package
0.0.0-20210519035403-ee97d3e48df1
Repository: https://github.com/kshedden/statmodel.git
Documentation: pkg.go.dev

# Packages

No description provided by the author

# README

glm estimates generalized linear models (GLMs) in Go.

See the examples directory for examples. This package can be used to produce results such as this.

Supported features

  • Estimation via IRLS and gonum optimizers

  • Supports many GLM families, links and variance functions

  • Supports estimation for case-weighted datasets

  • Regularized (ridge/LASSO/elastic net) estimation

  • Offsets

  • Unit tests covering all families with their default links and variance functions, and some of the more common non-canonical links

Missing features

  • Performance assessments

  • Model diagnostics

  • Marginalization

  • Missing data handling

  • GEE

  • Inference for survey data