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createrwl

Create method object for Residual Weighted Learning


Description

Create method object for Residual Weighted Learning

Create method object for Residual Weighted Learning

Usage

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

.createrwlcount(
  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

Value

An .rwl object

An .rwl object


DynTxRegime

Methods for Estimating Optimal Dynamic Treatment Regimes

v4.10
GPL-2
Authors
S. T. Holloway, E. B. Laber, K. A. Linn, B. Zhang, M. Davidian, and A. A. Tsiatis
Initial release
2022-06-05

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