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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

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