[R] help for color parameter

Zheng Lu zlu at umich.edu
Fri Sep 5 04:39:10 CEST 2008



Dear all: 

I attached the dataset with this email and post codes as  below.  

My questions is related to the 'col=temp.col' for the line and pch in my code, I have 4 IDs, 10 DIDs and each ID include different DIDs, for example, first ID has 3 DIDs, then the color is the first three colors(black, red, green) in the first plot, but in the second plot, why the color change to pink which is 6th one, I actually expect the color is blue which is the 4th one, same problems for the rest of plots. I am confused about the mechnism of picking color in R based on my code, how can I specify the color I want in this situation and code. Basically, I would like to have 10 different colors of line and pch(line and pch will be in same color) for each combination of ID and DID. I expected first 10 colors in R for this plot initially. 

I appreciate your instructions. 

 dogpbmc=read.table('E:\\MPI\\4924\\PBMC-PKPD\\mpbmc.tab', skip=1, header=T)
dogpbmc=dogpbmc[dogpbmc$MDV!=1,]
par(mfrow=c(2,2),mar=c(5,5,4,4))
# E vs t for simultaneous modeling
temp.col=0
for (i in unique(dogpbmc$ID)){
j=dogpbmc$ID==i
plot(dogpbmc$TIME[j], dogpbmc$DV[j], type='n', xlim=c(0,max(dogpbmc$TIME[j&dogpbmc$CMT==4])+1), ylim=c(0,250),xlab='Time (hr)', ylab='PD', cex=0.9)
for (k in unique(dogpbmc$DID)){
 m=dogpbmc$DID==k
temp.col=temp.col+1
#points(dogpbmc$TIME[j&dogpbmc$CMT==4, dogpbmc$PRED[j&dogpbmc$CMT==4], type='l', col=2,lwd=3,lty=1,cex=0.9)
points(dogpbmc$TIME[j&m],dogpbmc$DV[j&m], type='p', col=temp.col, pch=16, lwd=3,lty=1,cex=0.9)
points(dogpbmc$TIME[j&m],dogpbmc$IPRE[j&m], type='l', col=temp.col,lwd=3,lty=1,cex=0.9)
title(paste('ID #',i,sep=''))
}
}

Zheng 
-------------- next part --------------
TABLE NO.  1
          ID         DID        TIME           Y        EVID         MDV         CMT        IPRE          DV        PRED        RES         WRES
  5.0000E+00  1.0000E+00  0.0000E+00  1.1166E+02  1.0000E+00  1.0000E+00  4.0000E+00  0.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00
  5.0000E+00  1.0000E+00  0.0000E+00  1.1166E+02  1.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00
  5.0000E+00  1.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  7.8850E+01  1.1166E+02 -3.2806E+01 -6.7720E-01
  5.0000E+00  1.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.0840E+02  1.1166E+02 -3.2556E+00 -6.7205E-02
  5.0000E+00  1.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.1273E+02  1.1166E+02  1.0744E+00  2.2178E-02
  5.0000E+00  1.0000E+00  5.0000E-01  1.9009E+01  0.0000E+00  0.0000E+00  4.0000E+00  1.9009E+01  2.4130E+01  3.4494E+01 -1.0364E+01  6.0315E-02
  5.0000E+00  1.0000E+00  5.0000E-01  1.9009E+01  0.0000E+00  0.0000E+00  4.0000E+00  1.9009E+01  2.8860E+01  3.4494E+01 -5.6340E+00  3.7637E-01
  5.0000E+00  1.0000E+00  5.0000E-01  1.9009E+01  0.0000E+00  0.0000E+00  4.0000E+00  1.9009E+01  2.9340E+01  3.4494E+01 -5.1540E+00  4.0845E-01
  5.0000E+00  1.0000E+00  1.0000E+00  3.0556E+01  0.0000E+00  0.0000E+00  4.0000E+00  3.0556E+01  2.0630E+01  4.2776E+01 -2.2146E+01 -8.5963E-01
  5.0000E+00  1.0000E+00  1.0000E+00  3.0556E+01  0.0000E+00  0.0000E+00  4.0000E+00  3.0556E+01  2.0690E+01  4.2776E+01 -2.2086E+01 -8.5639E-01
  5.0000E+00  1.0000E+00  2.0000E+00  6.5281E+01  0.0000E+00  0.0000E+00  4.0000E+00  6.5281E+01  1.0266E+02  6.3106E+01  3.9554E+01  1.2369E+00
  5.0000E+00  1.0000E+00  2.0000E+00  6.5281E+01  0.0000E+00  0.0000E+00  4.0000E+00  6.5281E+01  7.5430E+01  6.3106E+01  1.2324E+01  2.4235E-01
