79  1.1   1    1    0    0
#> 632 -0.6175700  0.60810000 -0.307400  64 180  99.79  1.1   1    1    0    0
#> 633 -0.6175700  0.60810000 -0.307400  64 180  99.79  1.1   1    1    0    0
#> 634 -0.6175700  0.60810000 -0.307400  64 180  99.79  1.1   1    1    0    0
#> 635 -0.6175700  0.60810000 -0.307400  64 180  99.79  1.1   1    1    0    0
#> 636 -0.6175700  0.60810000 -0.307400  64 180  99.79  1.1   1    1    0    0
#> 637 -0.6175700  0.60810000 -0.307400  64 180  99.79  1.1   1    1    0    0
#> 638 -0.6175700  0.60810000 -0.307400  64 180  99.79  1.1   1    1    0    0
#> 639 -0.6175700  0.60810000 -0.307400  64 180  99.79  1.1   1    1    0    0
#> 640 -0.6175700  0.60810000 -0.307400  64 180  99.79  1.1   1    1    0    0
#>     PROP CON OCC     DV     PRED         RES       WRES
#> 2      1   1   0  71.74 86.41800 -14.6780000 -0.1046800
#> 3      1   1   0  72.61 89.00800 -16.3980000 -0.7589000
#> 4      1   1   0  88.01 75.46800  12.5420000  1.2075000
#> 5      1   1   0  53.13 61.03600  -7.9060000 -1.5386000
#> 6      1   1   0  56.83 48.71100   8.1188000 -0.1152000
#> 7      1   1   0  51.94 38.72400  13.2160000  0.3580400
#> 8      1   1   0  52.89 30.74800  22.1420000  2.0247000
#> 9      1   1   0  26.95 19.37200   7.5781000 -1.3045000
#> 10     1   1   0  26.17 12.20200  13.9680000  1.3377000
#> 12     0   0   0 108.75 86.41800  22.3320000  0.7885000
#> 13     0   0   0  96.60 89.00800   7.5921000  0.2056300
#> 14     0   0   0  81.00 75.46800   5.5322000 -0.1610800
#> 15     0   0   0  77.07 61.03600  16.0340000  0.3367900
#> 16     0   0   0  64.57 48.71100  15.8590000 -0.4293500
#> 17     0   0   0  50.21 38.72400  11.4860000 -1.9657000
#> 18     0   0   0  64.58 30.74800  33.8320000  1.7130000
#> 19     0   0   0  50.54 24.40700  26.1330000 -0.0245470
#> 20     0   0   0  41.56 15.37500  26.1850000  0.4600500
#> 21     0   0   0  42.46  9.68460  32.7750000  5.4087000
#> 23     0   0   0   9.35  8.64180   0.7082200  0.4329000
#> 24     0   0   0   8.66  8.90080  -0.2407900 -0.2000400
#> 25     0   0   0   8.18  7.54680   0.6332200  0.2378000
#> 26     0   0   0   6.19  6.10360   0.0863950 -0.9516600
#> 27     0   0   0   7.08  4.87110   2.2089000  1.2177000
#> 28     0   0   0   4.68  3.87240   0.8076300 -1.4248000
#> 29     0   0   0   5.30  3.07480   2.2252000  0.8501900
#> 30     0   0   0   4.20  2.44070   1.7593000 -0.2344000
#> 31     0   0   0   3.92  1.53750   2.3825000  2.1772000
#> 32     0   0   0   2.75  0.96846   1.7815000  1.4402000
#> 34     0   0   0  63.15 43.20900  19.9410000  0.4473600
#> 35     0   0   0  62.41 44.50400  17.9060000  1.5121000
#> 36     0   0   0  41.05 37.73400   3.3161000  0.2790000
#> 37     0   0   0  24.31 30.51800  -6.2080000 -0.9520100
#> 38     0   0   0  18.17 24.35600  -6.1856000 -0.5277300
#> 39     0   0   0  13.23 19.36200  -6.1319000 -0.2349800
#> 40     0   0   0   8.48 15.37400  -6.8942000 -0.4056700
#> 41     0   0   0   3.92  9.68590  -5.7659000 -0.0433470
#> 42     0   0   0   1.76  6.10120  -4.3412000  0.3823900
#> 44     0   1   0  21.49 17.28400   4.2064000  1.1866000
#> 45     0   1   0  14.87 17.80200  -2.9316000 -1.4188000
#> 46     0   1   0  15.17 15.09400   0.0764420 -0.3857700
#> 47     0   1   0  13.68 12.20700   1.4728000 -0.0473140
#> 48     0   1   0  14.83  9.74220   5.0878000  2.0694000
#> 49     0   1   0   9.86  7.74470   2.1153000 -0.3700300
#> 50     0   1   0   8.75  6.14970   2.6003000 -0.1412700
#> 51     0   1   0   7.77  3.87440   3.8956000  1.7438000
#> 52     0   1   0   4.36  2.44050   1.9195000 -0.7673200
#> 54     1   1   0  74.53 86.41800 -11.8880000  0.1878600
#> 55     1   1   0  63.02 89.00800 -25.9880000 -2.0608000
#> 56     1   1   0 100.46 75.46800  24.9920000  1.6366000
#> 57     1   1   0  84.92 61.03600  23.8840000  1.3909000
#> 58     1   1   0  59.01 48.71100  10.2990000 -0.4326400
#> 59     1   1   0  53.87 38.72400  15.1460000  0.2855400
#> 60     1   1   0  45.15 30.74800  14.4020000  0.3112900
#> 61     1   1   0  33.88 24.40700   9.4727000 -0.5882100
#> 62     1   1   0  26.27 15.37500  10.8950000  0.4373300
#> 64     1   1   0 184.78 86.41800  98.3620000  2.2384000
#> 65     1   1   0 142.73 89.00800  53.7220000  1.2010000
#> 66     1   1   0  86.18 75.46800  10.7120000 -0.6598200
#> 67     1   1   0  65.65 61.03600   4.6140000 -0.2778000
#> 68     1   1   0  55.07 48.71100   6.3588000  0.6249000
#> 69     1   1   0  37.95 38.72400  -0.7737400 -0.0320410
#> 70     1   1   0  23.25 24.40700  -1.1573000  0.3174400
#> 72     0   0   0  37.72 43.20900  -5.4889000  0.3581300
#> 73     0   0   0  19.15 44.50400 -25.3540000 -1.6325000
#> 74     0   0   0  14.41 37.73400 -23.3240000 -1.1230000
#> 75     0   0   0  11.89 30.51800 -18.6280000 -0.4161400
#> 76     0   0   0   5.48 24.35600 -18.8760000 -1.0534000
#> 77     0   0   0   4.93 19.36200 -14.4320000 -0.4265600
#> 78     0   0   0   4.01 15.37400 -11.3640000 -0.0415680
#> 79     0   0   0   1.54  9.68590  -8.1459000 -0.0933550
#> 80     0   0   0   0.60  6.10120  -5.5012000  0.0182380
#> 82     0   1   0  52.58 43.20900   9.3711000 -0.0440400
#> 83     0   1   0  57.71 44.50400  13.2060000  1.4433000
#> 84     0   1   0  36.23 37.73400  -1.5039000 -0.2411200
#> 85     0   1   0  26.13 30.51800  -4.3880000 -0.2810900
#> 86     0   1   0  18.07 24.35600  -6.2856000 -0.3939600
#> 87     0   1   0  10.83 19.36200  -8.5319000 -0.9388200
#> 88     0   1   0   5.49 12.20400  -6.7137000 -0.3228700
#> 89     0   1   0   3.05  7.68740  -4.6374000  0.4733600
#> 91     1   1   0  61.76 43.20900  18.5510000  1.9490000
#> 92     1   1   0  18.40 44.50400 -26.1040000 -2.2177000
#> 93     1   1   0   4.82 37.73400 -32.9140000 -2.3910000
#> 94     1   1   0   0.08 19.36200 -19.2820000 -0.5936900
#> 95     1   1   0   0.01 12.20400 -12.1940000  0.1593100
