cali_mean_ybinary_algm {CopSens}

Calibrate Estimate of Intervention Mean for Binary Outcome

Description

Calibrate Estimate of Intervention Mean for Binary Outcome

Usage

cali_mean_ybinary_algm(i, gamma, mu_u_tr, mu_u_t, mu_y_t, nsim = 4000)

Arguments

i

Observation index.

gamma

Scalar or vector specifying the sensitivity parameters.

mu_u_tr

Matrix of conditional confounder means for all observed treatments with latent variables in columns.

mu_u_t

Matrix of conditional confounder means for treatments of interest with latent variables in columns.

mu_y_t

Scalar or vector that contains naive estimates of treatment effects ignoring confounding.

nsim

Number of simulation sample draws.

Value

Scalar of calibrated intervention mean.