Adjustment Methods: Propensity Score Methods for Bias Reduction in the Comparison of a Treatment to a Non‐Randomized Control Group

By R. D'Agostino. 2005

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Strati cation and weighting via the propensity score in estimation of causal treatment e ects : a comparative study (2004, methodology): “Strategies based on matching on propensity scores or adjusting for the propensity score in direct regression modelling [2], which we did not consider, are also popular.”
The Effects of Child Abuse and Exposure to Domestic Violence on Adolescent Internalizing and Externalizing Behavior Problems (2010, methodology): “Using this predicted risk composite score technique for regression adjustment allowed us to control parsimoniously for other variables related to child abuse and domestic violence (Bauer et al. 2006; D’Agostino 1998).”