createowl: Create method object for Outcome Weighted Learning

In DynTxRegime: Methods for Estimating Optimal Dynamic Treatment Regimes

Create method object for Outcome Weighted Learning

Description

Create method object for Outcome Weighted Learning

Usage

.createowl(..., kernel, txVec, response, prWgt, surrogate, guess = NULL, mu)

Arguments

kernel	Kernel object
txVec	Vector of tx coded as -1/1
response	Vector of responses
prWgt	Vector of propensity for tx received
surrogate	Surrogate object indicating surrogate loss-function
guess	Vector of estimated regime parameters
mu	Matrix of outcome regression (zero/ignored)

Value

An .owl object

DynTxRegime documentation built on Nov. 25, 2023, 1:09 a.m.