  5.0000E+00  1.0000E+00  2.0000E+00  6.5281E+01  0.0000E+00  0.0000E+00  4.0000E+00  6.5281E+01  2.1432E+02  6.3106E+01  1.5121E+02  5.3152E+00
  5.0000E+00  1.0000E+00  4.0000E+00  1.0611E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0611E+02  1.2050E+02  9.4971E+01  2.5529E+01  2.9548E-01
  5.0000E+00  1.0000E+00  4.0000E+00  1.0611E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0611E+02  1.3167E+02  9.4971E+01  3.6699E+01  5.6657E-01
  5.0000E+00  1.0000E+00  8.0000E+00  1.1146E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1146E+02  5.1100E+01  1.1057E+02 -5.9471E+01 -1.2881E+00
  5.0000E+00  1.0000E+00  8.0000E+00  1.1146E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1146E+02  1.2913E+02  1.1057E+02  1.8559E+01  3.3847E-01
  5.0000E+00  1.0000E+00  8.0000E+00  1.1146E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1146E+02  1.2341E+02  1.1057E+02  1.2839E+01  2.1923E-01
  5.0000E+00  1.0000E+00  2.4000E+01  1.1161E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1161E+02  1.4031E+02  1.1163E+02  2.8676E+01  5.9197E-01
  5.0000E+00  1.0000E+00  2.4000E+01  1.1161E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1161E+02  8.8570E+01  1.1163E+02 -2.3064E+01 -4.7629E-01
  5.0000E+00  1.0000E+00  2.4000E+01  1.1161E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1161E+02  1.3479E+02  1.1163E+02  2.3156E+01  4.7800E-01
  5.0000E+00  2.0000E+00  0.0000E+00  0.0000E+00  3.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00
  5.0000E+00  2.0000E+00  0.0000E+00  1.1166E+02  1.0000E+00  1.0000E+00  4.0000E+00  0.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00
  5.0000E+00  2.0000E+00  0.0000E+00  1.1166E+02  1.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00
  5.0000E+00  2.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  7.8850E+01  1.1166E+02 -3.2806E+01 -6.7720E-01
  5.0000E+00  2.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.0840E+02  1.1166E+02 -3.2556E+00 -6.7205E-02
  5.0000E+00  2.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.1273E+02  1.1166E+02  1.0744E+00  2.2178E-02
  5.0000E+00  2.0000E+00  5.0000E-01  7.1485E+00  0.0000E+00  0.0000E+00  4.0000E+00  7.1485E+00  3.0600E+00  1.4481E+01 -1.1421E+01 -6.5636E-01
  5.0000E+00  2.0000E+00  5.0000E-01  7.1485E+00  0.0000E+00  0.0000E+00  4.0000E+00  7.1485E+00  1.2100E+00  1.4481E+01 -1.3271E+01 -9.5082E-01
  5.0000E+00  2.0000E+00  5.0000E-01  7.1485E+00  0.0000E+00  0.0000E+00  4.0000E+00  7.1485E+00  4.0800E+00  1.4481E+01 -1.0401E+01 -4.9401E-01
  5.0000E+00  2.0000E+00  1.0000E+00  1.2463E+01  0.0000E+00  0.0000E+00  4.0000E+00  1.2463E+01  7.2000E+00  1.9152E+01 -1.1952E+01 -8.3807E-01
  5.0000E+00  2.0000E+00  2.0000E+00  3.5676E+01  0.0000E+00  0.0000E+00  4.0000E+00  3.5676E+01  2.2160E+01  3.3758E+01 -1.1598E+01 -1.1020E+00
  5.0000E+00  2.0000E+00  2.0000E+00  3.5676E+01  0.0000E+00  0.0000E+00  4.0000E+00  3.5676E+01  6.6050E+01  3.3758E+01  3.2292E+01  1.8946E+00
  5.0000E+00  2.0000E+00  2.0000E+00  3.5676E+01  0.0000E+00  0.0000E+00  4.0000E+00  3.5676E+01  3.9390E+01  3.3758E+01  5.6320E+00  7.4383E-02
  5.0000E+00  2.0000E+00  4.0000E+00  9.6522E+01  0.0000E+00  0.0000E+00  4.0000E+00  9.6522E+01  8.5360E+01  7.3122E+01  1.2238E+01 -4.0322E-01
  5.0000E+00  2.0000E+00  4.0000E+00  9.6522E+01  0.0000E+00  0.0000E+00  4.0000E+00  9.6522E+01  9.8220E+01  7.3122E+01  2.5098E+01  2.1387E-03
  5.0000E+00  2.0000E+00  8.0000E+00  1.1108E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1108E+02  9.3700E+01  1.0847E+02 -1.4765E+01 -4.5691E-01
