stan-dev/projpred

R package for "sum of single effects" regression.

⚠️ This is a read-only mirror of the CRAN R package repository. glmnet — Lasso and Elastic-Net Regularized Generalized Linear Models. Homepage: https://glmnet.stanford.edu

Regression Modeling Strategies

Current version of the SuperLearner R package

loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)

R package to compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 100 classes of statistical and ML models. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference

rstanarm R package for Bayesian applied regression modeling

📊 Computation and processing of models' parameters

DoubleML - Double Machine Learning in R