TuringGLM.jl

Bayesian Generalized Linear models using `@formula` syntax.
Author TuringLang
Sub Category Bayesian
Category Probability & Statistics
Website Github
Popularity
58 Stars
Updated Last
1 Year Ago
Started In
November 2021

TuringGLM

Stable Dev Build Status Coverage Coverage Code Style: Blue ColPrac: Contributor's Guide on Collaborative Practices for Community Packages

TuringGLM makes easy to specify Bayesian Generalized Linear Models using the formula syntax and returns an instantiated Turing model.

Heavily inspired by brms (uses RStan or CmdStanR) and bambi (uses PyMC3).

The @formula macro is extended from StatsModels.jl along with MixedModels.jl for the random-effects (a.k.a. group-level predictors).

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