integrate_semiparametric

Formula specifying the integration model for the location component of the surrogate
under treatment. Generally the candidate surrogate will be on the left side
in the formula, and the BIP or BIPs will be on the right side

formula.location

Formula specifying the integration model for the scale component of the surrogate
under treatment. Generally the candidate surrogate will be on the left side
in the formula, and the BIP or BIPs will be on the right side

formula.scale

Other parameters passed to <a rd-options="" href="/link/sp_locscale?package=pseval&version=1.3.1" data-mini-rdoc="pseval::sp_locscale">sp_locscale</a>

Semiparametric integration model using the location-scale model

Contains the core methods for the evaluation of principal
surrogates in a single clinical trial. Provides a flexible interface for
defining models for the risk given treatment and the surrogate, the models
for integration over the missing counterfactual surrogate responses, and the
estimation methods. Estimated maximum likelihood and pseudo-score can be used
for estimation, and the bootstrap for inference. A variety of post-estimation
summary methods are provided, including print, summary, plot, and testing.

Michael Sachs

pseval

Methods for Evaluating Principal Surrogates of Treatment
Response

Michael C Sachs 

Erin E Gabriel 

integrate_semiparametric function

Other parameters passed to <a rd-options='' href='sp_locscale'>sp_locscale</a>

integrate_semiparametric: Semiparametric integration model using the location-scale model

Description

Usage

Arguments