Statsmodels: statistical modeling and econometrics in Python
翻译 - Statsmodels：Python中的统计建模和计量经济学
A library of scalable Bayesian generalised linear models with fancy features
#计算机科学#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
#时序数据库#Bayesian Generalized Linear Models with Time-Varying Coefficients
Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values
#计算机科学#Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning
Extensions and additions to vcd: Visualizing Categorical Data
#计算机科学#From linear regression towards neural networks...
🎓 Tidy regression tools for academics
Specification language for generating Generalized Linear Models (with or without mixed effects) from conceptual models
A simple framework for ANOVA on various types of Julia statistical models
#计算机科学#APLR builds predictive, interpretable regression and classification models using Automatic Piecewise Linear Regression. It often rivals tree-based methods in predictive accuracy while offering smoothe...
gnm package for generalized nonlinear models in R
A Bioconductor package and shiny app for DNA methylation data length bias adjustment in gene set testing