- Super learning to hedge against incorrect inference from arbitrary parametric assumptions in marginal structural modelingRomain Neugebauer
Division of Research, Kaiser Permanente Northern California, 2000 Broadway, Oakland, CA 94612, USA
J Clin Epidemiol 66:S99-109. 2013..In this article, we motivate the application of a data-adaptive estimation approach called super learning (SL) to avoid reliance on arbitrary parametric assumptions in CER...
- Dynamic marginal structural modeling to evaluate the comparative effectiveness of more or less aggressive treatment intensification strategies in adults with type 2 diabetesRomain Neugebauer
Division of Research, Kaiser Permanente Northern California, CA, USA
Pharmacoepidemiol Drug Saf 21:99-113. 2012....