two.step.est {cohetsurr} | R Documentation |
Estimates the proportion of treatment effect explained as a function of multiple baseline covariates, W, using a two step, semiparametric model
Description
Estimates the proportion of treatment effect explained as a function of multiple baseline covariates, W, using a two step, semiparametric model
Usage
two.step.est(data.control, data.treat, W.grid.expand.function)
Arguments
data.control |
dataframe containing data from the control group, specifically the outcome Y, the surrogate S, and the baseline covariates W |
data.treat |
dataframe containing data from the treamtent group, specifically the outcome Y, the surrogate S, and the baseline covariates W |
W.grid.expand.function |
expanded version of the W grid of baseline covariates, where each row is a specific combination of the covariates for which the estimates should be provided |
Value
grid of estimates of the proportion of treatment effect explained, the overall treatment effect, and the residual treatment effect for the given baseline covariate combinations
[Package cohetsurr version 1.0 Index]