causalWeights-class: causalWeights class

In ericdunipace/causalOT: Optimal Transport Weights for Causal Inference

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.

ericdunipace/causalOT documentation built on Aug. 8, 2024, 6:14 p.m.