Finding Optimal Block Designs for a Generalised Linear Mixed Model

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Documentation for package ‘designGLMM’ version 0.1.0

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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 Annealing
objfnA_BD Calculate A-optimality criterion for Block Design with Poisson response
objfnA_CRD Calculate A-optimality criterion for Completely Randomised Design with Poisson response
objfnD_BD Calculate D-optimality criterion value for a Block Design
objfnD_CRD Calculate D-optimality criterion for Completely Randomised Design with Poisson response
updateDesign_BD Updating a Block Design
updateDesign_CRD Update function for Completely Randomised Design search