#> 97     0   1   0  16.63 17.28400  -0.6535600  0.0527370
#> 98     0   1   0  16.48 17.80200  -1.3216000  0.0625720
#> 99     0   1   0  11.11 15.09400  -3.9836000 -1.2067000
#> 100    0   1   0  11.98 12.20700  -0.2272100  0.5516600
#> 101    0   1   0   7.73  9.74220  -2.0122000 -0.8340600
#> 102    0   1   0   8.08  7.74470   0.3352500  0.7322900
#> 103    0   1   0   5.74  6.14970  -0.4096900 -0.1247500
#> 104    0   1   0   3.87  3.87440  -0.0043778 -0.0254460
#> 105    0   1   0   2.73  2.44050   0.2895200  0.2845800
#> 107    0   0   0  13.98 17.28400  -3.3036000 -0.2248100
#> 108    0   0   0  12.08 17.80200  -5.7216000 -0.6398200
#> 109    0   0   0   9.14 15.09400  -5.9536000 -0.6147700
#> 110    0   0   0   7.21 12.20700  -4.9972000 -0.1663700
#> 111    0   0   0   4.76  9.74220  -4.9822000 -0.3438600
#> 112    0   0   0   2.50  7.74470  -5.2447000 -0.9313700
#> 113    0   0   0   1.79  6.14970  -4.3597000 -0.6245000
#> 114    0   0   0   1.32  4.88150  -3.5615000 -0.2851000
#> 115    0   0   0   0.62  3.07500  -2.4550000  0.1267500
#> 116    0   0   0   0.16  1.93690  -1.7769000  0.1974400
#> 118    0   1   0  27.05 17.28400   9.7664000  1.3162000
#> 119    0   1   0  19.34 17.80200   1.5384000 -0.2032300
#> 120    0   1   0  13.79 15.09400  -1.3036000 -0.2773100
#> 121    0   1   0  10.04 12.20700  -2.1672000 -0.1149000
#> 122    0   1   0   7.52  9.74220  -2.2222000  0.1497800
#> 123    0   1   0   3.78  7.74470  -3.9647000 -1.2185000
#> 124    0   1   0   3.47  6.14970  -2.6797000 -0.2328100
#> 125    0   1   0   3.10  4.88150  -1.7815000  0.6045400
#> 126    0   1   0   1.01  3.07500  -2.0650000 -0.3626600
#> 127    0   1   0   0.60  1.93690  -1.3369000  0.1924700
#> 129    0   1   0   8.88 17.28400  -8.4036000 -0.7630900
#> 130    0   1   0  11.07 17.80200  -6.7316000 -0.9374600
#> 131    0   1   0  14.29 15.09400  -0.8035600  0.7729700
#> 132    0   1   0   8.91 12.20700  -3.2972000 -1.3204000
#> 133    0   1   0   9.92  9.74220   0.1777500  0.1982200
#> 134    0   1   0   8.80  7.74470   1.0553000  0.4668600
#> 135    0   1   0   6.79  6.14970   0.6403100 -0.2555600
#> 136    0   1   0   5.76  4.88150   0.8785400 -0.2871200
#> 137    0   1   0   4.00  3.07500   0.9250300 -0.5526400
#> 138    0   1   0   4.02  1.93690   2.0831000  2.1753000
#> 140    0   1   0   9.79 17.28400  -7.4936000 -0.7231900
#> 141    0   1   0  16.00 17.80200  -1.8016000 -0.2099000
#> 142    0   1   0  15.77 15.09400   0.6764400 -0.5643600
#> 143    0   1   0  17.11 12.20700   4.9028000  0.7863200
#> 144    0   1   0  16.56  9.74220   6.8178000  1.7317000
#> 145    0   1   0  11.53  7.74470   3.7853000 -0.7409200
#> 146    0   1   0  12.31  6.14970   6.1603000  1.5476000
#> 147    0   1   0   8.91  4.88150   4.0285000 -0.4824800
#> 148    0   1   0   7.08  3.07500   4.0050000  0.4530500
#> 149    0   1   0   4.96  1.93690   3.0231000  0.1648600
#> 151    0   0   0 176.18 86.41800  89.7620000  2.3031000
#> 152    0   0   0 138.65 89.00800  49.6420000  0.2759400
#> 153    0   0   0 112.75 75.46800  37.2820000  0.2054100
#> 154    0   0   0  93.39 61.03600  32.3540000  0.3705000
#> 155    0   0   0  86.78 48.71100  38.0690000  1.7808000
#> 156    0   0   0  66.81 38.72400  28.0860000  0.9480500
#> 157    0   0   0  46.65 30.74800  15.9020000 -0.8026900
#> 158    0   0   0  45.43 24.40700  21.0230000  0.8812200
#> 159    0   0   0  31.86 15.37500  16.4850000  1.1844000
#> 160    0   0   0  16.42  9.68460   6.7354000 -1.2682000
#> 162    0   1   0  56.35 43.20900  13.1410000  0.8167300
#> 163    0   1   0  47.18 44.50400   2.6760000 -0.4904200
#> 164    0   1   0  44.91 37.73400   7.1761000  0.4632300
#> 165    0   1   0  41.94 30.51800  11.4220000  1.5409000
#> 166    0   1   0  29.04 24.35600   4.6844000 -0.1086600
#> 167    0   1   0  17.36 19.36200  -2.0019000 -2.4648000
#> 168    0   1   0  22.15 15.37400   6.7758000  0.6181100
#> 169    0   1   0  18.05 12.20400   5.8463000  0.3571800
#> 170    0   1   0  13.64  7.68740   5.9526000  0.9791300
#> 171    0   1   0  10.16  4.84230   5.3177000  1.5056000
#> 173    0   1   0  56.37 43.20900  13.1610000  0.9526300
#> 174    0   1   0  47.02 44.50400   2.5160000 -0.9587600
#> 175    0   1   0  58.38 37.73400  20.6460000  2.0735000
#> 176    0   1   0  36.77 30.51800   6.2520000 -1.1225000
#> 177    0   1   0  38.95 24.35600  14.5940000  0.7999500
#> 178    0   1   0  28.99 19.36200   9.6281000 -0.7622200
#> 179    0   1   0  32.83 15.37400  17.4560000  2.4129000
#> 180    0   1   0  24.78 12.20400  12.5760000  0.8336600
#> 181    0   1   0  16.52  7.68740   8.8326000 -0.1377700
#> 182    0   1   0  12.04  4.84230   7.1977000  0.0893640
#> 184    0   1   0  10.88 17.28400  -6.4036000 -0.3056700
#> 185    0   1   0  11.89 17.80200  -5.9116000 -0.9129400
#> 186    0   1   0   9.42 15.09400  -5.6736000 -1.8347000
#> 187    0   1   0  13.67 12.20700   1.4628000  1.2351000
#> 188    0   1   0  10.97  9.74220   1.2278000  0.8110100
#> 189    0   1   0   9.21  7.74470   1.4653000  0.8004800
#> 190    0   1   0   6.33  6.14970   0.1803100 -0.6032500
#> 191    0   1   0   4.95  3.87440   1.0756000  0.2100400
#> 192    0   1   0   2.85  2.44050   0.4095200 -0.8834200
#> 194    0   1   0   2.23  8.64180  -6.4118000 -1.3363000
#> 195    0   1   0   3.53  7.54680  -4.0168000 -1.5215000
#> 196    0   1   0   4.13  6.10360  -1.9736000 -0.3549100
#> 197    0   1   0   3.84  4.87110  -1.0311000  0.1707500
#> 198    0   1   0   2.90  3.87240  -0.9723700 -0.3125800
#> 199    0   1   0   2.61  3.07480  -0.4648500  0.1279000
#> 200    0   1   0   2.50  2.44070   0.0592690  0.9663800
#> 201    0   1   0   1.43  1.53750  -0.1074800  0.0325670
#> 202    0   1   0   0.66  0.96846  -0.3084600 -1.3870000
#> 204    0   1   0  19.76 30.24600 -10.4860000 -0.7882200
#> 205    0   1   0  23.99 31.15300  -7.1628000  0.1410700
