check_inputs: Check inputs to a call to vim, cv_vim, or sp_vim

In vimp: Perform Inference on Algorithm-Agnostic Variable Importance

Check inputs to a call to vim, cv_vim, or sp_vim

Description

Check inputs to a call to vim, cv_vim, or sp_vim

Usage

check_inputs(Y, X, f1, f2, indx)

Arguments

Y	the outcome
X	the covariates
f1	estimator of the population-optimal prediction function using all covariates
f2	estimator of the population-optimal prediction function using the reduced set of covariates
indx	the index or indices of the covariate(s) of interest

Details

Ensure that inputs to vim, cv_vim, and sp_vim follow the correct formats.

Value

None. Called for the side effect of stopping the algorithm if any inputs are in an unexpected format.

vimp documentation built on Aug. 29, 2023, 1:06 a.m.