Skip to content

A simple framework for ANOVA on various types of Julia statistical models

License

Notifications You must be signed in to change notification settings

yufongpeng/AnovaBase.jl

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

95 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

AnovaBase

Documentation CI status Coverage
Stable Docs Dev Docs TravisCI

AnovaBase.jl is a Julia package providing a simple framework for Analysis of Variance (ANOVA) on various types of Julia statistical models. It is similar to function anova in R.

Usage

This package is not intentded to be used directly. Use the following packages for different models:

Packages for models Packages for ANOVA Models Fitted by
GLM.jl AnovaGLM.jl TableRegressionModel{<: LinearModel} GLM.lm or fit(LinearModel, _)
TableRegressionModel{<: GeneralizedLinearModel} GLM.glm or fit(GeneralizedLinearModel, _)
MixedModels.jl AnovaMixedModels.jl LinearMixedModel AnovaMixedModels.lme or fit(LinearMixedModel, _)
GeneralizedLinearMixedModel AnovaGLM.glme or fit(GeneralizedLinearMixedModel, _)
FixedEffectModels.jl AnovaFixedEffectModels.jl FixedEffectModel AnovaFixedEffectModels.lfe or FixedEffectModels.reg

TO DO

  1. Implementation of Rao and Mallow's Cp.