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IBLM

Interpretable Boosted Linear Models

v1.0.2 · Dec 16, 2025 · MIT + file LICENSE

Description

Implements Interpretable Boosted Linear Models (IBLMs). These combine a conventional generalized linear model (GLM) with a machine learning component, such as XGBoost. The package also provides tools within for explaining and analyzing these models. For more details see Gawlowski and Wang (2025) <https://ifoa-adswp.github.io/IBLM/reference/figures/iblm_paper.pdf>.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies cli dplyr fastDummies ggExtra ggplot2 purrr scales statmod withr xgboost IBLM

Version History

new 1.0.2 Mar 9, 2026