scholarly journals Propensity score methods for merging observational and experimental datasets

2021 ◽  
Author(s):  
Evan T. R. Rosenman ◽  
Art B. Owen ◽  
Mike Baiocchi ◽  
Hailey R. Banack
Keyword(s):  
Propensity Score ◽  
Propensity Score Methods

scholarly journals Methodological comparison of marginal structural model, time-varying Cox regression, and propensity score methods: the example of antidepressant use and the risk of hip fracture

2016 ◽  
Vol 25 ◽  
pp. 114-121 ◽  
Author(s):  
M. Sanni Ali ◽  
Rolf H. H. Groenwold ◽  
Svetlana V. Belitser ◽  
Patrick C. Souverein ◽  
Elisa Martín ◽  
...  
Keyword(s):  
Hip Fracture ◽  
Propensity Score ◽  
Structural Model ◽  
Cox Regression ◽  
Time Varying ◽  
Marginal Structural Model ◽  
Propensity Score Methods ◽  
Antidepressant Use ◽  
Methodological Comparison

Using conventional and machine learning propensity score methods to examine the effectiveness of 12-step group involvement following inpatient addiction treatment

2021 ◽  
pp. 108943
Author(s):  
Mary Jean Costello ◽  
Yao Li ◽  
Yeying Zhu ◽  
Alyna Walji ◽  
Sarah Sousa ◽  
...  
Keyword(s):  
Machine Learning ◽  
Propensity Score ◽  
Addiction Treatment ◽  
Propensity Score Methods ◽  
Group Involvement

Propensity Score Methods for Creating Covariate Balance in Observational Studies

2011 ◽  
Vol 64 (10) ◽  
pp. 897-903 ◽  
Author(s):  
Cassandra W. Pattanayak ◽  
Donald B. Rubin ◽  
Elizabeth R. Zell
Keyword(s):  
Propensity Score ◽  
Observational Studies ◽  
Propensity Score Methods ◽  
Covariate Balance

scholarly journals Plea for Standardized Reporting and Justification of Propensity Score Methods

2018 ◽  
Vol 68 (4) ◽  
pp. 710-711 ◽  
Author(s):  
Jan A Roth ◽  
Fabrice Juchler ◽  
Andreas F Widmer ◽  
Manuel Battegay
Keyword(s):  
Propensity Score ◽  
Propensity Score Methods ◽  
Standardized Reporting

scholarly journals An evaluation of exact matching and propensity score methods as applied in a comparative effectiveness study of inhaled corticosteroids in asthma

2017 ◽  
Vol Volume 8 ◽  
pp. 15-30 ◽  
Author(s):  
Anne Burden ◽  
Nicolas Roche ◽  
Cristiana Miglio ◽  
Elizabeth V Hillyer ◽  
Dirkje S Postma ◽  
...  
Keyword(s):  
Propensity Score ◽  
Comparative Effectiveness ◽  
Inhaled Corticosteroids ◽  
Effectiveness Study ◽  
Exact Matching ◽  
Propensity Score Methods ◽  
Comparative Effectiveness Study
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