no code implementations • 30 Jun 2017 • Cheng Ju, Richard Wyss, Jessica M. Franklin, Sebastian Schneeweiss, Jenny Häggström, Mark J. Van Der Laan
Collaborative minimum loss-based estimation (C-TMLE) is a novel methodology for causal inference that takes into account information on the causal parameter of interest when selecting a PS model.
no code implementations • 7 Mar 2017 • Cheng Ju, Mary Combs, Samuel D Lendle, Jessica M. Franklin, Richard Wyss, Sebastian Schneeweiss, Mark J. Van Der Laan
In this study, we applied and evaluated the performance of the SL in its ability to predict treatment assignment using three electronic healthcare databases.