  5.0000E+00  2.0000E+00  8.0000E+00  1.1108E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1108E+02  1.4174E+02  1.0847E+02  3.3275E+01  5.6394E-01
  5.0000E+00  2.0000E+00  2.4000E+01  1.1153E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1153E+02  1.2189E+02  1.1159E+02  1.0298E+01  2.1244E-01
  5.0000E+00  3.0000E+00  0.0000E+00  0.0000E+00  3.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00
  5.0000E+00  3.0000E+00  0.0000E+00  1.1166E+02  1.0000E+00  1.0000E+00  4.0000E+00  0.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00
  5.0000E+00  3.0000E+00  0.0000E+00  1.1166E+02  1.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00
  5.0000E+00  3.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  7.8850E+01  1.1166E+02 -3.2806E+01 -6.7720E-01
  5.0000E+00  3.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.0840E+02  1.1166E+02 -3.2556E+00 -6.7205E-02
  5.0000E+00  3.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.1273E+02  1.1166E+02  1.0744E+00  2.2178E-02
  5.0000E+00  3.0000E+00  5.0000E-01  3.6927E+00  0.0000E+00  0.0000E+00  4.0000E+00  3.6927E+00  1.5900E+00  7.7427E+00 -6.1527E+00 -4.5599E-01
  5.0000E+00  3.0000E+00  5.0000E-01  3.6927E+00  0.0000E+00  0.0000E+00  4.0000E+00  3.6927E+00  2.2000E+00  7.7427E+00 -5.5427E+00 -2.7441E-01
  5.0000E+00  3.0000E+00  5.0000E-01  3.6927E+00  0.0000E+00  0.0000E+00  4.0000E+00  3.6927E+00  1.8000E+00  7.7427E+00 -5.9427E+00 -3.9348E-01
  5.0000E+00  3.0000E+00  1.0000E+00  6.6004E+00  0.0000E+00  0.0000E+00  4.0000E+00  6.6004E+00  2.1200E+00  1.0475E+01 -8.3549E+00 -1.0657E+00
  5.0000E+00  3.0000E+00  1.0000E+00  6.6004E+00  0.0000E+00  0.0000E+00  4.0000E+00  6.6004E+00  2.2400E+00  1.0475E+01 -8.2349E+00 -1.0393E+00
  5.0000E+00  3.0000E+00  2.0000E+00  2.1235E+01  0.0000E+00  0.0000E+00  4.0000E+00  2.1235E+01  1.2920E+01  1.9887E+01 -6.9666E+00 -1.1259E+00
  5.0000E+00  3.0000E+00  2.0000E+00  2.1235E+01  0.0000E+00  0.0000E+00  4.0000E+00  2.1235E+01  5.5300E+00  1.9887E+01 -1.4357E+01 -1.9825E+00
  5.0000E+00  3.0000E+00  2.0000E+00  2.1235E+01  0.0000E+00  0.0000E+00  4.0000E+00  2.1235E+01  7.4800E+00  1.9887E+01 -1.2407E+01 -1.7564E+00
  5.0000E+00  3.0000E+00  4.0000E+00  8.5007E+01  0.0000E+00  0.0000E+00  4.0000E+00  8.5007E+01  5.2380E+01  5.4365E+01 -1.9851E+00 -1.3121E+00
  5.0000E+00  3.0000E+00  4.0000E+00  8.5007E+01  0.0000E+00  0.0000E+00  4.0000E+00  8.5007E+01  1.1600E+02  5.4365E+01  6.1635E+01  1.3851E+00
  5.0000E+00  3.0000E+00  4.0000E+00  8.5007E+01  0.0000E+00  0.0000E+00  4.0000E+00  8.5007E+01  8.2740E+01  5.4365E+01  2.8375E+01 -2.4983E-02
  5.0000E+00  3.0000E+00  8.0000E+00  1.1052E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1052E+02  1.1424E+02  1.0545E+02  8.7879E+00 -8.8358E-02
  5.0000E+00  3.0000E+00  8.0000E+00  1.1052E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1052E+02  1.4427E+02  1.0545E+02  3.8818E+01  5.6801E-01
  5.0000E+00  3.0000E+00  8.0000E+00  1.1052E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1052E+02  1.1458E+02  1.0545E+02  9.1279E+00 -8.0927E-02
  5.0000E+00  3.0000E+00  2.4000E+01  1.1141E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1141E+02  1.8111E+02  1.1153E+02  6.9582E+01  1.4375E+00
  5.0000E+00  3.0000E+00  2.4000E+01  1.1141E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1141E+02  1.2632E+02  1.1153E+02  1.4792E+01  3.0517E-01
