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gam.hp

Hierarchical Partitioning of Adjusted R2 and Explained Deviance for Generalized Additive Models

v0.0-5 · Oct 24, 2025 · GPL

Description

Conducts hierarchical partitioning to calculate individual contributions of each predictor towards adjusted R2 and explained deviance for generalized additive models based on output of 'gam()' and 'bam()' in 'mgcv' package, applying the algorithm in this paper: Lai(2024) <doi:10.1016/j.pld.2024.06.002>.

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

Dependency Network

Dependencies Reverse dependencies mgcv ggplot2 gam.hp

Version History

new 0.0-5 Mar 9, 2026