SqHingeSurrogate-methods

.phiFunc,SqHingeSurrogate-method

.dPhiFunc,SqHingeSurrogate-method

Methods Available for Objects of Class <code>SqHingeSurrogate</code>
<code>.phiFunc</code>
 calculates squared hinge surrogate loss-function
<code>.dphiFunc</code>
 calculates derivative of squared hinge surrogate loss-function

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

SqHingeSurrogate-methods function

Methods Available for Objects of Class SqHingeSurrogate — SqHingeSurrogate-methods

Methods Available for Objects of Class <code>SqHingeSurrogate</code>

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

Description

Usage

Arguments