Targeted learning in real-world comparative effectiveness research with time-varying interventions

2014 ◽  
Vol 33 (14) ◽  
pp. 2480-2520 ◽  
Author(s):  
Romain Neugebauer ◽  
Julie A. Schmittdiel ◽  
Mark J. van der Laan
Keyword(s):  
Comparative Effectiveness Research ◽  
Real World ◽  
Comparative Effectiveness ◽  
Effectiveness Research ◽  
Time Varying

High-dimensional propensity score algorithm in comparative effectiveness research with time-varying interventions

2015 ◽  
Vol 34 (5) ◽  
pp. 753-781 ◽  
Author(s):  
Romain Neugebauer ◽  
Julie A. Schmittdiel ◽  
Zheng Zhu ◽  
Jeremy A. Rassen ◽  
John D. Seeger ◽  
...  
Keyword(s):  
Propensity Score ◽  
Comparative Effectiveness Research ◽  
Comparative Effectiveness ◽  
High Dimensional ◽  
Effectiveness Research ◽  
Time Varying

Examination of Data, Analytical Issues and Proposed Methods for Conducting Comparative Effectiveness Research Using "Real-World Data"

2011 ◽  
Vol 17 (9 Supp A) ◽  
pp. 1-37
Author(s):  
Demissie Alemayehu ◽  
Riaz Ali ◽  
Jose Ma.J. Alvir ◽  
Joseph C. Cappelleri ◽  
Mark J. Cziraky ◽  
...  
Keyword(s):  
Comparative Effectiveness Research ◽  
Real World ◽  
Comparative Effectiveness ◽  
Effectiveness Research ◽  
Real World Data ◽  
World Data
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