IterateFitWithSubsets-class

An outcome regression step with a single model and no
subset modeling.

internal

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.

Shannon Holloway

DynTxRegime

Methods for Estimating Optimal Dynamic Treatment Regimes

IterateFitWithSubsets-class function

Objects can be created by calls of the form <code>new(&quot;IterateFitWithSubsets&quot;, ...)</code>.
These objects are for convenience in package development
and should not be created by users.

Objects from the Class

Class <code>&quot;<a rd-options="" href="/link/IterateFit-class?package=DynTxRegime&version=3.01" data-mini-rdoc="DynTxRegime::IterateFit-class">IterateFit-class</a>&quot;</code> directly.
Classes <code>&quot;<a rd-options="" href="/link/SingleDecisionPoint-class?package=DynTxRegime&version=3.01" data-mini-rdoc="DynTxRegime::SingleDecisionPoint-class">SingleDecisionPoint-class</a>&quot;</code>, 
<code>&quot;<a rd-options="" href="/link/OutcomeRegression-class?package=DynTxRegime&version=3.01" data-mini-rdoc="DynTxRegime::OutcomeRegression-class">OutcomeRegression-class</a>&quot;</code>, and <code>&quot;<a rd-options="" href="/link/SubsetsNotModeled-class?package=DynTxRegime&version=3.01" data-mini-rdoc="DynTxRegime::SubsetsNotModeled-class">SubsetsNotModeled-class</a>&quot;</code>
by class <code>&quot;<a rd-options="" href="/link/IterateFit-class?package=DynTxRegime&version=3.01" data-mini-rdoc="DynTxRegime::IterateFit-class">IterateFit-class</a>&quot;</code> distance 2.

Extends

No methods defined with class <code>&quot;IterateFitWithSubsets&quot;</code> in the signature.

Methods

Class  — IterateFitWithSubsets-class

Class <code>&quot;<a rd-options='' href='IterateFit-class'>IterateFit-class</a>&quot;</code> directly.
Classes <code>&quot;<a rd-options='' href='SingleDecisionPoint-class'>SingleDecisionPoint-class</a>&quot;</code>, 
<code>&quot;<a rd-options='' href='OutcomeRegression-class'>OutcomeRegression-class</a>&quot;</code>, and <code>&quot;<a rd-options='' href='SubsetsNotModeled-class'>SubsetsNotModeled-class</a>&quot;</code>
by class <code>&quot;<a rd-options='' href='IterateFit-class'>IterateFit-class</a>&quot;</code> distance 2.

IterateFitWithSubsets-class: Class

Description

Arguments

Objects from the Class

Extends

Methods

Examples