lvimp (version 1.0.0)

Perform Inference on Summaries of Longitudinal Algorithm-Agnostic Variable Importance

Description

Calculate point estimates of and valid confidence intervals for longitudinal summaries of nonparametric, algorithm-agnostic variable importance measures. For more details, see Williamson et al. (2024) .

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Version

Install

install.packages('lvimp')

Version

1.0.0

License

MIT + file LICENSE

Maintainer

Brian D. Williamson

Last Published

December 6th, 2025

Functions in lvimp (1.0.0)

print.lvim

Print a lvim object

lvimp-package

lvimp: Perform Inference on Summaries of Longidutinal Algorithm-Agnostic Variable Importance

format.lvim

Format a lvim object

lvim

Create a Longitudinal Variable Importance Object

lvim_trend

Linear Trend in the Longitudinal Variable Importance Trajectory

lvim_autc

Area Under the Variable Importance Trajectory

lvim_average

Average Longitudinal Variable Importance