methods-estimator: Mean Predicted Outcome

In DynTxRegime: Methods for Estimating Dynamic Treatment Regimes

Description

Retrieve the mean predicted outcome if estimated optimal treatment is followed by all patients in the training data.

Usage

 ## S4 method for signature 'DynTxRegime'
estimator(x, ...)  

Arguments

x	an object of class DynTxRegime.
...	ignored.

Details

For the first-stage of IQ-learning, all first-stage objects must be provided as input (arguments x, y, z in no specific order). In addition, dens must be one of norm, nonpar. Specifically, the call takes the form estimator(x,y,z,dens).

Value

Returns the mean predicted outcome if the estimated optimal treatment is followed by all patients in the training data.

Author(s)

Shannon T. Holloway <[e-mail]>

DynTxRegime documentation built on May 2, 2019, 5:21 p.m.