Kip Brown

CHUM Research Center

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Estimating Average Treatment Effects With Propensity Scores Estimated With Four Machine Learning Procedures: Simulation Results in High Dimensional Settings and With Time to Event Outcomes

Number of pages: 24 Posted: 16 Nov 2018
Kip Brown, Phil Merrigan and Jimmy Royer
CHUM Research Center, University of Quebec at Montreal (UQAM) and Analysis Group, Inc.
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Abstract:

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machine Learning, propensity score, claims data, impact of treatment on treated