Affiliation: Kaiser Permanente
- 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....
- Implementation of an outpatient electronic health record and emergency department visits, hospitalizations, and office visits among patients with diabetesMary Reed
Division of Research, Kaiser Permanente Northern California, Oakland, California 94610, USA
JAMA 310:1060-5. 2013..Although the use of EHRs has potential to improve patient health outcomes, the existing evidence has been limited and inconsistent...