  1.6000E+01  4.0000E+00  0.0000E+00  1.1166E+02  1.0000E+00  1.0000E+00  4.0000E+00  0.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00
  1.6000E+01  4.0000E+00  0.0000E+00  1.1166E+02  1.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00
  1.6000E+01  4.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.2771E+02  1.1166E+02  1.6051E+01  3.3135E-01
  1.6000E+01  4.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  4.1121E+01  1.1166E+02 -7.0535E+01 -1.4560E+00
  1.6000E+01  4.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.4136E+02  1.1166E+02  2.9703E+01  6.1316E-01
  1.6000E+01  4.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  8.9813E+01  1.1166E+02 -2.1843E+01 -4.5090E-01
  1.6000E+01  4.0000E+00  1.0000E+00  1.5295E+01  0.0000E+00  0.0000E+00  4.0000E+00  1.5295E+01  8.6876E+00  1.9272E+01 -1.0584E+01 -9.6273E-01
  1.6000E+01  4.0000E+00  1.0000E+00  1.5295E+01  0.0000E+00  0.0000E+00  4.0000E+00  1.5295E+01  1.2949E+01  1.9272E+01 -6.3229E+00 -4.5311E-01
  1.6000E+01  4.0000E+00  1.0000E+00  1.5295E+01  0.0000E+00  0.0000E+00  4.0000E+00  1.5295E+01  1.3611E+01  1.9272E+01 -5.6610E+00 -3.7394E-01
  1.6000E+01  4.0000E+00  1.0000E+00  1.5295E+01  0.0000E+00  0.0000E+00  4.0000E+00  1.5295E+01  5.2953E+00  1.9272E+01 -1.3976E+01 -1.3684E+00
  1.6000E+01  4.0000E+00  2.0000E+00  2.7598E+01  0.0000E+00  0.0000E+00  4.0000E+00  2.7598E+01  1.6424E+01  3.4151E+01 -1.7728E+01 -8.8711E-01
  1.6000E+01  4.0000E+00  2.0000E+00  2.7598E+01  0.0000E+00  0.0000E+00  4.0000E+00  2.7598E+01  3.0158E+01  3.4151E+01 -3.9930E+00  3.9841E-02
  1.6000E+01  4.0000E+00  2.0000E+00  2.7598E+01  0.0000E+00  0.0000E+00  4.0000E+00  2.7598E+01  3.2309E+01  3.4151E+01 -1.8418E+00  1.8503E-01
  1.6000E+01  4.0000E+00  2.0000E+00  2.7598E+01  0.0000E+00  0.0000E+00  4.0000E+00  2.7598E+01  3.4088E+01  3.4151E+01 -6.2941E-02  3.0508E-01
  1.6000E+01  4.0000E+00  4.0000E+00  6.5180E+01  0.0000E+00  0.0000E+00  4.0000E+00  6.5180E+01  7.5168E+01  7.3995E+01  1.1728E+00  3.0804E-01
  1.6000E+01  4.0000E+00  4.0000E+00  6.5180E+01  0.0000E+00  0.0000E+00  4.0000E+00  6.5180E+01  7.6285E+01  7.3995E+01  2.2898E+00  3.4283E-01
  1.6000E+01  4.0000E+00  4.0000E+00  6.5180E+01  0.0000E+00  0.0000E+00  4.0000E+00  6.5180E+01  3.5495E+01  7.3995E+01 -3.8500E+01 -9.2774E-01
  1.6000E+01  4.0000E+00  4.0000E+00  6.5180E+01  0.0000E+00  0.0000E+00  4.0000E+00  6.5180E+01  7.4589E+01  7.3995E+01  5.9364E-01  2.9000E-01
  1.6000E+01  4.0000E+00  8.0000E+00  1.0709E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0709E+02  9.3246E+01  1.0866E+02 -1.5418E+01 -2.8479E-01
  1.6000E+01  4.0000E+00  8.0000E+00  1.0709E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0709E+02  5.2539E+01  1.0866E+02 -5.6126E+01 -1.1482E+00
  1.6000E+01  4.0000E+00  8.0000E+00  1.0709E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0709E+02  9.3495E+01  1.0866E+02 -1.5170E+01 -2.7952E-01
  1.6000E+01  4.0000E+00  8.0000E+00  1.0709E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0709E+02  2.9372E+01  1.0866E+02 -7.9293E+01 -1.6396E+00
  1.6000E+01  4.0000E+00  2.4000E+01  1.1154E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1154E+02  1.5824E+02  1.1159E+02  4.6644E+01  9.6366E-01
  1.6000E+01  4.0000E+00  2.4000E+01  1.1154E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1154E+02  1.7168E+02  1.1159E+02  6.0089E+01  1.2414E+00
  1.6000E+01  4.0000E+00  2.4000E+01  1.1154E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1154E+02  2.4602E+02  1.1159E+02  1.3443E+02  2.7768E+00
