MixedModels.jl Documentation

MixedModels.jl is a Julia package providing capabilities for fitting and examining linear and generalized linear mixed-effect models. It is similar in scope to the lme4 package for R.

• Model constructors
• Examples of linear mixed-effects model fits
• Fitting generalized linear mixed models
• Extractor functions
• Model-fit statistics
• Fixed-effects parameter estimates
• Covariance parameter estimates
• Conditional modes of the random effects
• Details of the parameter estimation
• The probability model
• Linear Mixed-Effects Models
• Internal structure of $\Lambda_\theta$ and $\bf Z$
• Generalized Linear Mixed-Effects Models
• Normalized Gauss-Hermite Quadrature
• Evaluating the weights and abscissae
• Application to a model for contraception use