Should a propensity score model be super? The utility of ensemble procedures for causal adjustment
Author:
Affiliation:
1. Department of Epidemiology, Biostatistics and Occupational HealthMcGill University Montreal Canada
2. Department of Mathematics and StatisticsMcGill University Montreal Canada
Funder
Natural Sciences and Engineering Research Council of Canada
Publisher
Wiley
Subject
Statistics and Probability,Epidemiology
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/sim.8075
Reference34 articles.
1. The central role of the propensity score in observational studies for causal effects
2. Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score
3. Variable Selection for Propensity Score Models
4. On principles for modeling propensity scores in medical research
5. Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data
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