hi_sim_data {causaldrf} | R Documentation |
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)
[Package causaldrf version 0.4.2 Index]