fittedMain

fittedMain,IQLearnSS-method

Extracts the main effects component of the fitted outcome regression for
 the second-stage analysis of the interactive Q-Learning algorithm.

Methods to estimate dynamic treatment regimes using Interactive
Q-Learning, Q-Learning, weighted learning, and value-search methods based on
Augmented Inverse Probability Weighted Estimators and Inverse Probability
Weighted Estimators. Dynamic Treatment Regimes: Statistical Methods for
Precision Medicine, Tsiatis, A. A., Davidian, M. D., Holloway, S. T., and Laber, E. B.,
Chapman & Hall/CRC Press, 2020, ISBN:978-1-4987-6977-8.

Shannon Holloway

DynTxRegime

Methods for Estimating Optimal Dynamic Treatment Regimes

fittedMain function

<dl><dt>object</dt>
<dd>An object of class IQLearnSS</dd>
<dt>...</dt>
<dd>Ignored.</dd></dl>

Arguments

Retrieve the Fitted Main Effects Component from Second Stage IQ-Learning — fittedMain

<dl>

<dt>object</dt>
<dd>An object of class IQLearnSS</dd>


<dt>...</dt>
<dd>Ignored.</dd>

</dl>

fittedMain: Retrieve the Fitted Main Effects Component from Second Stage IQ-Learning

Description

Usage

Arguments