generate_data_dl: Generate data for compliance using the Ding and Lu model.

In denisagniel/synthate: Synthetic Causal Inference

Description

Generate data for compliance using the Ding and Lu model.

Usage

generate_data_dl(n = 500, theta)

Arguments

n	sample size
theta	paramater controlling the violation of principal ignorability

Value

data.frame including id, covariate x, randomization indicator z, complier indicator c, treatment receipt indicator s, and outcome y.

Examples

generate_data_dl(n = 500, theta = 1)

denisagniel/synthate documentation built on April 16, 2020, 12:45 a.m.