[R] A question about nlmer in lme4 package

2015-07-11 Thread Patty Haaem via R-help
Dear all,I have studied “Mixed models in R using the lme4 package Part 6: 
Nonlinear mixed models” by Douglas Bates. In this tutorial, there are some 
codes to fit nonlinear mixed models for Theoph data. The codes are as fallows: 
Th. start - c(lKe = -2.5, lKa = 0.5 , lCl = -3) nm1 - nlmer ( conc ~ SSfol 
(Dose , Time ,lKe , lKa , lCl) ~+    0+ lKe+lKa+lCl +(0+ lKe| Subject )+(0+ 
lKa| Subject )+    +(0+ lCl| Subject ), nAGQ =0, Theoph ,+     start = Th.start 
, verbose = TRUE )
  I want to add a covariate (like age) to CL parameter. How should I modify 
above codes? what's more, how  are selected initial values (lKe = -2.5, lKa = 
0.5 , lCl = -3) ?
Thanks in advanceElham
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Re: [R] A question about nlmer in lme4 package

2015-07-11 Thread Ben Bolker
Patty Haaem via R-help r-help at r-project.org writes:


 Dear all,I have studied “Mixed models in R using the lme4 package
 Part 6: Nonlinear mixed models” by Douglas Bates. In this tutorial,
 there are some codes to fit nonlinear mixed models for Theoph
 data. The codes are as [follows:]

Th. start - c(lKe = -2.5, lKa = 0.5 , lCl = -3)
nm1 - nlmer ( conc ~ SSfol(Dose , Time ,lKe , lKa , lCl) ~
0+ lKe+lKa+lCl +(0+ lKe| Subject )+(0+ lKa| Subject )+ 
(0+ lCl| Subject ), nAGQ =0, Theoph , start = Th.start , verbose = TRUE )


   I want to add a covariate (like age) to CL parameter. How should I
 modify above codes? what's more, how  are selected initial
 values (lKe = -2.5, lKa = 0.5 , lCl = -3) ?  Thanks in advanceElham

  You'll do better asking this question on r-sig-mixed-mod...@r-project.org
The short answer (to the first question) is that it's not easy, but it
can be done, see e.g.

http://stackoverflow.com/questions/15141952/nlmer-longitudinal-data
http://rpubs.com/bbolker/3423

  Ben Bolker
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