  1.6000E+01  4.0000E+00  2.4000E+01  1.1154E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1154E+02  1.0367E+02  1.1159E+02 -7.9218E+00 -1.6336E-01
  1.8000E+01  5.0000E+00  0.0000E+00  0.0000E+00  1.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00
  1.8000E+01  5.0000E+00  0.0000E+00  1.1166E+02  1.0000E+00  1.0000E+00  4.0000E+00  0.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00
  1.8000E+01  5.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.6966E+02  1.1166E+02  5.8004E+01  1.1974E+00
  1.8000E+01  5.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  7.2448E+01  1.1166E+02 -3.9208E+01 -8.0935E-01
  1.8000E+01  5.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  8.9367E+01  1.1166E+02 -2.2289E+01 -4.6010E-01
  1.8000E+01  5.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  6.8526E+01  1.1166E+02 -4.3130E+01 -8.9032E-01
  1.8000E+01  5.0000E+00  6.0000E+00  6.9790E+00  0.0000E+00  0.0000E+00  4.0000E+00  6.9790E+00  2.3157E+00  1.4395E+01 -1.2079E+01 -7.0608E-01
  1.8000E+01  5.0000E+00  6.0000E+00  6.9790E+00  0.0000E+00  0.0000E+00  4.0000E+00  6.9790E+00  4.4896E+00  1.4395E+01 -9.9052E+00 -3.5799E-01
  1.8000E+01  5.0000E+00  6.0000E+00  6.9790E+00  0.0000E+00  0.0000E+00  4.0000E+00  6.9790E+00  3.5444E+00  1.4395E+01 -1.0850E+01 -5.0934E-01
  1.8000E+01  5.0000E+00  6.0000E+00  6.9790E+00  0.0000E+00  0.0000E+00  4.0000E+00  6.9790E+00  4.3006E+00  1.4395E+01 -1.0094E+01 -3.8826E-01
  1.8000E+01  5.0000E+00  2.4000E+01  6.6177E+00  0.0000E+00  0.0000E+00  4.0000E+00  6.6177E+00  2.4575E+00  1.4216E+01 -1.1758E+01 -6.1043E-01
  1.8000E+01  5.0000E+00  2.4000E+01  6.6177E+00  0.0000E+00  0.0000E+00  4.0000E+00  6.6177E+00  2.3157E+00  1.4216E+01 -1.1900E+01 -6.3342E-01
  1.8000E+01  5.0000E+00  2.4000E+01  6.6177E+00  0.0000E+00  0.0000E+00  4.0000E+00  6.6177E+00  1.9849E+00  1.4216E+01 -1.2231E+01 -6.8706E-01
  1.8000E+01  5.0000E+00  2.4000E+01  6.6177E+00  0.0000E+00  0.0000E+00  4.0000E+00  6.6177E+00  1.0870E+00  1.4216E+01 -1.3129E+01 -8.3264E-01
  1.8000E+01  6.0000E+00  0.0000E+00  0.0000E+00  3.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00
  1.8000E+01  6.0000E+00  0.0000E+00  0.0000E+00  1.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00
  1.8000E+01  6.0000E+00  0.0000E+00  1.1166E+02  1.0000E+00  1.0000E+00  4.0000E+00  0.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00
  1.8000E+01  6.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  7.2448E+01  1.1166E+02 -3.9208E+01 -8.0935E-01
  1.8000E+01  6.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  8.9367E+01  1.1166E+02 -2.2289E+01 -4.6010E-01
  1.8000E+01  6.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  6.8526E+01  1.1166E+02 -4.3130E+01 -8.9032E-01
  1.8000E+01  6.0000E+00  6.0000E+00  1.3137E+01  0.0000E+00  0.0000E+00  4.0000E+00  1.3137E+01  8.8374E+00  2.5502E+01 -1.6664E+01 -5.5267E-01
  1.8000E+01  6.0000E+00  6.0000E+00  1.3137E+01  0.0000E+00  0.0000E+00  4.0000E+00  1.3137E+01  1.3233E+01  2.5502E+01 -1.2269E+01 -1.5544E-01
  1.8000E+01  6.0000E+00  6.0000E+00  1.3137E+01  0.0000E+00  0.0000E+00  4.0000E+00  1.3137E+01  1.0444E+01  2.5502E+01 -1.5058E+01 -4.0744E-01
  1.8000E+01  6.0000E+00  2.4000E+01  1.2495E+01  0.0000E+00  0.0000E+00  4.0000E+00  1.2495E+01  8.0340E+00  2.5220E+01 -1.7186E+01 -5.6274E-01
  1.8000E+01  6.0000E+00  2.4000E+01  1.2495E+01  0.0000E+00  0.0000E+00  4.0000E+00  1.2495E+01  4.7259E+00  2.5220E+01 -2.0495E+01 -8.6506E-01
  1.8000E+01  6.0000E+00  2.4000E+01  1.2495E+01  0.0000E+00  0.0000E+00  4.0000E+00  1.2495E+01  6.4745E+00  2.5220E+01 -1.8746E+01 -7.0526E-01
