training_bias_reduction {causaldata}

Simulated data from a job training program for a bias reduction method

Description

This simulated data is used to demonstrate the bias-reduction method in matching as per Abadie and Imbens (2011).

Usage

training_bias_reduction

Format

A data frame with 8 rows and 4 variables

Unit

Unit ID

Y

Outcome

D

Treatment

X

Matching variable

Details

This data is used in the Matching and Subclassification chapter of Causal Inference: The Mixtape by Cunningham.

Source

Cunningham. 2021. Causal Inference: The Mixtape. Yale Press. https://mixtape.scunning.com/index.html.

References

Cunningham. 2021. Causal Inference: The Mixtape. Yale Press. https://mixtape.scunning.com/index.html.