causalWeights-class: causalWeights class
In causalOT: Optimal Transport Weights for Causal Inference

causalWeights-class

R Documentation

causalWeights class

Description

causalWeights class

Details

This object is returned by the calc_weight function in this package. The slots can be accessed as any S4 object. There is no publicly accessible constructor function.

Slots

w0: A slot with the weights for the control group with n_0 entries. Weights sum to 1.
w1: The weights for the treated group with n_1 entries. Weights sum to 1.
estimand: A character denoting the estimand targeted by the weights. One of "ATT","ATC", or "ATE".
info: A slot to store a variety of info for inference. Currently under development.
method: A character denoting the method used to estimate the weights.
penalty: A list or the selected penalty parameters, if relevant.
data: The dataHolder object containing the original data.
call: The call used to construct the weights.