OptimalObj-methods

estimator,OptimalObj-method

optTx,OptimalObj,missing-method

optTx,OptimalObj,data.frame-method

print,OptimalObj-method

show,OptimalObj-method

summary,OptimalObj-method

Methods Available for Objects of Class <code>OptimalObj</code>
<code>estimator(x)</code> 
 retrieves the estimated value obtained by a statistical method.
 Method called determined by class of @optimal.
<code>optTx(x)</code> 
 returns the estimated decision function and/or optimal tx
 Method called determined by class of @optimal.
<code>optTx(x, newdata)</code> 
 returns an error
<code>print(x)</code>
 Prints summary information regarding recommended tx and the estimated
 value. Method called determined by class of @optimal.
<code>show(object)</code>
 Displays summary information regarding recommended tx and the estimated
 value. Method called determined by class of @optimal.
<code>summary(object)</code>
 Returns a summary of estimated decision functions and/or optimal tx. 
 Method called determined by class of @optimal.

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.

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

Description

Usage

Arguments