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designGLMM (version 0.1.0)

Finding Optimal Block Designs for a Generalised Linear Mixed Model

Description

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

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Version

Install

install.packages('designGLMM')

Monthly Downloads

17

Version

0.1.0

License

GPL-3

Maintainer

Stephen Bush

Last Published

February 16th, 2016

Functions in designGLMM (0.1.0)

objfnA_CRD

Calculate A-optimality criterion for Completely Randomised Design with Poisson response
objfnD_CRD

Calculate D-optimality criterion for Completely Randomised Design with Poisson response
objfnA_BD

Calculate A-optimality criterion for Block Design with Poisson response
findOptimalBlockDesign

Find an efficient block design for a Poisson GLMM
objfnD_BD

Calculate D-optimality criterion value for a Block Design
findOptimalApproxDesign

Find an Optimal Approximate Design for Poisson Regression
findOptimalExactDesign

Find optimal Completely Randomised Design using Simulated Annealing
updateDesign_BD

Updating a Block Design
updateDesign_CRD

Update function for Completely Randomised Design search