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CIpostSelect

Confidence Interval Post-Selection of Variable

v0.2.2 · Nov 10, 2025 · MIT + file LICENSE

Description

Calculates confidence intervals after variable selection using repeated data splits. The package offers methods to address the challenges of post-selection inference, ensuring more accurate confidence intervals in models involving variable selection. The two main functions are 'lmps', which records the different models selected across multiple data splits as well as the corresponding coefficient estimates, and 'cips', which takes the lmps object as input to select variables and perform inferences using two types of voting.

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

Dependency Network

Dependencies Reverse dependencies MASS doParallel foreach ggplot2 glmnet magrittr mlbench tictoc CIpostSelect

Version History

new 0.2.2 Mar 9, 2026