OWLOptim-class

optimObj,OWLOptim-method

summary,OWLOptim-method

Optimization object for Outcome Weighted Learning.

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

OWLOptim-class function

Objects can be created by calls of the form <code>new(&quot;OWLOptim&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/OptimKernel-class?package=DynTxRegime&version=3.01" data-mini-rdoc="DynTxRegime::OptimKernel-class">OptimKernel-class</a>&quot;</code> directly.
Class <code>&quot;<a rd-options="" href="/link/OptimBasic-class?package=DynTxRegime&version=3.01" data-mini-rdoc="DynTxRegime::OptimBasic-class">OptimBasic-class</a>&quot;</code> by <code>&quot;<a rd-options="" href="/link/OptimKernel-class?package=DynTxRegime&version=3.01" data-mini-rdoc="DynTxRegime::OptimKernel-class">OptimKernel-class</a>&quot;</code>, distance 2.

Extends

<dl class="dl-horizontal">
    <dt>optimObj</dt><dd><code>signature(object = &quot;OWLOptim&quot;)</code>: 
      The object returned by optimization routine. </dd>
    <dt>summary</dt><dd><code>signature(object = &quot;OWLOptim&quot;)</code>: 
      Return summary information about optimization. </dd>
	 </dl>

Methods

Class  — OWLOptim-class

Class <code>&quot;<a rd-options='' href='OptimKernel-class'>OptimKernel-class</a>&quot;</code> directly.
Class <code>&quot;<a rd-options='' href='OptimBasic-class'>OptimBasic-class</a>&quot;</code> by <code>&quot;<a rd-options='' href='OptimKernel-class'>OptimKernel-class</a>&quot;</code>, distance 2.

<dl class='dl-horizontal'>
    <dt>optimObj</dt><dd><code>signature(object = &quot;OWLOptim&quot;)</code>: 
      The object returned by optimization routine. </dd>
    <dt>summary</dt><dd><code>signature(object = &quot;OWLOptim&quot;)</code>: 
      Return summary information about optimization. </dd>
	 </dl>

OWLOptim-class: Class

Description

Arguments

Objects from the Class

Extends

Methods

Examples