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List of works by Romain Neugebauer

A Case Study of the Impact of Data-Adaptive Versus Model-Based Estimation of the Propensity Scores on Causal Inferences from Three Inverse Probability Weighting Estimators

scientific article published on 01 May 2016

An application of model-fitting procedures for marginal structural models

scientific article published on 13 July 2005

Causal inference in epidemiological studies with strong confounding ⬇️

scientific article published on February 23, 2012

Causal inference in longitudinal studies with history-restricted marginal structural models ⬇️

scientific article published on January 1, 2007

Cohort Profile: The Diabetes Study of Northern California (DISTANCE)--objectives and design of a survey follow-up study of social health disparities in a managed care population

scientific article published on 07 March 2008

Comparison of Mortality and Major Cardiovascular Events Among Adults With Type 2 Diabetes Using Human vs Analogue Insulins

scientific article published on 03 January 2020

Cross-validated bagged prediction of survival.

scientific article published in January 2006

Dynamic marginal structural modeling to evaluate the comparative effectiveness of more or less aggressive treatment intensification strategies in adults with type 2 diabetes.

scientific article published on May 2012

Exercise During the First Trimester of Pregnancy and the Risks of Abnormal Screening and Gestational Diabetes Mellitus

scientific article published on 21 December 2020

Exploiting non-systematic covariate monitoring to broaden the scope of evidence about the causal effects of adaptive treatment strategies

scientific article published on 15 April 2020

Gestational weight gain and adverse pregnancy outcomes by pre-pregnancy BMI category in women with chronic hypertension: A cohort study

scientific article published on 24 October 2020

Health-plan and employer-based wellness programs to reduce diabetes risk: The Kaiser Permanente Northern California NEXT-D Study

scientific article published on January 2013

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

scientific article published on February 2014

Identification of the joint effect of a dynamic treatment intervention and a stochastic monitoring intervention under the no direct effect assumption

scientific article

Identifying hypertension in pregnancy using electronic medical records: The importance of blood pressure values

scientific article published on 03 January 2020

Impact of specific glucose-control strategies on microvascular and macrovascular outcomes in 58,000 adults with type 2 diabetes.

scientific article published on 22 July 2013

Implementation of an outpatient electronic health record and emergency department visits, hospitalizations, and office visits among patients with diabetes.

scientific article published in September 2013

Inpatient-outpatient shared electronic health records: telemedicine and laboratory follow-up after hospital discharge

scientific article published on 01 October 2020

Patients with complex chronic conditions: Health care use and clinical events associated with access to a patient portal.

scientific article published on 19 June 2019

Robust extraction of covariate information to improve estimation efficiency in randomized trials ⬇️

scientific article published on July 12, 2011

Super learning to hedge against incorrect inference from arbitrary parametric assumptions in marginal structural modeling ⬇️

scientific article published on August 1, 2013

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

scientific article published on 17 February 2014

Targeted learning with daily EHR data

scientific article published on 25 April 2019

The Diabetes Telephone Study: Design and challenges of a pragmatic cluster randomized trial to improve diabetic peripheral neuropathy treatment

scientific article published on 31 March 2016

simcausal R Package: Conducting Transparent and Reproducible Simulation Studies of Causal Effect Estimation with Complex Longitudinal Data.

scientific article published on 16 October 2017

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