lvim

Create a longitudinal variable importance object from several constituent
cross-sectional variable importance objects.

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) <doi:10.48550/arXiv.2311.01638>.

Brian D. Williamson

lvimp

Perform Inference on Summaries of Longitudinal
Algorithm-Agnostic Variable Importance

lvim function

<dl><dt>vim_list</dt>
<dd>a list of individual, cross-sectional variable importance objects. Assumed
to be in order over time.</dd>
<dt>timepoints</dt>
<dd>a numeric vector of timepoints of interest</dd></dl>

Arguments

Create a Longitudinal Variable Importance Object — lvim

<dl>

<dt>vim_list</dt>
<dd>a list of individual, cross-sectional variable importance objects. Assumed
to be in order over time.</dd>


<dt>timepoints</dt>
<dd>a numeric vector of timepoints of interest</dd>

</dl>

lvim: Create a Longitudinal Variable Importance Object

Description

Usage

Value

Arguments