#> 206    0   1   0  15.86 26.41400 -10.5540000 -0.7553300
#> 207    0   1   0  12.01 21.36300  -9.3526000 -0.5786700
#> 208    0   1   0   7.70 17.04900  -9.3489000 -0.8464900
#> 209    0   1   0   6.29 13.55300  -7.2633000 -0.2496300
#> 210    0   1   0   4.11 10.76200  -6.6520000 -0.2844400
#> 212    0   1   0  15.43 30.24600 -14.8160000 -0.5491600
#> 213    0   1   0  17.58 31.15300 -13.5730000 -0.6875500
#> 214    0   1   0  17.85 26.41400  -8.5637000 -0.6179800
#> 215    0   1   0  17.46 21.36300  -3.9026000 -0.5683400
#> 216    0   1   0  14.53 17.04900  -2.5189000 -1.4462000
#> 217    0   1   0  17.52 13.55300   3.9667000  0.2799700
#> 218    0   1   0  15.93 10.76200   5.1680000  0.1594100
#> 219    0   1   0  15.72  8.54260   7.1774000  0.9870900
#> 220    0   1   0  12.62  5.38120   7.2388000  1.0645000
#> 221    0   1   0  10.71  3.38960   7.3204000  2.3721000
#> 223    0   0   0  15.35 30.24600 -14.8960000 -0.3807800
#> 224    0   0   0  16.73 31.15300 -14.4230000 -1.9738000
#> 225    0   0   0  29.66 26.41400   3.2463000  0.7666200
#> 226    0   0   0  29.59 21.36300   8.2274000  1.2045000
#> 227    0   0   0  24.34 17.04900   7.2911000  0.0760030
#> 228    0   0   0  19.81 13.55300   6.2567000 -1.0712000
#> 229    0   0   0  25.61 10.76200  14.8480000  3.3746000
#> 230    0   0   0  12.90  8.54260   4.3574000 -3.2514000
#> 231    0   0   0  14.45  5.38120   9.0688000  0.8283500
#> 232    0   0   0  12.65  3.38960   9.2604000  3.2901000
#> 234    0   1   0  28.33 30.24600  -1.9162000  0.0596700
#> 235    0   1   0  23.91 31.15300  -7.2428000 -0.8256700
#> 236    0   1   0  22.45 26.41400  -3.9637000  0.1329300
#> 237    0   1   0  15.55 21.36300  -5.8126000 -0.3655400
#> 238    0   1   0  12.41 17.04900  -4.6389000  0.0159090
#> 239    0   1   0   8.77 13.55300  -4.7833000 -0.1556000
#> 240    0   1   0   5.83 10.76200  -4.9320000 -0.4580100
#> 241    0   1   0   4.05  8.54260  -4.4926000 -0.4987500
#> 242    0   1   0   3.38  6.78020  -3.4002000 -0.0191180
#> 243    0   1   0   2.26  5.38120  -3.1212000 -0.1289100
#> 245    0   0   0   8.83 30.24600 -21.4160000 -1.0485000
#> 246    0   0   0  16.84 31.15300 -14.3130000 -1.0352000
#> 247    0   0   0  25.07 26.41400  -1.3437000  0.4787100
#> 248    0   0   0  19.91 21.36300  -1.4526000 -1.0219000
#> 249    0   0   0  20.68 17.04900   3.6311000 -0.4199200
#> 250    0   0   0  22.01 13.55300   8.4567000  0.9411800
#> 251    0   0   0  19.94 10.76200   9.1780000  0.9748000
#> 252    0   0   0  15.65  8.54260   7.1074000 -0.5216600
#> 253    0   0   0  14.46  5.38120   9.0788000  1.5548000
#> 254    0   0   0  10.65  3.38960   7.2604000  1.2194000
#> 256    0   0   0  40.74 43.20900  -2.4689000 -0.5567100
#> 257    0   0   0  54.32 44.50400   9.8160000  1.2218000
#> 258    0   0   0  37.44 37.73400  -0.2938900 -0.3753300
#> 259    0   0   0  29.80 30.51800  -0.7180200 -0.2547000
#> 260    0   0   0  26.36 24.35600   2.0044000  0.8036100
#> 261    0   0   0  17.04 19.36200  -2.3219000 -0.1913100
#> 262    0   0   0  13.14 15.37400  -2.2342000  0.0482940
#> 263    0   0   0   7.92 12.20400  -4.2837000 -0.7763400
#> 264    0   0   0   4.21  7.68740  -3.4774000 -0.4802900
#> 265    0   0   0   2.38  4.84230  -2.4623000 -0.0035721
#> 267    0   1   0  84.19 86.41800  -2.2278000 -0.0087724
#> 268    0   1   0  86.20 89.00800  -2.8079000 -0.0150950
#> 269    0   1   0  74.03 75.46800  -1.4378000  0.0250920
#> 270    0   1   0  58.20 61.03600  -2.8360000 -0.2802300
#> 271    0   1   0  47.00 48.71100  -1.7112000 -0.3401600
#> 272    0   1   0  40.57 38.72400   1.8463000  0.0539970
#> 273    0   1   0  31.51 30.74800   0.7615500 -0.2643100
#> 274    0   1   0  30.41 24.40700   6.0027000  0.8814800
#> 275    0   1   0  20.17 15.37500   4.7952000  0.7985900
#> 276    0   1   0  10.19  9.68460   0.5054500 -0.7755900
#> 278    1   1   0  22.06 86.41800 -64.3580000 -1.4038000
#> 279    1   1   0  40.41 75.46800 -35.0580000 -0.7718800
#> 280    1   1   0  34.71 61.03600 -26.3260000 -0.7881300
#> 281    1   1   0  26.09 48.71100 -22.6210000 -1.1968000
#> 282    1   1   0  28.70 38.72400 -10.0240000  0.0137490
#> 283    1   1   0  30.07 30.74800  -0.6784500  1.2974000
#> 284    1   1   0  19.96 24.40700  -4.4473000  0.0819480
#> 285    1   1   0  10.01 15.37500  -5.3648000 -1.1756000
#> 286    1   1   0  10.61  9.68460   0.9254500  0.6298800
#> 288    1   1   0  57.81 86.41800 -28.6080000 -1.0171000
#> 289    1   1   0 103.55 89.00800  14.5420000  1.5037000
#> 290    1   1   0  76.00 75.46800   0.5322100 -0.5235000
#> 291    1   1   0  72.99 61.03600  11.9540000 -0.0428260
#> 292    1   1   0  56.53 48.71100   7.8188000 -1.1581000
#> 293    1   1   0  60.08 38.72400  21.3560000  0.5892500
#> 294    1   1   0  57.04 30.74800  26.2920000  1.5879000
#> 295    1   1   0  37.89 24.40700  13.4830000 -1.1351000
#> 296    1   1   0  38.80 15.37500  23.4250000  2.4769000
#> 297    1   1   0  23.21  9.68460  13.5250000  0.1597400
#> 299    0   0   0  13.34 17.28400  -3.9436000 -0.5981800
#> 300    0   0   0  17.91 17.80200   0.1084200  0.3275900
#> 301    0   0   0  17.23 15.09400   2.1364000  0.7439700
#> 302    0   0   0  11.74 12.20700  -0.4672100 -1.0323000
#> 303    0   0   0  10.35  9.74220   0.6077500 -0.7557100
#> 304    0   0   0  10.74  7.74470   2.9953000  0.9828100
#> 305    0   0   0   9.40  6.14970   3.2503000  1.4048000
#> 306    0   0   0   6.42  4.88150   1.5385000 -0.3303800
#> 307    0   0   0   4.26  3.07500   1.1850000 -0.6478000
#> 308    0   0   0   3.56  1.93690   1.6231000  0.8438100
#> 310    0   1   0  17.32 30.24600 -12.9260000 -0.5028900
#> 311    0   1   0  17.54 31.15300 -13.6130000 -0.7219100
#> 312    0   1   0  12.74 26.41400 -13.6740000 -1.4278000
#> 313    0   1   0  14.73 21.36300  -6.6326000 -0.1076800
#> 314    0   1   0  13.02 17.04900  -4.0289000  0.1655500
