Simulated data from Hirano and Imbens (2004)

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Description

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

Usage

1

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

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