MethodObject-methods

.subsetObject,MethodObject-method

.objFn,numeric,MethodObject,Kernel-method

.dobjFn,numeric,MethodObject,Kernel-method

.valueFunc,MethodObject-method

.createMethodObject

Methods Available for Objects of Class <code>MethodObject</code>
Create method object

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. 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

MethodObject-methods function

<dl><dt>kernel</dt>
<dd>Kernel object</dd>
<dt>surrogate</dt>
<dd>Surrogate object indicating surrogate loss-function</dd>
<dt>guess</dt>
<dd>Vector of estimated regime parameters</dd></dl>

Arguments

Methods Available for Objects of Class MethodObject — MethodObject-methods

<dl>

<dt>kernel</dt>
<dd>Kernel object</dd>


<dt>surrogate</dt>
<dd>Surrogate object indicating surrogate loss-function</dd>


<dt>guess</dt>
<dd>Vector of estimated regime parameters</dd>

</dl>

MethodObject-methods: Methods Available for Objects of Class `MethodObject`

Description

Usage

Value

Arguments