#> 315    0   1   0   9.25 13.55300  -4.3033000 -0.6620100
#> 316    0   1   0   7.85 10.76200  -2.9120000 -0.6499700
#> 317    0   1   0   8.40  8.54260  -0.1425600  0.5523300
#> 318    0   1   0   5.16  5.38120  -0.2212000 -0.2945200
#> 319    0   1   0   5.04  3.38960   1.6504000  1.5090000
#> 321    0   0   0 105.94 86.41800  19.5220000  0.2722700
#> 322    0   0   0 120.44 89.00800  31.4320000  0.9209500
#> 323    0   0   0 104.12 75.46800  28.6520000  0.5226400
#> 324    0   0   0  91.11 61.03600  30.0740000  0.5458800
#> 325    0   0   0  84.46 48.71100  35.7490000  1.3160000
#> 326    0   0   0  58.59 38.72400  19.8660000 -1.1113000
#> 327    0   0   0  53.96 30.74800  23.2120000 -0.4733800
#> 328    0   0   0  43.25 24.40700  18.8430000 -1.2681000
#> 329    0   0   0  46.03 15.37500  30.6550000  3.4980000
#> 330    0   0   0  29.78  9.68460  20.0950000  1.8245000
#> 332    0   1   0   8.48  8.90080  -0.4207900  0.3139300
#> 333    0   1   0   5.39  7.54680  -2.1568000 -0.6127600
#> 334    0   1   0   3.09  6.10360  -3.0136000 -1.4096000
#> 335    0   1   0   3.46  4.87110  -1.4111000  0.6260700
#> 336    0   1   0   1.79  3.87240  -2.0824000 -0.4989700
#> 337    0   1   0   1.08  3.07480  -1.9948000 -0.6730500
#> 338    0   1   0   0.59  1.93720  -1.3472000  0.0034753
#> 339    0   1   0   0.33  1.53750  -1.2075000 -0.0664710
#> 341    0   1   0  27.99 43.20900 -15.2190000 -0.9792600
#> 342    0   1   0  42.82 44.50400  -1.6840000  0.8669000
#> 343    0   1   0  25.66 37.73400 -12.0740000 -1.2151000
#> 344    0   1   0  24.67 30.51800  -5.8480000 -0.1331500
#> 345    0   1   0  18.75 24.35600  -5.6056000 -0.1523800
#> 346    0   1   0  14.15 19.36200  -5.2119000 -0.1195700
#> 347    0   1   0  11.46 15.37400  -3.9142000  0.2751800
#> 348    0   1   0   2.88  7.68740  -4.8074000 -0.8732800
#> 350    1   1   0 134.89 86.41800  48.4720000  1.0059000
#> 351    1   1   0 107.21 89.00800  18.2020000  0.7409900
#> 352    1   1   0  63.25 75.46800 -12.2180000 -0.4192800
#> 353    1   1   0  38.67 61.03600 -22.3660000 -0.7827000
#> 354    1   1   0  26.35 48.71100 -22.3610000 -0.5380100
#> 355    1   1   0  14.12 38.72400 -24.6040000 -0.9451500
#> 356    1   1   0  11.74 30.74800 -19.0080000 -0.1392400
#> 357    1   1   0   6.08 24.40700 -18.3270000 -0.3232800
#> 358    1   1   0   2.10 15.37500 -13.2750000  0.1292200
#> 359    1   1   0   0.89  9.68460  -8.7946000  0.7481900
#> 361    1   1   0  23.32 43.20900 -19.8890000 -0.4608500
#> 362    1   1   0  25.76 44.50400 -18.7440000 -1.5352000
#> 363    1   1   0  36.97 37.73400  -0.7638900  0.3634600
#> 364    1   1   0  22.21 12.20400  10.0060000  1.7239000
#> 365    1   1   0   8.49  4.84230   3.6477000 -1.1486000
#> 367    0   1   0  70.92 43.20900  27.7110000  1.5130000
#> 368    0   1   0  47.75 44.50400   3.2460000 -0.5589000
#> 369    0   1   0  40.87 37.73400   3.1361000  0.7627200
#> 370    0   1   0  21.24 30.51800  -9.2780000 -1.1218000
#> 371    0   1   0  12.55 19.36200  -6.8119000 -0.0939310
#> 373    0   1   0   6.32  8.64180  -2.3218000 -0.4219400
#> 374    0   1   0   7.29  8.90080  -1.6108000 -0.0486050
#> 375    0   1   0   5.58  7.54680  -1.9668000 -0.8715900
#> 376    0   1   0   5.72  6.10360  -0.3836000  0.2607500
#> 377    0   1   0   3.81  4.87110  -1.0611000 -1.1438000
#> 378    0   1   0   3.48  3.07480   0.4051500  0.4334100
#> 379    0   1   0   3.17  2.44070   0.7292700  1.0190000
#> 380    0   1   0   1.93  1.53750   0.3925200 -0.0340300
#> 382    0   1   0  33.86 30.24600   3.6138000  0.9143500
#> 383    0   1   0  18.36 31.15300 -12.7930000 -1.8667000
#> 384    0   1   0  19.47 26.41400  -6.9437000 -0.2195900
#> 385    0   1   0  15.85 21.36300  -5.5126000  0.1283900
#> 386    0   1   0  10.68 17.04900  -6.3689000 -0.5156900
#> 387    0   1   0   7.84 13.55300  -5.7133000 -0.7397400
#> 388    0   1   0   7.81 10.76200  -2.9520000  0.2422500
#> 389    0   1   0   5.84  8.54260  -2.7026000 -0.0206860
#> 390    0   1   0   4.60  5.38120  -0.7812000  0.8291700
#> 391    0   1   0   1.99  3.38960  -1.3996000 -0.5577000
#> 393    0   1   0  45.40 30.24600  15.1540000  1.1901000
#> 394    0   1   0  44.07 31.15300  12.9170000  0.1748600
#> 395    0   1   0  37.28 26.41400  10.8660000 -0.5761700
#> 396    0   1   0  41.31 21.36300  19.9470000  2.2912000
#> 397    0   1   0  37.36 17.04900  20.3110000  3.0956000
#> 398    0   1   0  24.23 13.55300  10.6770000 -0.5784000
#> 399    0   1   0  22.39 10.76200  11.6280000  0.4265800
#> 400    0   1   0  15.46  8.54260   6.9174000 -2.0041000
#> 401    0   1   0  15.16  5.38120   9.7788000  2.0242000
#> 402    0   1   0   9.55  3.38960   6.1604000  0.5050800
#> 404    0   1   0 110.98 86.41800  24.5620000  0.8377100
#> 405    0   1   0  72.34 89.00800 -16.6680000 -0.1691800
#> 406    0   1   0  30.91 75.46800 -44.5580000 -1.4801000
#> 407    0   1   0  14.00 61.03600 -47.0360000 -1.5545000
#> 408    0   1   0   3.13 38.72400 -35.5940000 -0.7535500
#> 409    0   1   0   0.67 24.40700 -23.7370000  0.2648300
#> 411    0   1   0   4.69  8.64180  -3.9518000 -0.7363700
#> 412    0   1   0   5.80  8.90080  -3.1008000 -0.6896900
#> 413    0   1   0   5.90  7.54680  -1.6468000 -0.2073600
#> 414    0   1   0   5.23  6.10360  -0.8736000 -0.0407330
#> 415    0   1   0   4.68  4.87110  -0.1911200  0.3268300
#> 416    0   1   0   3.56  3.87240  -0.3123700 -0.3100800
#> 417    0   1   0   2.48  3.07480  -0.5948500 -1.3559000
#> 418    0   1   0   2.50  2.44070   0.0592690 -0.3571200
#> 419    0   1   0   2.14  1.53750   0.6025200  0.8950800
#> 420    0   1   0   1.67  0.96846   0.7015400  1.6255000
#> 422    0   0   0  28.90 30.24600  -1.3462000  0.0715470
#> 423    0   0   0  21.08 31.15300 -10.0730000 -0.6122900
#> 424    0   0   0  15.09 26.41400 -11.3240000 -0.3348000
#> 425    0   0   0   8.77 21.36300 -12.5930000 -0.6169300
