HuberHingeSurrogate-methods

.phiFunc,HuberHingeSurrogate-method

.dPhiFunc,HuberHingeSurrogate-method

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

HuberHingeSurrogate-methods function

Methods Available for Objects of Class HuberHingeSurrogate — HuberHingeSurrogate-methods

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

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

Description

Usage

Arguments