PSOutcome

Create an object useful to present the potential outcomes under each treatment arm
for each principal stratum. Contrasts between treatment arms or principal strata
are easy to obtain from this object.

Estimating causal effects in the presence of post-treatment confounding using principal stratification. 'PStrata' allows for customized monotonicity assumptions and exclusion restriction assumptions, with automatic full Bayesian inference supported by 'Stan'. The main function to use in this package is PStrata(), which provides posterior estimates of principal causal effect with uncertainty quantification. Visualization tools are also provided for diagnosis and interpretation. See Liu and Li (2023) <arXiv:2304.02740> for details.

Bo Liu

PStrata

Principal Stratification Analysis in R

Fan Li

PSOutcome function

<dl><dt>PStrataObj</dt>
<dd>an object of class <code>PStrata</code> or <code>PStrata_survival</code></dd>
<dt>type</dt>
<dd>whether the causal estimand is survival probability or RACE, ignored for non-survival outcomes.</dd></dl>

Arguments

Estimated potential outcome for principal stratification analysis — PSOutcome

<dl>

<dt>PStrataObj</dt>
<dd>an object of class <code>PStrata</code> or <code>PStrata_survival</code></dd>


<dt>type</dt>
<dd>whether the causal estimand is survival probability or RACE, ignored for non-survival outcomes.</dd>

</dl>

PSOutcome: Estimated potential outcome for principal stratification analysis

Description

Usage

Value

Arguments