create_method: Creates the methods to be used in 'ensemble'

In MCKnaus/causalDML: Causal Double Machine Learning

Creates the methods to be used in ensemble

Description

Creates the methods to be used in ensemble

Usage

create_method(method, x_select = NULL, args = list(), name = NULL)

Arguments

method	Choose method from currently c("mean","ols",ridge","plasso",forest_grf","lasso").
x_select	Optional logical vector of length equal to the number of columns of the covariate matrix indicating which variables should be used by this method. E.g. tree-based methods usually should not be provided with the interactions that Lasso is using.
args	Optional list containing the additional arguments that should be passed to the underlying method.
name	Optional string naming the method.

Value

Method that can be passed to ensemble.

MCKnaus/causalDML documentation built on Aug. 19, 2023, 5:47 p.m.