  1.8000E+01  6.0000E+00  2.4000E+01  1.2495E+01  0.0000E+00  0.0000E+00  4.0000E+00  1.2495E+01  2.0321E+00  2.5220E+01 -2.3188E+01 -1.1112E+00
  1.8000E+01  7.0000E+00  0.0000E+00  0.0000E+00  3.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00
  1.8000E+01  7.0000E+00  0.0000E+00  1.1166E+02  1.0000E+00  1.0000E+00  4.0000E+00  0.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00
  1.8000E+01  7.0000E+00  0.0000E+00  1.1166E+02  1.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00
  1.8000E+01  7.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.6966E+02  1.1166E+02  5.8004E+01  1.1974E+00
  1.8000E+01  7.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  7.2448E+01  1.1166E+02 -3.9208E+01 -8.0935E-01
  1.8000E+01  7.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  8.9367E+01  1.1166E+02 -2.2289E+01 -4.6010E-01
  1.8000E+01  7.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  6.8526E+01  1.1166E+02 -4.3130E+01 -8.9032E-01
  1.8000E+01  7.0000E+00  6.0000E+00  2.7915E+01  0.0000E+00  0.0000E+00  4.0000E+00  2.7915E+01  2.4716E+01  4.7486E+01 -2.2770E+01 -5.3167E-01
  1.8000E+01  7.0000E+00  6.0000E+00  2.7915E+01  0.0000E+00  0.0000E+00  4.0000E+00  2.7915E+01  2.3204E+01  4.7486E+01 -2.4282E+01 -6.0507E-01
  1.8000E+01  7.0000E+00  6.0000E+00  2.7915E+01  0.0000E+00  0.0000E+00  4.0000E+00  2.7915E+01  2.0463E+01  4.7486E+01 -2.7023E+01 -7.3811E-01
  1.8000E+01  7.0000E+00  6.0000E+00  2.7915E+01  0.0000E+00  0.0000E+00  4.0000E+00  2.7915E+01  2.3677E+01  4.7486E+01 -2.3809E+01 -5.8213E-01
  1.8000E+01  7.0000E+00  2.4000E+01  2.6747E+01  0.0000E+00  0.0000E+00  4.0000E+00  2.6747E+01  1.0728E+01  4.7095E+01 -3.6367E+01 -1.1721E+00
  1.8000E+01  7.0000E+00  2.4000E+01  2.6747E+01  0.0000E+00  0.0000E+00  4.0000E+00  2.6747E+01  2.8025E+01  4.7095E+01 -1.9070E+01 -3.2553E-01
  1.8000E+01  7.0000E+00  2.4000E+01  2.6747E+01  0.0000E+00  0.0000E+00  4.0000E+00  2.6747E+01  1.0633E+01  4.7095E+01 -3.6461E+01 -1.1767E+00
  1.8000E+01  7.0000E+00  2.4000E+01  2.6747E+01  0.0000E+00  0.0000E+00  4.0000E+00  2.6747E+01  2.3960E+01  4.7095E+01 -2.3134E+01 -5.2444E-01
  2.0000E+01  8.0000E+00  0.0000E+00  0.0000E+00  1.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00
  2.0000E+01  8.0000E+00  0.0000E+00  1.1166E+02  1.0000E+00  1.0000E+00  4.0000E+00  0.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00
  2.0000E+01  8.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  7.6984E+01  1.1166E+02 -3.4672E+01 -7.1573E-01
  2.0000E+01  8.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.5373E+02  1.1166E+02  4.2076E+01  8.6856E-01
  2.0000E+01  8.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  8.8217E+01  1.1166E+02 -2.3439E+01 -4.8384E-01
  2.0000E+01  8.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  8.1068E+01  1.1166E+02 -3.0587E+01 -6.3141E-01
  2.0000E+01  8.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.2592E+02  1.1166E+02  1.4267E+01  2.9452E-01
  2.0000E+01  8.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  8.9709E+01  1.1166E+02 -2.1946E+01 -4.5303E-01
  2.0000E+01  8.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.0275E+02  1.1166E+02 -8.9062E+00 -1.8385E-01
  2.0000E+01  8.0000E+00  2.4000E+01  7.4560E+01  0.0000E+00  0.0000E+00  4.0000E+00  7.4560E+01  6.6300E+01  6.1018E+01  5.2818E+00 -1.5712E-01
  2.0000E+01  8.0000E+00  2.4000E+01  7.4560E+01  0.0000E+00  0.0000E+00  4.0000E+00  7.4560E+01  2.3488E+01  6.1018E+01 -3.7530E+01 -1.7743E+00
