evaluate_theta_cov: get a covariance matrix for the estimated CDF

In drord: Doubly-Robust Estimators for Ordinal Outcomes

Description

get a covariance matrix for the estimated CDF

Usage

evaluate_theta_cov(cdf_est, treat_prob_est, treat, out, out_levels)

Arguments

cdf_est	The estimates of the treatment-specific CDFs
treat_prob_est	List of estimated probability of treatments, output from call to estimate_treat_prob.
treat	A numeric vector containing treatment status. Should only assume a value 0 or 1.
out	A numeric vector containing the outcomes. Missing outcomes are allowed.
out_levels	A numeric vector containing all ordered levels of the outcome.

Value

Estimated covariance matrix for CDF estimates

drord documentation built on May 21, 2021, 1:06 a.m.