MixedModels.jl Documentation

Fitting and examining mixed-effects models

Manual Outline

• Fitting linear mixed-effects models
  • A simple example
  • More substantial examples
• Parametric bootstrap for linear mixed-effects models
  • The parametric bootstrap
  • Using the bootstrap! function

Library Outline

• Public Documentation
  • MixedModels

Index

• MixedModels.GeneralizedLinearMixedModel
• MixedModels.LinearMixedModel
• MixedModels.OptSummary
• MixedModels.ReMat
• MixedModels.ScalarReMat
• MixedModels.VarCorr
• MixedModels.VectorReMat
• Base.LinAlg.cond
• Base.std
• MixedModels.LaplaceDeviance
• MixedModels.bootstrap!
• MixedModels.cfactor!
• MixedModels.fixef
• MixedModels.getθ
• MixedModels.glmm
• MixedModels.lmm
• MixedModels.lmm
• MixedModels.lowerbd
• MixedModels.lowerbd
• MixedModels.objective
• MixedModels.pirls!
• MixedModels.pwrss
• MixedModels.ranef
• MixedModels.refit!
• MixedModels.remat
• MixedModels.sdest
• MixedModels.setθ!
• MixedModels.simulate!
• MixedModels.varest
• StatsBase.fit!
• StatsBase.fit!
• StatsBase.vcov