  2.0000E+01  8.0000E+00  4.8000E+01  7.4554E+01  0.0000E+00  0.0000E+00  4.0000E+00  7.4554E+01  5.2082E+01  6.1006E+01 -8.9238E+00 -6.9411E-01
  2.0000E+01  8.0000E+00  4.8000E+01  7.4554E+01  0.0000E+00  0.0000E+00  4.0000E+00  7.4554E+01  2.2985E+02  6.1006E+01  1.6885E+02  6.0223E+00
  2.0000E+01  8.0000E+00  4.8000E+01  7.4554E+01  0.0000E+00  0.0000E+00  4.0000E+00  7.4554E+01  6.9364E+01  6.1006E+01  8.3582E+00 -4.1171E-02
  2.0000E+01  8.0000E+00  4.8000E+01  7.4554E+01  0.0000E+00  0.0000E+00  4.0000E+00  7.4554E+01  5.5302E+01  6.1006E+01 -5.7031E+00 -5.7243E-01
  2.0000E+01  8.0000E+00  7.2000E+01  7.4553E+01  0.0000E+00  0.0000E+00  4.0000E+00  7.4553E+01  5.8052E+01  6.1004E+01 -2.9522E+00 -4.6854E-01
  2.0000E+01  8.0000E+00  7.2000E+01  7.4553E+01  0.0000E+00  0.0000E+00  4.0000E+00  7.4553E+01  8.7588E+01  6.1004E+01  2.6584E+01  6.4743E-01
  2.0000E+01  8.0000E+00  7.2000E+01  7.4553E+01  0.0000E+00  0.0000E+00  4.0000E+00  7.4553E+01  8.9945E+01  6.1004E+01  2.8941E+01  7.3647E-01
  2.0000E+01  8.0000E+00  7.2000E+01  7.4553E+01  0.0000E+00  0.0000E+00  4.0000E+00  7.4553E+01  1.2490E+02  6.1004E+01  6.3898E+01  2.0572E+00
  2.0000E+01  9.0000E+00  0.0000E+00  0.0000E+00  3.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00
  2.0000E+01  9.0000E+00  0.0000E+00  0.0000E+00  1.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00
  2.0000E+01  9.0000E+00  0.0000E+00  1.1166E+02  1.0000E+00  1.0000E+00  4.0000E+00  0.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00
  2.0000E+01  9.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  7.6984E+01  1.1166E+02 -3.4672E+01 -7.1573E-01
  2.0000E+01  9.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.5373E+02  1.1166E+02  4.2076E+01  8.6856E-01
  2.0000E+01  9.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  8.8217E+01  1.1166E+02 -2.3439E+01 -4.8384E-01
  2.0000E+01  9.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  8.1068E+01  1.1166E+02 -3.0587E+01 -6.3141E-01
  2.0000E+01  9.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.2592E+02  1.1166E+02  1.4267E+01  2.9452E-01
  2.0000E+01  9.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  8.9709E+01  1.1166E+02 -2.1946E+01 -4.5303E-01
  2.0000E+01  9.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.0275E+02  1.1166E+02 -8.9062E+00 -1.8385E-01
  2.0000E+01  9.0000E+00  2.4000E+01  8.9413E+01  0.0000E+00  0.0000E+00  4.0000E+00  8.9413E+01  8.3582E+01  7.8912E+01  4.6699E+00 -7.2050E-02
  2.0000E+01  9.0000E+00  2.4000E+01  8.9413E+01  0.0000E+00  0.0000E+00  4.0000E+00  8.9413E+01  5.8995E+01  7.8912E+01 -1.9918E+01 -7.9021E-01
  2.0000E+01  9.0000E+00  4.8000E+01  8.9408E+01  0.0000E+00  0.0000E+00  4.0000E+00  8.9408E+01  9.8115E+01  7.8901E+01  1.9213E+01  3.5261E-01
  2.0000E+01  9.0000E+00  4.8000E+01  8.9408E+01  0.0000E+00  0.0000E+00  4.0000E+00  8.9408E+01  1.0338E+02  7.8901E+01  2.4476E+01  5.0635E-01
  2.0000E+01  9.0000E+00  4.8000E+01  8.9408E+01  0.0000E+00  0.0000E+00  4.0000E+00  8.9408E+01  8.4682E+01  7.8901E+01  5.7804E+00 -3.9796E-02
  2.0000E+01  9.0000E+00  4.8000E+01  8.9408E+01  0.0000E+00  0.0000E+00  4.0000E+00  8.9408E+01  1.0063E+02  7.8901E+01  2.1727E+01  4.2604E-01
  2.0000E+01  9.0000E+00  7.2000E+01  8.9408E+01  0.0000E+00  0.0000E+00  4.0000E+00  8.9408E+01  9.2145E+01  7.8900E+01  1.3244E+01  1.7822E-01
  2.0000E+01  9.0000E+00  7.2000E+01  8.9408E+01  0.0000E+00  0.0000E+00  4.0000E+00  8.9408E+01  7.0778E+01  7.8900E+01 -8.1226E+00 -4.4596E-01
