There are 5 repositories under generalized-linear-models topic.
Statsmodels: statistical modeling and econometrics in Python
A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-convex penalties.
BAS R package for Bayesian Model Averaging and Variable Selection
Fitting dose-response models in R
Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values
From linear regression towards neural networks...
Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning
Modelling DNA methylation profiles
Specification language for generating Generalized Linear Models (with or without mixed effects) from conceptual models
APLR builds predictive, interpretable regression and classification models using Automatic Piecewise Linear Regression. It often rivals tree-based methods in predictive accuracy while offering smoother and interpretable predictions.
A simple framework for ANOVA on various types of Julia statistical models
A GLM based approach to measure CFC
A Bioconductor package and shiny app for DNA methylation data length bias adjustment in gene set testing
GAM workshop for NHS-R Community Conference 2023
one day introduction to generalized nonlinear models using the gnm and logmult R packages
Efficient Variable Selection for GLMs in R
Predicting chemosensitivity using gene expression
Comparison of Several Bayesian Regression Techniques and Gaussian Processes
Collection of end-to-end regression problems (in-depth: linear regression, logistic regression, poisson regression) 📈
Predictive Analysis Course's notes for Computer Science B.S. at Ca' Foscari University of Venice
Constrained likelihood estimation and inference with truncated lasso penalty for linear, generalized linear, and Gaussian graphical models.
Using models to understand relationships and make predictions.
MAMBA – Multi-pAradigM voxel-Based Analysis: a computational cookbot
GLM implementation in c++ with rcpp and armadillo
Conduct one-way and multi-way anova in Julia with GLM.jl