Assessing the performance of the generalized propensity score for estimating the effect of quantitative or continuous exposures on binary outcomes-Reference-Cited by-同舟云学术

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Assessing the performance of the generalized propensity score for estimating the effect of quantitative or continuous exposures on binary outcomes

Published:2018-03-06 Issue:11 Volume:37 Page:1874-1894
ISSN:0277-6715
Container-title:Statistics in Medicine
language:en
Short-container-title:Statistics in Medicine

Author:

Austin Peter C.¹²³^ORCID

Affiliation:

1. Institute for Clinical Evaluative Sciences; Toronto Ontario Canada

2. Institute of Health Management, Policy, and Evaluation; University of Toronto; Toronto Ontario Canada

3. Schulich Heart Research Program; Sunnybrook Research Institute; Toronto Ontario Canada

Funder

Heart and Stroke Foundation of Canada

Canadian Institutes of Health Research

Ontario Ministry of Health and Long-Term Care

Publisher

Wiley

Subject

Statistics and Probability,Epidemiology

Reference37 articles.

1. The central role of the propensity score in observational studies for causal effects;Rosenbaum;Biometrika,1983

2. An introduction to propensity-score methods for reducing the effects of confounding in observational studies;Austin;Multivar Behav Res,2011

3. The role of the propensity score in estimating dose-response functions;Imbens;Biometrika,2000

4. Causal inference with general treatment regimes: generalizing the propensity score;Imai;J Am Stat Assoc,2004

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