CalcNumerator: Calculate the numerator in the estimator Yhat.

In gpapadog/Interference: Causal inference with interference for realistic regimes

Calculate the numerator in the estimator Yhat.

Description

Calculate the numerator in the estimator Yhat.

Usage

CalcNumerator(Ai_j, Xi_j, gamma_numer, alpha, re_alpha, include_alpha = TRUE)

Arguments

Ai_j	A vector of length n_i - 1 including the treatment assignment of all but the unit we are currently considering.
Xi_j	The matrix of covariates for all units in the cluster but the one. This can be the observed values or a counterfactual set of covariates.
gamma_numer	A vector of the numerator coefficients starting with the intercept.
alpha	The average probability of treatment among the n_i - 1 units.
re_alpha	The fixed effect bi that gives average propensity of treatment in the group equal to alpha.
include_alpha	If include_alpha is set to true, the probabilities in the numerator are divided by the specified value of alpha to stabilize the calculation. Defaults to TRUE.

gpapadog/Interference documentation built on Oct. 30, 2022, 9:20 p.m.