designGLMM: Finding Optimal Block Designs for a Generalised Linear Mixed Model

Use simulated annealing to find optimal designs for Poisson regression models with blocks.

Author
Stephen Bush and Katya Ruggiero
Date of publication
2016-02-16 13:50:36
Maintainer
Stephen Bush <stephen.bush@uts.edu.au>
License
GPL-3
Version
0.1.0

View on CRAN

Man pages

findOptimalApproxDesign
Find an Optimal Approximate Design for Poisson Regression
findOptimalBlockDesign
Find an efficient block design for a Poisson GLMM
findOptimalExactDesign
Find optimal Completely Randomised Design using Simulated...
objfnA_BD
Calculate A-optimality criterion for Block Design with...
objfnA_CRD
Calculate A-optimality criterion for Completely Randomised...
objfnD_BD
Calculate D-optimality criterion value for a Block Design
objfnD_CRD
Calculate D-optimality criterion for Completely Randomised...
updateDesign_BD
Updating a Block Design
updateDesign_CRD
Update function for Completely Randomised Design search

Files in this package

designGLMM
designGLMM/NAMESPACE
designGLMM/R
designGLMM/R/objfnD_BD.R
designGLMM/R/updateDesign_BD.R
designGLMM/R/findOptimalBlockDesign.R
designGLMM/R/updateDesign_CRD.R
designGLMM/R/findOptimalExactDesign.R
designGLMM/R/objfnA_CRD.R
designGLMM/R/objfnD_CRD.R
designGLMM/R/objfnA_BD.R
designGLMM/R/findOptimalApproxDesign.R
designGLMM/MD5
designGLMM/DESCRIPTION
designGLMM/man
designGLMM/man/updateDesign_BD.Rd
designGLMM/man/findOptimalExactDesign.Rd
designGLMM/man/findOptimalBlockDesign.Rd
designGLMM/man/objfnD_CRD.Rd
designGLMM/man/objfnA_CRD.Rd
designGLMM/man/updateDesign_CRD.Rd
designGLMM/man/findOptimalApproxDesign.Rd
designGLMM/man/objfnA_BD.Rd
designGLMM/man/objfnD_BD.Rd