Nonparametric Modelling

2 messages 2 people Latest: Jul 04, 2007

Nonparametric Modelling

From: Rik Schoemaker Date: July 04, 2007 technical
Dear all, I'm trying to implement nonparametric population parameter estimation in NONMEM VI but I run into the following error message: NONPARAMETRIC ESTIMATE REQUESTED. BUT NO INDIVIDUAL RECORDS EXIST WITH DATA MODELED WITH ACTIVE ETA'S As a result no tables are output at all. However, if I leave out the $NONP UNCONDITIONAL the model runs fine and I do get my tables... Any clues? Thanks in advance! Rik Schoemaker $PROB PK C1 $INPUT ID TRT TIME NDV DV CMT AMT SS RATE II MDV WT $DATA DRUG4.NM $SUBROUTINES ADVAN4 TRANS4 $PK TABS = THETA(1)*EXP(ETA(1)) KA = 0.692/TABS S2 = THETA(2)*EXP(ETA(2)) V2 = S2 V3 = THETA(3)*EXP(ETA(3)) CL = THETA(4)*EXP(ETA(4)) Q = THETA(5)*EXP(ETA(5)) ALAG1 = THETA(6)*EXP(ETA(6)) F1 = THETA(7)*EXP(ETA(7)) $ERROR IPRED = LOG(.025) W = THETA(8) IF(F.GT.0) IPRED = LOG(F) IRES = IPRED-DV IWRES = IRES/W Y = IPRED+ERR(1)*W $THETA 1 15 60 12 15 0.6 0.45 0.3 $OMEGA .1 .1 .1 .1 .1 .1 .1 $SIGMA 1 FIXED $EST PRINT=1 MAXEVAL 9999 POSTHOC NOABORT METHOD=1 MSFO=msfb1 $NONP UNCONDITIONAL $COV PRINT=E $TABLE ID TIME NDV DV CMT AMT SS RATE II MDV WT IPRED IRES IWRES FILE = SDTAB1 ONEHEADER NOPRINT $TABLE ID ALAG1 TABS S2 V3 CL Q F1 FILE=PATAB1 ONEHEADER NOPRINT First few data lines: 1 0 0 . . 1 175000 1 . 12 1 58 1 0 0.05 . . 2 . . . . 1 58 1 0 0.2166666667 . . 2 . . . . 1 58 1 0 0.3833333333 . . 2 . . . . 1 58 1 0 0.55 . . 2 . . . . 1 58 1 0 0.7166666667 . . 2 . . . . 1 58 1 0 0.8833333333 . . 2 . . . . 1 58 1 0 1 1206 7.0950643773 2 . . . . 0 58 1 0 1.05 . . 2 . . . . 1 58 1 0 1.2166666667 . . 2 . . . . 1 58 1 0 1.3833333333 . . 2 . . . . 1 58 1 0 1.55 . . 2 . . . . 1 58 1 0 1.7166666667 . . 2 . . . . 1 58 1 0 1.8833333333 . . 2 . . . . 1 58 1 0 2 1206 7.0950643773 2 . . . . 0 58 1 0 2.05 . . 2 . . . . 1 58 1 0 2.2166666667 . . 2 . . . . 1 58 1 0 2.3833333333 . . 2 . . . . 1 58 1 0 2.55 . . 2 . . . . 1 58 1 0 2.7166666667 . . 2 . . . . 1 58 1 0 2.8833333333 . . 2 . . . . 1 58 1 0 3 975 6.882437471 2 . . . . 0 58

Re: Nonparametric Modelling

From: Julie Antic Date: July 04, 2007 technical
The nonparametric option will only estimate the distribution of ETA. The fixed parameters of your model (THETA(1), THETA(2),...,THETA(8)) should be estimated before the non parametric step with a parametric procedure ($EST...). By default, if the (parametric) estimation ($EST) step failed, the nonparametric step is not run. I think, it is your problem because the UNCONDITIONAL option just permits to run the nonparametric step when the $EST step has failed. If I were you, I would try to run the command file without the $NONPARAMETRIC option, and correct eventuel errors... I hope it'll help, good luck, Julie Antic ----- Original Message -----
Quoted reply history
From: Rik Schoemaker To: [email protected] Sent: Wednesday, July 04, 2007 2:30 PM Subject: [NMusers] Nonparametric Modelling Dear all, I'm trying to implement nonparametric population parameter estimation in NONMEM VI but I run into the following error message: NONPARAMETRIC ESTIMATE REQUESTED. BUT NO INDIVIDUAL RECORDS EXIST WITH DATA MODELED WITH ACTIVE ETA'S As a result no tables are output at all. However, if I leave out the $NONP UNCONDITIONAL the model runs fine and I do get my tables... Any clues? Thanks in advance! Rik Schoemaker $PROB PK C1 $INPUT ID TRT TIME NDV DV CMT AMT SS RATE II MDV WT $DATA DRUG4.NM $SUBROUTINES ADVAN4 TRANS4 $PK TABS = THETA(1)*EXP(ETA(1)) KA = 0.692/TABS S2 = THETA(2)*EXP(ETA(2)) V2 = S2 V3 = THETA(3)*EXP(ETA(3)) CL = THETA(4)*EXP(ETA(4)) Q = THETA(5)*EXP(ETA(5)) ALAG1 = THETA(6)*EXP(ETA(6)) F1 = THETA(7)*EXP(ETA(7)) $ERROR IPRED = LOG(.025) W = THETA(8) IF(F.GT.0) IPRED = LOG(F) IRES = IPRED-DV IWRES = IRES/W Y = IPRED+ERR(1)*W $THETA 1 15 60 12 15 0.6 0.45 0.3 $OMEGA .1 .1 .1 .1 .1 .1 .1 $SIGMA 1 FIXED $EST PRINT=1 MAXEVAL 9999 POSTHOC NOABORT METHOD=1 MSFO=msfb1 $NONP UNCONDITIONAL $COV PRINT=E $TABLE ID TIME NDV DV CMT AMT SS RATE II MDV WT IPRED IRES IWRES FILE = SDTAB1 ONEHEADER NOPRINT $TABLE ID ALAG1 TABS S2 V3 CL Q F1 FILE=PATAB1 ONEHEADER NOPRINT First few data lines: 1 0 0 . . 1 175000 1 . 12 1 58 1 0 0.05 . . 2 . . . . 1 58 1 0 0.2166666667 . . 2 . . . . 1 58 1 0 0.3833333333 . . 2 . . . . 1 58 1 0 0.55 . . 2 . . . . 1 58 1 0 0.7166666667 . . 2 . . . . 1 58 1 0 0.8833333333 . . 2 . . . . 1 58 1 0 1 1206 7.0950643773 2 . . . . 0 58 1 0 1.05 . . 2 . . . . 1 58 1 0 1.2166666667 . . 2 . . . . 1 58 1 0 1.3833333333 . . 2 . . . . 1 58 1 0 1.55 . . 2 . . . . 1 58 1 0 1.7166666667 . . 2 . . . . 1 58 1 0 1.8833333333 . . 2 . . . . 1 58 1 0 2 1206 7.0950643773 2 . . . . 0 58 1 0 2.05 . . 2 . . . . 1 58 1 0 2.2166666667 . . 2 . . . . 1 58 1 0 2.3833333333 . . 2 . . . . 1 58 1 0 2.55 . . 2 . . . . 1 58 1 0 2.7166666667 . . 2 . . . . 1 58 1 0 2.8833333333 . . 2 . . . . 1 58 1 0 3 975 6.882437471 2 . . . . 0 58