Lista de obras -

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

artículo científico publicado en 2016

An application of model-fitting procedures for marginal structural models

artículo científico publicado en 2005

Causal inference in epidemiological studies with strong confounding ⬇️

artículo científico publicado el 23 de febrero de 2012

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

artículo científico publicado el 1 de enero de 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.

artículo científico publicado en 2006

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

artículo científico

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

artículo científico publicado en 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

artículo científico publicado en 2020

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

artículo científico publicado en 2013

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

artículo científico publicado en 2014

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

artículo científico publicado en 2017

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.

artículo científico publicado en 2013

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

artículo científico publicado en 2013

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

artículo científico publicado en 2020

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

artículo científico publicado en 2019

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

artículo científico publicado el 12 de julio de 2011

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

artículo científico publicado el 1 de agosto de 2013

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

artículo científico publicado en 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

artículo científico publicado en 2016

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

artículo científico publicado en 2017

Lista de obras de

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

An application of model-fitting procedures for marginal structural models

Causal inference in epidemiological studies with strong confounding ⬇️

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

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

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

Cross-validated bagged prediction of survival.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Targeted learning with daily EHR data

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

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