Optimizing Variance-Bias Trade-Off in the TWANG Package for Estimation of Propensity Scores
- Author(s):
-
Parast, Layla;
McCaffrey, Daniel F.;
Burgette, Lane F.;
Hoces de la Guardia, Fernando;
Golinelli, Daniela;
Miles, Jeremy N. V.;
Griffin, Beth Ann
- Publication Year:
- 2017
- Source:
-
Health Services and Outcomes Research Methodology, v17 p175-197, 2017
- Document Type:
- Article
- Page Count:
- 23
- Subject/Key Words:
-
Variance,
Propensity Score,
Bias Reduction,
Causal Inference,
Machine Learning,
High Risk Students,
Mean-Squared Error
Read More