#> 426    0   0   0   3.41 17.04900 -13.6390000 -1.3182000
#> 427    0   0   0   1.84 13.55300 -11.7130000 -1.0482000
#> 428    0   0   0   1.09 10.76200  -9.6720000 -0.6426900
#> 429    0   0   0   0.48  8.54260  -8.0626000 -0.3625300
#> 430    0   0   0   0.14  5.38120  -5.2412000  0.3663000
#> 431    0   0   0   0.03  3.38960  -3.3596000  0.9289900
#> 433    0   0   0  53.00 43.20900   9.7911000  0.4838700
#> 434    0   0   0  17.98 30.51800 -12.5380000 -0.9709500
#> 435    0   0   0   2.75 12.20400  -9.4537000 -0.6910300
#> 436    0   0   0   0.67  6.10120  -5.4312000  0.1809200
#> 438    0   1   0 161.86 86.41800  75.4420000  1.3232000
#> 439    0   1   0 157.57 89.00800  68.5620000  1.6001000
#> 440    0   1   0 116.89 75.46800  41.4220000  0.4487300
#> 441    0   1   0 102.18 61.03600  41.1440000  1.5771000
#> 442    0   1   0  69.69 48.71100  20.9790000  0.0291150
#> 443    0   1   0  48.29 38.72400   9.5663000 -1.0206000
#> 444    0   1   0  47.60 30.74800  16.8520000  1.0753000
#> 445    0   1   0  38.98 24.40700  14.5730000  1.4718000
#> 446    0   1   0  21.22 19.37200   1.8481000 -1.2219000
#> 447    0   1   0  14.56 12.20200   2.3576000 -0.2632600
#> 449    1   1   0  73.72 86.41800 -12.6980000 -0.1209400
#> 450    1   1   0  62.77 61.03600   1.7340000 -0.1419800
#> 451    1   1   0  52.28 48.71100   3.5688000 -0.7044700
#> 452    1   1   0  41.83 24.40700  17.4230000  0.1947900
#> 453    1   1   0  30.84  9.68460  21.1550000  2.9455000
#> 455    0   1   0 119.97 43.20900  76.7610000  4.9655000
#> 456    0   1   0  55.31 44.50400  10.8060000 -2.7221000
#> 457    0   1   0  52.02 37.73400  14.2860000 -0.3673400
#> 458    0   1   0  49.41 30.51800  18.8920000  1.7875000
#> 459    0   1   0  40.56 24.35600  16.2040000  2.0447000
#> 460    0   1   0  33.93 19.36200  14.5680000  2.3457000
#> 461    0   1   0  23.22 15.37400   7.8458000  0.4696400
#> 462    0   1   0  15.22 12.20400   3.0163000 -1.3597000
#> 463    0   1   0  12.25  9.68590   2.5641000 -1.4216000
#> 464    0   1   0  13.64  7.68740   5.9526000  1.0879000
#> 465    0   1   0   7.72  6.10120   1.6188000 -1.6642000
#> 466    0   1   0   9.18  4.84230   4.3377000  1.1272000
#> 468    0   1   0  19.09 43.20900 -24.1190000 -0.9170000
#> 469    0   1   0  26.46 44.50400 -18.0440000 -0.4975300
#> 470    0   1   0  24.47 37.73400 -13.2640000 -0.5911800
#> 471    0   1   0  20.43 30.51800 -10.0880000 -0.8948400
#> 472    0   1   0  24.08 24.35600  -0.2756200  0.8406500
#> 473    0   1   0  13.59 19.36200  -5.7719000 -1.6002000
#> 474    0   1   0  16.84 15.37400   1.4658000  0.4026500
#> 475    0   1   0  12.95 12.20400   0.7463500 -0.3675000
#> 476    0   1   0  10.71  7.68740   3.0226000  0.3477300
#> 477    0   1   0   9.75  4.84230   4.9077000  2.1237000
#> 479    0   1   0  65.72 43.20900  22.5110000  1.2341000
#> 480    0   1   0  42.13 44.50400  -2.3740000  0.0473630
#> 481    0   1   0  20.42 37.73400 -17.3140000 -1.0224000
#> 482    0   1   0  11.54 30.51800 -18.9780000 -0.8857400
#> 483    0   1   0   4.39 24.35600 -19.9660000 -1.2817000
#> 484    0   1   0   1.93 19.36200 -17.4320000 -1.0146000
#> 485    0   1   0   1.00 15.37400 -14.3740000 -0.5565500
#> 486    0   1   0   0.36 12.20400 -11.8440000 -0.1967700
#> 487    0   1   0   0.08  7.68740  -7.6074000  0.5830400
#> 488    0   1   0   0.02  4.84230  -4.8223000  1.1530000
#> 490    1   1   0  42.61 43.20900  -0.5988900  0.0577150
#> 491    1   1   0  47.68 44.50400   3.1760000 -0.1116400
#> 492    1   1   0  47.65 37.73400   9.9161000  0.4419800
#> 493    1   1   0  44.96 30.51800  14.4420000  1.0462000
#> 494    1   1   0  36.56 24.35600  12.2040000  0.2868600
#> 495    1   1   0  32.37 19.36200  13.0080000  0.4651900
#> 496    1   1   0  19.77 12.20400   7.5663000 -1.6853000
#> 497    1   1   0  17.05  7.68740   9.3626000 -0.0898180
#> 498    1   1   0  16.78  4.84230  11.9380000  4.0157000
#> 500    0   1   0  27.81 43.20900 -15.3990000 -0.7768300
#> 501    0   1   0  44.56 44.50400   0.0560410  1.0472000
#> 502    0   1   0  27.71 37.73400 -10.0240000 -1.6992000
#> 503    0   1   0  35.69 30.51800   5.1720000  0.5004700
#> 504    0   1   0  32.64 24.35600   8.2844000  0.6479400
#> 505    0   1   0  20.07 19.36200   0.7081300 -2.4367000
#> 506    0   1   0  26.51 15.37400  11.1360000  0.9104500
#> 507    0   1   0  24.71 12.20400  12.5060000  1.5632000
#> 508    0   1   0  18.05  7.68740  10.3630000  1.0647000
#> 509    0   1   0  13.82  4.84230   8.9777000  1.3942000
#> 511    0   1   0  14.36  8.64180   5.7182000  0.8826800
#> 512    0   1   0  14.72  8.90080   5.8192000  1.9432000
#> 513    0   1   0   9.02  7.54680   1.4732000 -0.7363200
#> 514    0   1   0   7.60  6.10360   1.4964000  0.0942140
#> 515    0   1   0   6.45  4.87110   1.5789000  1.0280000
#> 516    0   1   0   4.86  3.87240   0.9876300  0.9027700
#> 517    0   1   0   3.23  3.07480   0.1551500 -0.0544550
#> 518    0   1   0   2.11  2.44070  -0.3307300 -0.7851500
#> 519    0   1   0   1.16  1.53750  -0.3774800 -0.5854900
#> 520    0   1   0   0.70  0.96846  -0.2684600 -0.0266090
#> 522    0   1   0  15.00 43.20900 -28.2090000 -1.0821000
#> 523    0   1   0  20.61 44.50400 -23.8940000 -0.9548000
#> 524    0   1   0  18.40 37.73400 -19.3340000 -0.9368400
#> 525    0   1   0  16.00 30.51800 -14.5180000 -0.5804400
#> 526    0   1   0  15.30 24.35600  -9.0556000  0.3365000
#> 527    0   1   0   9.47 19.36200  -9.8919000 -0.3709900
#> 528    0   1   0   7.66 15.37400  -7.7142000 -0.0645240
#> 529    0   1   0   4.37 12.20400  -7.8337000 -0.6603100
#> 530    0   1   0   2.90  7.68740  -4.7874000 -0.0700970
#> 531    0   1   0   0.91  4.84230  -3.9323000 -0.5516600
#> 533    0   1   0  98.31 86.41800  11.8920000  0.2379000
#> 534    0   1   0  80.18 89.00800  -8.8279000  0.0857670
#> 535    0   1   0  54.06 75.46800 -21.4080000 -0.0943810
