hi_sim_data: Simulated data from Hirano and Imbens (2004)

In causaldrf: Estimating Causal Dose Response Functions

Simulated data from Hirano and Imbens (2004)

Description

Simulated data used in the paper "The propensity score with continuous treatments."

Usage

data(hi_sim_data)

Format

A data frame with 1000 rows and 6 variables:

Details

A dataset containing hi_sim_data.

Source

use the hi_sample function

References

Hirano, Keisuke, and Guido W. Imbens. "The propensity score with continuous treatments." Applied Bayesian modeling and causal inference from incomplete-data perspectives (2004): 73-84.

Moodie, Erica EM, and David A. Stephens. "Estimation of dose-response functions for longitudinal data using the generalised propensity score." Statistical methods in medical research 21.2 (2012): 149-166.

Examples

## Example from Hirano and Imbens (2004).
data(hi_sim_data)
head(hi_sim_data)

causaldrf documentation built on Sept. 30, 2022, 1:07 a.m.