IPTW.ATE {RcmdrPlugin.EZR}

Inverse probability of treatment weighting using stabilized weights based on propensity score

Description

Return stabilized weights calculated based on propensity score and assess balance of covariates between the groups.

Usage

IPTW.ATE(GLM)

Arguments

GLM

an object of class "glm", usually, a result of a call to glm.

Details

By putting the result of a logistic regression analysis to calculate propensity scores into IPTW.ATE(), this function returns a stabilized weight variable calculated based on propensity scores and assesses the balance of covariates between the groups.

Value

an object of class "glm"