#> 536    0   1   0  27.03 61.03600 -34.0060000 -1.1052000
#> 537    0   1   0  14.27 48.71100 -34.4410000 -1.3095000
#> 538    0   1   0  12.56 38.72400 -26.1640000 -0.3468900
#> 539    0   1   0   4.39 30.74800 -26.3580000 -0.8313800
#> 540    0   1   0   2.05 19.37200 -17.3220000  0.1240400
#> 541    0   1   0   0.65 12.20200 -11.5520000  0.7394800
#> 543    0   1   0  14.96  8.64180   6.3182000  1.6118000
#> 544    0   1   0   8.72  6.10360   2.6164000 -0.0301420
#> 545    0   1   0   8.66  4.87110   3.7889000  1.8568000
#> 546    0   1   0   4.38  2.44070   1.9393000  0.0263380
#> 547    0   1   0   3.03  1.53750   1.4925000 -0.1252700
#> 548    0   1   0   2.43  0.96846   1.4615000  1.3828000
#> 550    0   1   0   5.99 43.20900 -37.2190000 -1.2801000
#> 551    0   1   0  13.26 44.50400 -31.2440000 -1.0617000
#> 552    0   1   0  13.19 37.73400 -24.5440000 -1.3239000
#> 553    0   1   0  14.15 30.51800 -16.3680000 -1.0914000
#> 554    0   1   0  16.30 24.35600  -8.0556000 -0.2757500
#> 555    0   1   0  14.39 19.36200  -4.9719000 -0.4439900
#> 556    0   1   0  12.63 15.37400  -2.7442000 -0.6194200
#> 557    0   1   0  14.82 12.20400   2.6163000  1.0388000
#> 558    0   1   0  13.44  9.68590   3.7541000  1.2499000
#> 559    0   1   0  10.27  7.68740   2.5826000  0.2346500
#> 561    0   1   0  25.91 30.24600  -4.3362000 -0.3109500
#> 562    0   1   0  13.00 21.36300  -8.3626000 -0.4001300
#> 563    0   1   0   8.31 17.04900  -8.7389000 -0.7156300
#> 564    0   1   0   4.54 13.55300  -9.0133000 -1.2258000
#> 565    0   1   0   4.87 10.76200  -5.8920000 -0.0065673
#> 566    0   1   0   2.93  8.54260  -5.6126000 -0.2676700
#> 567    0   1   0   1.90  5.38120  -3.4812000  0.4590200
#> 569    0   1   0  36.19 43.20900  -7.0189000  0.0874200
#> 570    0   1   0  40.04 44.50400  -4.4640000 -0.4862900
#> 571    0   1   0  35.84 37.73400  -1.8939000 -1.2469000
#> 572    0   1   0  48.96 30.51800  18.4420000  2.1969000
#> 573    0   1   0  30.71 19.36200  11.3480000 -0.6482500
#> 574    0   1   0  30.07 15.37400  14.6960000  0.3818100
#> 575    0   1   0  29.57 12.20400  17.3660000  1.8318000
#> 576    0   1   0  15.60  4.84230  10.7580000  0.8741700
#> 578    0   1   0  73.05 43.20900  29.8410000  1.6030000
#> 579    0   1   0  51.52 44.50400   7.0160000 -0.1923400
#> 580    0   1   0  39.96 37.73400   2.2261000  0.2353700
#> 581    0   1   0  23.43 30.51800  -7.0880000 -1.1412000
#> 582    0   1   0  22.59 24.35600  -1.7656000  0.4611200
#> 583    0   1   0  14.64 19.36200  -4.7219000 -0.3316100
#> 584    0   1   0  12.32 15.37400  -3.0542000  0.2655800
#> 585    0   1   0   9.58 12.20400  -2.6237000  0.4182900
#> 586    0   1   0   4.23  7.68740  -3.4574000 -0.4033600
#> 587    0   1   0   2.48  4.84230  -2.3623000 -0.1445200
#> 589    0   1   0  10.61  8.64180   1.9682000  0.5627700
#> 590    0   1   0   8.08  8.90080  -0.8207900 -0.2251000
#> 591    0   1   0   3.32  6.10360  -2.7836000 -1.0066000
#> 592    0   1   0   2.72  4.87110  -2.1511000 -0.2507500
#> 593    0   1   0   1.49  3.87240  -2.3824000 -0.8504700
#> 594    0   1   0   1.26  3.07480  -1.8148000 -0.1793900
#> 595    0   1   0   0.89  2.44070  -1.5507000 -0.0099798
#> 596    0   1   0   0.49  1.93720  -1.4472000 -0.2413300
#> 597    0   1   0   0.38  1.53750  -1.1575000  0.0962790
#> 598    0   1   0   0.25  1.22020  -0.9702400  0.2072600
#> 600    0   1   0  50.88 43.20900   7.6711000  0.4675800
#> 601    0   1   0  50.86 44.50400   6.3560000  0.2393600
#> 602    0   1   0  41.68 37.73400   3.9461000 -0.3567800
#> 603    0   1   0  38.77 30.51800   8.2520000  0.3178200
#> 604    0   1   0  35.61 24.35600  11.2540000  1.0120000
#> 605    0   1   0  24.90 19.36200   5.5381000 -0.8488200
#> 606    0   1   0  24.82 15.37400   9.4458000  0.5769800
#> 607    0   1   0  20.89 12.20400   8.6863000  0.4577500
#> 608    0   1   0  15.97  7.68740   8.2826000  1.0815000
#> 610    0   1   0  39.62 30.24600   9.3738000  0.7999400
#> 611    0   1   0  34.31 31.15300   3.1572000 -0.3034300
#> 612    0   1   0  25.90 26.41400  -0.5137300 -0.9329500
#> 613    0   1   0  29.15 21.36300   7.7874000  2.0214000
#> 614    0   1   0  18.82 17.04900   1.7711000  0.3739400
#> 615    0   1   0  10.61 10.76200  -0.1519600  0.0408840
#> 616    0   1   0   7.07  8.54260  -1.4726000 -0.6580500
#> 617    0   1   0   4.50  5.38120  -0.8812000 -0.0747730
#> 618    0   1   0   2.73  4.27080  -1.5408000 -0.7953800
#> 620    0   1   0  26.15 43.20900 -17.0590000 -0.3798200
#> 621    0   1   0  27.49 44.50400 -17.0140000 -1.1552000
#> 622    0   1   0  27.17 37.73400 -10.5640000 -0.9538400
#> 623    0   1   0  30.42 30.51800  -0.0980230  0.6314000
#> 624    0   1   0  24.82 24.35600   0.4643800  0.4346800
#> 625    0   1   0  20.71 19.36200   1.3481000  0.4559700
#> 626    0   1   0  10.35 12.20400  -1.8537000 -1.3981000
#> 627    0   1   0  14.18  9.68590   4.4941000  1.8678000
#> 628    0   1   0   7.30  6.10120   1.1988000 -0.0470870
#> 629    0   1   0   4.51  4.84230  -0.3322800 -1.4289000
#> 631    0   1   0  19.94 43.20900 -23.2690000 -1.0476000
#> 632    0   1   0  33.94 44.50400 -10.5640000  0.4024500
#> 633    0   1   0  30.16 37.73400  -7.5739000 -0.1806400
#> 634    0   1   0  23.47 30.51800  -7.0480000 -1.4358000
#> 635    0   1   0  27.24 24.35600   2.8844000 -0.1906500
#> 636    0   1   0  25.67 19.36200   6.3081000 -0.1221800
#> 637    0   1   0  21.15 15.37400   5.7758000 -1.1615000
#> 638    0   1   0  20.40  9.68590  10.7140000  0.3550800
#> 639    0   1   0  18.13  7.68740  10.4430000  0.2946700
#> 640    0   1   0  20.18  4.84230  15.3380000  5.9987000
str(simpraz.xpdb)
#> Formal class 'xpose.data' [package ".GlobalEnv"] with 8 slots
#>   ..@ Data           :'data.frame':	640 obs. of  26 variables:
#>   .. ..$ ID   : num [1:640] 1 1 1 1 1 1 1 1 1 1 ...