  2.0000E+01  9.0000E+00  7.2000E+01  8.9408E+01  0.0000E+00  0.0000E+00  4.0000E+00  8.9408E+01  2.0440E+02  7.8900E+01  1.2550E+02  3.4575E+00
  2.0000E+01  9.0000E+00  7.2000E+01  8.9408E+01  0.0000E+00  0.0000E+00  4.0000E+00  8.9408E+01  1.0605E+02  7.8900E+01  2.7148E+01  5.8440E-01
  2.0000E+01  1.0000E+01  0.0000E+00  0.0000E+00  3.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00
  2.0000E+01  1.0000E+01  0.0000E+00  0.0000E+00  1.0000E+00  1.0000E+00  1.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00  0.0000E+00
  2.0000E+01  1.0000E+01  0.0000E+00  1.1166E+02  1.0000E+00  1.0000E+00  4.0000E+00  0.0000E+00  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00
  2.0000E+01  1.0000E+01  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  7.6984E+01  1.1166E+02 -3.4672E+01 -7.1573E-01
  2.0000E+01  1.0000E+01  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.5373E+02  1.1166E+02  4.2076E+01  8.6856E-01
  2.0000E+01  1.0000E+01  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  8.8217E+01  1.1166E+02 -2.3439E+01 -4.8384E-01
  2.0000E+01  1.0000E+01  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  8.1068E+01  1.1166E+02 -3.0587E+01 -6.3141E-01
  2.0000E+01  1.0000E+01  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.2592E+02  1.1166E+02  1.4267E+01  2.9452E-01
  2.0000E+01  1.0000E+01  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  8.9709E+01  1.1166E+02 -2.1946E+01 -4.5303E-01
  2.0000E+01  1.0000E+01  0.0000E+00  1.1166E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.1166E+02  1.0275E+02  1.1166E+02 -8.9062E+00 -1.8385E-01
  2.0000E+01  1.0000E+01  2.4000E+01  1.0155E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0155E+02  1.0683E+02  9.5762E+01  1.1073E+01  1.7371E-01
  2.0000E+01  1.0000E+01  2.4000E+01  1.0155E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0155E+02  1.1862E+02  9.5762E+01  2.2856E+01  4.5732E-01
  2.0000E+01  1.0000E+01  2.4000E+01  1.0155E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0155E+02  9.2852E+01  9.5762E+01 -2.9101E+00 -1.6284E-01
  2.0000E+01  1.0000E+01  2.4000E+01  1.0155E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0155E+02  1.3873E+02  9.5762E+01  4.2966E+01  9.4134E-01
  2.0000E+01  1.0000E+01  4.8000E+01  1.0155E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0155E+02  1.0778E+02  9.5755E+01  1.2022E+01  1.9647E-01
  2.0000E+01  1.0000E+01  4.8000E+01  1.0155E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0155E+02  1.0660E+02  9.5755E+01  1.0843E+01  1.6811E-01
  2.0000E+01  1.0000E+01  4.8000E+01  1.0155E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0155E+02  7.7926E+01  9.5755E+01 -1.7829E+01 -5.2205E-01
  2.0000E+01  1.0000E+01  4.8000E+01  1.0155E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0155E+02  9.3401E+01  9.5755E+01 -2.3539E+00 -1.4955E-01
  2.0000E+01  1.0000E+01  7.2000E+01  1.0155E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0155E+02  1.7596E+02  9.5755E+01  8.0208E+01  1.8378E+00
  2.0000E+01  1.0000E+01  7.2000E+01  1.0155E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0155E+02  1.2262E+02  9.5755E+01  2.6869E+01  5.5386E-01
  2.0000E+01  1.0000E+01  7.2000E+01  1.0155E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0155E+02  1.1697E+02  9.5755E+01  2.1213E+01  4.1771E-01
  2.0000E+01  1.0000E+01  7.2000E+01  1.0155E+02  0.0000E+00  0.0000E+00  4.0000E+00  1.0155E+02  1.1642E+02  9.5755E+01  2.0663E+01  4.0448E-01


More information about the R-help mailing list