Bootstrapping

3 messages 3 people Latest: Jul 08, 2003

Bootstrapping

From: Daniel Corrado Date: July 08, 2003 technical
From: Daniel Corrado <daniel_corrado@yahoo.com> Subject: [NMusers] Bootstrapping Date:7/8/2003 11:55 AM For model validation, one of the methods that has been suggested is boot-strapping and getting estimates of the boot-strapped data. I know how to bootstrap my data using SAS to get different datasets (500). How do I run all the datasets together to obtain parameter estimates in NonMem? It is practically impossibel to run the datasets individually to get the estimates Any help would be greatly appreciated. Thanks, Dan

RE: Bootstrapping

From: Sunny Chapel Date: July 08, 2003 technical
From: Sunny Chapel <Sunny.Chapel@aventis.com> Subject: RE: [NMusers] Bootstrapping Date: 7/8/2003 12:26 PM What I do for nonparametric bootstrapping using nonmem is to use perl scripts. You can make a master dataset containg 500 trials and extract one at a time. Then run nonmem and collect the estimates in a separate file. It has been working great! Sunny Chapel, Ph.D. Scientist Aventis Pharmaceuticals Tel) 908)231-4375

RE: Bootstrapping

From: Yaning Wang Date: July 08, 2003 technical
From: Yaning Wang <yaning@ufl.edu> Subject: RE: [NMusers] Bootstrapping Date: 7/8/2003 5:44 PM Use WINGS for NONMEM (free download from the internet, http://wfn.sourceforge.net/) developed by Dr. Nick Holford. You don't have to generate boot-strapped datasets(500) by SAS. WINGS can bootstrap your data, estimate the parameters with NONMEM and combine the results (500 sets of parameter estimates) in one single file. It is really convenient! Yaning Wang Department of Pharmaceutics College of Pharmacy University of Florida _______________________________________________________