#>   .. ..$ TIME : num [1:640] 0 1 2 3 4 5 6 7 9 11 ...
#>   .. ..$ IPRED: num [1:640] 0 69.2 80.2 75.3 66.9 ...
#>   .. ..$ IWRES: num [1:640] 0 0.0368 -0.0944 0.1683 -0.206 ...
#>   .. ..$ CWRES: num [1:640] 0 -0.0646 -0.9411 1.1911 -1.5154 ...
#>   .. ..$ CL   : num [1:640] 13.6 13.6 13.6 13.6 13.6 ...
#>   .. ..$ V    : num [1:640] 93.6 93.6 93.6 93.6 93.6 ...
#>   .. ..$ KA   : num [1:640] 1.22 1.22 1.22 1.22 1.22 ...
#>   .. ..$ ETA1 : num [1:640] -0.268 -0.268 -0.268 -0.268 -0.268 ...
#>   .. ..$ ETA2 : num [1:640] 0.198 0.198 0.198 0.198 0.198 ...
#>   .. ..$ ETA3 : num [1:640] -0.164 -0.164 -0.164 -0.164 -0.164 ...
#>   .. ..$ AGE  : num [1:640] 55 55 55 55 55 55 55 55 55 55 ...
#>   .. ..$ HT   : num [1:640] 154 154 154 154 154 154 154 154 154 154 ...
#>   .. ..$ WT   : num [1:640] 81 81 81 81 81 ...
#>   .. ..$ SECR : num [1:640] 1 1 1 1 1 1 1 1 1 1 ...
#>   .. ..$ SEX  : Factor w/ 2 levels "1","2": 2 2 2 2 2 2 2 2 2 2 ...
#>   .. ..$ RACE : Factor w/ 3 levels "1","2","3": 2 2 2 2 2 2 2 2 2 2 ...
#>   .. ..$ SMOK : Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ...
#>   .. ..$ HCTZ : Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ...
#>   .. ..$ PROP : Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ...
#>   .. ..$ CON  : Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ...
#>   .. ..$ OCC  : Factor w/ 1 level "0": 1 1 1 1 1 1 1 1 1 1 ...
#>   .. ..$ DV   : num [1:640] 0 71.7 72.6 88 53.1 ...
#>   .. ..$ PRED : num [1:640] 0 86.4 89 75.5 61 ...
#>   .. ..$ RES  : num [1:640] 0 -14.68 -16.4 12.54 -7.91 ...
#>   .. ..$ WRES : num [1:640] 0 -0.105 -0.759 1.208 -1.539 ...
#>   ..@ SData          : NULL
#>   ..@ Data.firstonly :'data.frame':	64 obs. of  12 variables:
#>   .. ..$ SUBJECT_NO: int [1:64] 1 2 3 4 5 6 7 8 9 10 ...
#>   .. ..$ ID        : int [1:64] 1 2 3 4 5 6 7 8 9 10 ...
#>   .. ..$ ETA.1.    : num [1:64] -0.2677 -0.7097 -0.4762 0.0996 -0.3529 ...
#>   .. ..$ ETA.2.    : num [1:64] 0.198 0.186 0.202 -0.429 0.098 ...
#>   .. ..$ ETA.3.    : num [1:64] -0.164 0.737 0.436 0.151 0.524 ...
#>   .. ..$ ETC.1.1.  : num [1:64] 0.00412 0.00646 0.00401 0.00321 0.00328 ...
#>   .. ..$ ETC.2.1.  : num [1:64] -0.002413 -0.002923 -0.001677 0.003449 -0.000594 ...
#>   .. ..$ ETC.2.2.  : num [1:64] 0.00971 0.00622 0.00661 0.00605 0.00691 ...
#>   .. ..$ ETC.3.1.  : num [1:64] -0.00947 -0.01828 -0.01274 -0.00658 -0.01295 ...
#>   .. ..$ ETC.3.2.  : num [1:64] 0.01757 0.00998 0.01247 0.00237 0.01117 ...
#>   .. ..$ ETC.3.3.  : num [1:64] 0.0821 0.3497 0.1956 0.0754 0.2295 ...
#>   .. ..$ OBJ       : num [1:64] 54.04 60.73 9.13 27.62 25.53 ...
#>   ..@ SData.firstonly: NULL
#>   ..@ Runno          : num 1
#>   ..@ Nsim           : NULL
#>   ..@ Doc            : NULL
#>   ..@ Prefs          :Formal class 'xpose.prefs' [package ".GlobalEnv"] with 9 slots
#>   .. .. ..@ Xvardef      :List of 14
#>   .. .. .. ..$ id        : chr "ID"
#>   .. .. .. ..$ idlab     : chr "ID"
#>   .. .. .. ..$ idv       : chr "TIME"
#>   .. .. .. ..$ occ       : chr "OCC"
#>   .. .. .. ..$ dv        : chr "DV"
#>   .. .. .. ..$ pred      : chr "PRED"
#>   .. .. .. ..$ ipred     : chr "IPRED"
#>   .. .. .. ..$ iwres     : chr "IWRES"
#>   .. .. .. ..$ wres      : chr "WRES"
#>   .. .. .. ..$ cwres     : chr "CWRES"
#>   .. .. .. ..$ res       : chr "RES"
#>   .. .. .. ..$ parms     : chr [1:6] "ETA3" "ETA2" "ETA1" "KA" ...
#>   .. .. .. ..$ covariates: chr [1:11] "SEX" "RACE" "SMOK" "HCTZ" ...
