DynTxRegime: optTx – R documentation

Become an expert in R — Interactive courses, Cheat Sheets, certificates and more!

optTx

Extract or Estimate the Optimal Tx and Decision Functions

Description

If newdata is provided, the results of the statistical method are used to estimate the decision functions and/or optimal tx. If newdata is missing, the estimated decision functions and/or optimal tx obtained for the original training data are returned.

Usage

optTx(x, newdata, ...)

## S4 method for signature 'IQLearnFS,data.frame'
optTx(x, newdata, ..., y = NULL, z = NULL, dens = NULL)

## S4 method for signature 'IQLearnFS,missing'
optTx(x, newdata, ..., y = NULL, z = NULL, dens = NULL)

Arguments

`x`	a DynTxRegime Object.
`newdata`	Optional data.frame if estimates for new patients are desired.
`...`	Optional additional input.
`y`	Object of class IQLearnFS
`z`	Object of class IQLearnFS
`dens`	one of {norm, nonpar}

Details

Methods are defined for all statistical methods implemented in DynTxRegime.

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