Benchmarking Observational Methods by Comparing Randomized Trials and Their Emulations

被引：46

作者：

Dahabreh, Issa J. ^{[1
,2
,3
,4
]}

Robins, James M. ^{[4
,5
]}

Hernan, Miguel A. ^{[4
,5
,6
]}

机构：

[1] Brown Univ, Ctr Evidence Synth Hlth, Providence, RI 02912 USA

[2] Brown Univ, Sch Publ Hlth, Dept Hlth Serv Policy & Practice, Providence, RI 02912 USA

[3] Brown Univ, Sch Publ Hlth, Dept Epidemiol, Providence, RI 02912 USA

[4] Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA USA

[5] Harvard Sch Publ Hlth, Dept Biostat, Boston, MA USA

[6] Harvard Mit Div Hlth Sci & Technol, Boston, MA USA

来源：

EPIDEMIOLOGY | 2020年 / 31卷 / 05期

基金：

美国国家卫生研究院;

关键词：

CAUSAL INFERENCE; TRANSPORTABILITY;

D O I：

10.1097/EDE.0000000000001231

中图分类号：

R1 [预防医学、卫生学];

学科分类号：

1004 ; 120402 ;

摘要：

引用

页码：614 / 619

页数：6

共 24 条

[1]

[Anonymous], 2013, U WASHINGTON SERIES

[2] ''All Generalizations Are Dangerous, Even This One.'' -Alexandre Dumas [J].

Balzer, Laura B. .

EPIDEMIOLOGY, 2017, 28 (04) :562-566

[3] Causal inference and the data-fusion problem [J].

Bareinboim, Elias ;

Pearl, Judea .

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 113 (27) :7345-7352

[4]

Dahabreh IJ, 2019, ARXIV190610792

[5]

Dahabreh IJ, 2019, ARXIV190507764

[6] Extending inferences from a randomized trial to a new target population [J].

Dahabreh, Issa J. ;

Robertson, Sarah E. ;

Steingrimsson, Jon A. ;

Stuart, Elizabeth A. ;

Hernan, Miguel A. .

STATISTICS IN MEDICINE, 2020, 39 (14) :1999-2014

[7] On the Relation Between G-formula and Inverse Probability Weighting Estimators for Generalizing Trial Results [J].

Dahabreh, Issa J. ;

Robertson, Sarah E. ;

Hernan, Miguel A. .

EPIDEMIOLOGY, 2019, 30 (06) :807-812

[8] Generalizing causal inferences from individuals in randomized trials to all trial-eligible individuals [J].

Dahabreh, Issa J. ;

Robertson, Sarah E. ;

Tchetgen, Eric J. ;

Stuart, Elizabeth A. ;

Hernan, Miguel A. .

BIOMETRICS, 2019, 75 (02) :685-694

[9]

HARTMAN E., 2013, Journal of the Royal Statistical Society Series A (Statistics in Society), V10, P1111

[10]

HERNAN M. A., 2020, CAUSAL INFERENCE

← 1 2 3 →