scholarly journals High-Dimensional Confounding Adjustment Using Continuous Spike and Slab Priors

2019 ◽  
Vol 14 (3) ◽  
pp. 805-828 ◽  
Author(s):  
Joseph Antonelli ◽  
Giovanni Parmigiani ◽  
Francesca Dominici
Keyword(s):  
High Dimensional ◽  
Confounding Adjustment

Variable Selection for Confounding Adjustment in High-dimensional Covariate Spaces When Analyzing Healthcare Databases

Epidemiology ◽  
2017 ◽  
Vol 28 (2) ◽  
pp. 237-248 ◽  
Author(s):  
Sebastian Schneeweiss ◽  
Wesley Eddings ◽  
Robert J. Glynn ◽  
Elisabetta Patorno ◽  
Jeremy Rassen ◽  
...  
Keyword(s):  
Variable Selection ◽  
High Dimensional ◽  
Selection For ◽  
Confounding Adjustment

scholarly journals Doubly robust matching estimators for high dimensional confounding adjustment

Biometrics ◽  
2018 ◽  
Vol 74 (4) ◽  
pp. 1171-1179 ◽  
Author(s):  
Joseph Antonelli ◽  
Matthew Cefalu ◽  
Nathan Palmer ◽  
Denis Agniel
Keyword(s):  
High Dimensional ◽  
Matching Estimators ◽  
Doubly Robust ◽  
Confounding Adjustment
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