#>   .. .. .. ..$ ranpar    : chr [1:3] "ETA1" "ETA2" "ETA3"
#>   .. .. ..@ Labels       :List of 29
#>   .. .. .. ..$ OCC  : chr "Occasion"
#>   .. .. .. ..$ TIME : chr "Time"
#>   .. .. .. ..$ PRED : chr "Population predictions"
#>   .. .. .. ..$ IPRED: chr "Individual predictions"
#>   .. .. .. ..$ IPRE : chr "Individual predictions"
#>   .. .. .. ..$ WRES : chr "Weighted residuals"
#>   .. .. .. ..$ CWRES: chr "Conditional weighted residuals"
#>   .. .. .. ..$ IWRES: chr "Individual weighted residuals"
#>   .. .. .. ..$ IWRE : chr "Individual weighted residuals"
#>   .. .. .. ..$ DV   : chr "Observations"
#>   .. .. .. ..$ RES  : chr "Residuals"
#>   .. .. .. ..$ CL   : chr "Clearance"
#>   .. .. .. ..$ V    : chr "Volume"
#>   .. .. .. ..$ TAD  : chr "Time after dose"
#>   .. .. .. ..$ ID   : chr "ID"
#>   .. .. .. ..$ KA   : chr "KA"
#>   .. .. .. ..$ ETA1 : chr "ETA1"
#>   .. .. .. ..$ ETA2 : chr "ETA2"
#>   .. .. .. ..$ ETA3 : chr "ETA3"
#>   .. .. .. ..$ AGE  : chr "AGE"
#>   .. .. .. ..$ HT   : chr "HT"
#>   .. .. .. ..$ WT   : chr "WT"
#>   .. .. .. ..$ SECR : chr "SECR"
#>   .. .. .. ..$ SEX  : chr "SEX"
#>   .. .. .. ..$ RACE : chr "RACE"
#>   .. .. .. ..$ SMOK : chr "SMOK"
#>   .. .. .. ..$ HCTZ : chr "HCTZ"
#>   .. .. .. ..$ PROP : chr "PROP"
#>   .. .. .. ..$ CON  : chr "CON"
#>   .. .. ..@ Graph.prefs  :List of 102
#>   .. .. .. ..$ type     : chr "b"
#>   .. .. .. ..$ pch      : num 1
#>   .. .. .. ..$ cex      : num 0.8
#>   .. .. .. ..$ lty      : num 1
#>   .. .. .. ..$ lwd      : num 1
#>   .. .. .. ..$ col      : num 4
#>   .. .. .. ..$ fill     : chr "lightblue"
#>   .. .. .. ..$ grid     : logi FALSE
#>   .. .. .. ..$ aspect   : chr "fill"
#>   .. .. .. ..$ condvar  : NULL
#>   .. .. .. ..$ byordfun : chr "median"
#>   .. .. .. ..$ ordby    : NULL
#>   .. .. .. ..$ shingnum : num 6
#>   .. .. .. ..$ shingol  : num 0.5
#>   .. .. .. ..$ abline   : NULL
#>   .. .. .. ..$ abllwd   : num 1
#>   .. .. .. ..$ ablcol   : num 1
#>   .. .. .. ..$ abllty   : num 1
#>   .. .. .. ..$ smlwd    : num 2
#>   .. .. .. ..$ smcol    : num 2
#>   .. .. .. ..$ smlty    : num 1
#>   .. .. .. ..$ smspan   : num 0.667
#>   .. .. .. ..$ smdegr   : num 1
#>   .. .. .. ..$ lmline   : NULL
#>   .. .. .. ..$ lmlwd    : num 2
#>   .. .. .. ..$ lmcol    : num 2
#>   .. .. .. ..$ lmlty    : num 1
#>   .. .. .. ..$ suline   : NULL
#>   .. .. .. ..$ sulwd    : num 2
#>   .. .. .. ..$ sucol    : num 3
#>   .. .. .. ..$ sulty    : num 1
#>   .. .. .. ..$ suspan   : num 0.667
#>   .. .. .. ..$ sudegr   : num 1
#>   .. .. .. ..$ ids      : logi FALSE
#>   .. .. .. ..$ idsmode  : NULL
#>   .. .. .. ..$ idsext   : num 0.05
#>   .. .. .. ..$ idscex   : num 0.7
#>   .. .. .. ..$ idsdir   : chr "both"
#>   .. .. .. ..$ dilfrac  : num 0.7
#>   .. .. .. ..$ diltype  : NULL
#>   .. .. .. ..$ dilci    : num 0.95
#>   .. .. .. ..$ PIuplty  : num 2
#>   .. .. .. ..$ PIdolty  : num 2
#>   .. .. .. ..$ PImelty  : num 1
#>   .. .. .. ..$ PIuptyp  : chr "l"
#>   .. .. .. ..$ PIdotyp  : chr "l"
#>   .. .. .. ..$ PImetyp  : chr "l"
#>   .. .. .. ..$ PIupcol  : chr "black"
#>   .. .. .. ..$ PIdocol  : chr "black"
#>   .. .. .. ..$ PImecol  : chr "black"
#>   .. .. .. ..$ PIuplwd  : num 2
#>   .. .. .. ..$ PIdolwd  : num 2
#>   .. .. .. ..$ PImelwd  : num 2
#>   .. .. .. ..$ PIupltyR : num 1
#>   .. .. .. ..$ PIdoltyR : num 1
#>   .. .. .. ..$ PImeltyR : num 2
#>   .. .. .. ..$ PIuptypR : chr "l"
#>   .. .. .. ..$ PIdotypR : chr "l"
#>   .. .. .. ..$ PImetypR : chr "l"
#>   .. .. .. ..$ PIupcolR : chr "blue"
#>   .. .. .. ..$ PIdocolR : chr "blue"
#>   .. .. .. ..$ PImecolR : chr "blue"
#>   .. .. .. ..$ PIuplwdR : num 2
#>   .. .. .. ..$ PIdolwdR : num 2
#>   .. .. .. ..$ PImelwdR : num 2
#>   .. .. .. ..$ PIupltyM : num 1
#>   .. .. .. ..$ PIdoltyM : num 1
#>   .. .. .. ..$ PImeltyM : num 2
#>   .. .. .. ..$ PIuptypM : chr "l"
#>   .. .. .. ..$ PIdotypM : chr "l"
#>   .. .. .. ..$ PImetypM : chr "l"
#>   .. .. .. ..$ PIupcolM : chr "darkgreen"
#>   .. .. .. ..$ PIdocolM : chr "darkgreen"
#>   .. .. .. ..$ PImecolM : chr "darkgreen"
#>   .. .. .. ..$ PIuplwdM : num 0.5
#>   .. .. .. ..$ PIdolwdM : num 0.5
#>   .. .. .. ..$ PImelwdM : num 0.5
#>   .. .. .. ..$ PIarcol  : chr "lightgreen"
#>   .. .. .. ..$ PIlimits : num [1:2] 0.025 0.975
#>   .. .. .. ..$ bwhoriz  : logi FALSE
#>   .. .. .. ..$ bwratio  : num 1.5
#>   .. .. .. ..$ bwvarwid : logi FALSE
#>   .. .. .. ..$ bwdotpch : num 16
#>   .. .. .. ..$ bwdotcol : chr "black"
#>   .. .. .. ..$ bwdotcex : num 1
#>   .. .. .. ..$ bwreccol : chr "blue"
#>   .. .. .. ..$ bwrecfill: chr "transparent"
#>   .. .. .. ..$ bwreclty : num 1
#>   .. .. .. ..$ bwreclwd : num 1
#>   .. .. .. ..$ bwumbcol : chr "blue"
#>   .. .. .. ..$ bwumblty : num 1
#>   .. .. .. ..$ bwumblwd : num 1
#>   .. .. .. ..$ bwoutcol : chr "blue"
#>   .. .. .. ..$ bwoutcex : num 0.8
#>   .. .. .. ..$ bwoutpch : num 1
#>   .. .. .. ..$ hicol    : num 5
#>   .. .. .. ..$ hiborder : chr "black"
#>   .. .. .. ..$ hilty    : num 1
#>   .. .. .. ..$ hilwd    : num 1
#>   .. .. .. .. [list output truncated]
#>   .. .. ..@ Miss         : num -99
#>   .. .. ..@ Cat.levels   : num 4
#>   .. .. ..@ DV.Cat.levels: num 7
#>   .. .. ..@ Subset       : NULL
#>   .. .. ..@ Gam.prefs    :List of 21
#>   .. .. .. ..$ onlyfirst : logi TRUE
#>   .. .. .. ..$ wts       : logi FALSE
#>   .. .. .. ..$ start.mod : NULL
#>   .. .. .. ..$ steppit   : logi TRUE
#>   .. .. .. ..$ disp      : NULL
#>   .. .. .. ..$ nmods     : num 3
#>   .. .. .. ..$ smoother1 : num 0
#>   .. .. .. ..$ smoother2 : num 1
#>   .. .. .. ..$ smoother3 : chr "ns"
#>   .. .. .. ..$ smoother4 : chr "ns"
#>   .. .. .. ..$ arg1      : NULL
#>   .. .. .. ..$ arg2      : NULL
#>   .. .. .. ..$ arg3      : chr "df=2"
#>   .. .. .. ..$ arg4      : chr "df=3"
#>   .. .. .. ..$ excl1     : NULL
#>   .. .. .. ..$ excl2     : NULL
#>   .. .. .. ..$ excl3     : NULL
#>   .. .. .. ..$ excl4     : NULL
#>   .. .. .. ..$ extra     : NULL
#>   .. .. .. ..$ plot.ids  : logi TRUE
#>   .. .. .. ..$ medianNorm: logi TRUE
#>   .. .. ..@ Bootgam.prefs:List of 10
#>   .. .. .. ..$ n             : num 100
#>   .. .. .. ..$ algo          : chr "fluct.ratio"
#>   .. .. .. ..$ conv.value    : num 1.04
#>   .. .. .. ..$ check.interval: num 20
#>   .. .. .. ..$ start.check   : num 50
#>   .. .. .. ..$ liif          : num 0.2
#>   .. .. .. ..$ ljif.conv     : num 25
#>   .. .. .. ..$ seed          : NULL
#>   .. .. .. ..$ start.mod     : NULL
#>   .. .. .. ..$ excluded.ids  : NULL