one_boot_marg_dist {drord} R Documentation

## Get one bootstrap computation of the CDF and PMF estimates

### Description

Get one bootstrap computation of the CDF and PMF estimates

### Usage

one_boot_marg_dist(
treat,
covar,
out,
treat_form,
out_levels,
out_form,
out_model
)


### Arguments

 treat A numeric vector containing treatment status. Should only assume a value 0 or 1. covar A data.frame containing the covariates to include in the working proportional odds model. out A numeric vector containing the outcomes. Missing outcomes are allowed. treat_form The right-hand side of a regression formula for the working model of treatment probability as a function of covariates out_levels A numeric vector containing all ordered levels of the outcome. out_form The right-hand side of a regression formula for the working proportional odds model. NOTE: THIS FORMULA MUST NOT SUPPRESS THE INTERCEPT. out_model Which R function should be used to fit the proportional odds model. Options are "polr" (from the MASS package), "vglm" (from the VGAM package), or "clm" (from the ordinal package).

### Value

Estimates of CDF and PMF for a particular bootstrap sample.

[Package drord version 1.0.1 Index]