BAYES Estimation: OBJECTIVE FUNCTION IS INFINITE

From: Xinting Wang Date: June 11, 2015 technical Source: cognigen.com
Dear All, I am using a cascade of the EM estimation methods implemented in Nonmem 7.2 to solve a high-dimension PK/PD problem. The estimation chain is coded as below: $EST MET=SAEM INTER NBURN 00 NITER00 PRINT=5 NOABORT NOPRIOR=0 ISAMPLE SIGL=6 CTYPE=3 IACCEPT=0.4 CONSTRAIN=1 SEED5612 FILE=Saem.ext $EST MET=IMP INTER NITER 00 ISAMPLE00 PRINT=5 SEEDX1987 SIGL=6, CTYPE=3 MAPITER=0 FILE=Imp.ext $EST METYES INTER NBURN000 NITER%000 PRINT NOABORT NOPRIOR=0 FNLETA=0 ISAMPLE_M1=2 ISAMPLE_M2=2 ISAMPLE_M3=2 IACCEPT=0.4 SEED#1457 FILEyes.ext ​The first two estimation methods run successfuly with a convergence, but when it comes to BAYES, an error message always occurs: ​ OBJECTIVE FUNCTION IS INFINITE. PROBLEM ENDED 1THERE ARE ERROR MESSAGES IN FILE PRDERR ​I put safety brakes in the code to prevent ​0**power or square root of negative values, but the problem still occured. Setting lower and upper bound of the initial estimation, but it did not help either. I am wondering if anyone here encountered this issue previously? It seems quite strange to me that SAEM and IMP could succeed, but BAYES fails. Could you please let me know of the possible reasons behind this? Thanks very much. Best Regards -- Xinting
Jun 11, 2015 Xinting Wang BAYES Estimation: OBJECTIVE FUNCTION IS INFINITE
Jun 12, 2015 Xinting Wang BAYES Estimation: OBJECTIVE FUNCTION IS INFINITE
Jun 12, 2015 Klaas Prins RE: BAYES Estimation: OBJECTIVE FUNCTION IS INFINITE