Causal inference: Critical developments, past and future

Author:

Moodie Erica E. M.1ORCID,Stephens David A.2ORCID

Affiliation:

1. Department of Epidemiology and Biostatistics McGill University, 2001 McGill College Ave Montréal Quebec Canada H3A 1G1

2. Department of Mathematics and Statistics McGill University, 805 Sherbrooke St W Montréal Quebec Canada H3A 2K6

Funder

Natural Sciences and Engineering Research Council of Canada

Publisher

Wiley

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference86 articles.

1. Should a propensity score model be super? The utility of ensemble procedures for causal adjustment;Alam S.;Statistics in Medicine,2019

2. Identification of causal effects using instrumental variables;Angrist J. D.;Journal of the American Statistical Association,1996

3. Recursive partitioning for heterogeneous causal effects;Athey S.;Proceedings of the National Academy of Sciences,2016

4. Doubly‐robust estimation in missing data and causal inference models;Bang H.;Biometrics,2005

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