S. R. Cole

发表

Tutorial: Introduction to computational causal inference for applied researchers and epidemiologists using reproducible Stata code with translations to R and Python

B. Rachet, M. Mansournia, C. Maringe, 2020 .

Practice of Epidemiology Risk

M. Hudgens, M. Brookhart, D. Westreich, 2015 .

Positivity: Identifiability and Estimability

D. Westreich, P. Zivich, S. R. Cole, 2022, 2207.05010.

The parametric G-formula for time-to-event data: towards intuition with a worked example

Jessie K. Edwards, Stephen R. Cole, A. Keil, 2015 .

Delicatessen: M-Estimation in Python

J. Edwards, P. Zivich, S. R. Cole, 2022, 2203.11300.

FRAILTY PREVALENCE, ONE-YEAR RISK, AND THE EFFECT OF SMOKING AMONG WOMEN WITH AND WITHOUT HIV INFECTION

A. Adimora, J. Edwards, A. Edmonds, 2018 .

Delicatessen: M-Estimation in Python

Jessie K. Edwards, J. Edwards, P. Zivich, 2022, 2203.11300.

Leveraging auxiliary data to improve precision in inverse probability-weighted analyses.

J. Edwards, S. R. Cole, L. Zalla, 2022, Annals of epidemiology.

Commentary Surprise !

J. Edwards, S. R. Cole, 2021 .

Methods G-computation for policy-relevant effects of interventions on time-to-event outcomes

Mardge H. Cohen, A. Adimora, L. Metsch, 2021 .

Bridged treatment comparisons: an illustrative application in HIV treatment

M. Hudgens, J. Edwards, P. Zivich, 2022, 2206.04445.

Analysis of complex survey data using SAS

Stephen R. Cole, S. R. Cole, 2001, Comput. Methods Programs Biomed..

Toward a clearer definition of selection bias when estimating causal effects.

Stephen R. Cole, D. Westreich, C. Howe, 2022, Epidemiology.

Association of Race and Ethnicity With Initial Prescription of Antiretroviral Therapy Among People With HIV in the US.

A. Adimora, T. Sterling, M. Horberg, 2023, JAMA.

Transportability without positivity: a synthesis of statistical and simulation modeling

J. Lessler, E. Lofgren, J. Edwards, 2023, 2303.01572.

Illustration of Two Fusion Designs and Estimators.

Jessie K. Edwards, M. Hudgens, J. Edwards, 2022, American journal of epidemiology.

On the use of covariate supersets for identification conditions.

Jessie K. Edwards, D. Westreich, J. Edwards, 2022, Epidemiology.

Fusing Trial Data for Treatment Comparisons: Single versus Multi-Span Bridging

M. Hudgens, A. Adimora, J. Edwards, 2023, 2305.00845.

Introduction to computational causal inference using reproducible Stata, R, and Python code: A tutorial

B. Rachet, M. Mansournia, C. Leyrat, 2021, Statistics in medicine.

Empirical sandwich variance estimator for iterated conditional expectation g-computation

J. Edwards, P. Zivich, Rachael K Ross, 2023, 2306.10976.

Accounting for nonmonotone missing data using inverse probability weighting.

J. Stringer, D. Westreich, J. Daniels, 2023, Statistics in medicine.

Bridged treatment comparisons: an illustrative application in HIV treatment

M. Hudgens, J. Edwards, P. Zivich, 2022, 2206.04445.

Introducing Proximal Causal Inference for Epidemiologists.

Jessie K. Edwards, E. T. Tchetgen Tchetgen, J. Edwards, 2023, American journal of epidemiology.

Sensitivity Analyses for Misclassification of Cause of Death in the Parametric G-Formula

Richard D Moore, S. Cole, J. Eron, 2018, American journal of epidemiology.

Different effects for different questions: An illustration using short cervix and the risk of preterm birth

Jessie K. Edwards, Stephen R. Cole, J. Stringer, 2022, International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics.

An Illustration of Inverse Probability Weighting to Estimate Policy-Relevant Causal Effects.

Catherine R. Lesko, Richard D Moore, S. Cole, 2016, American journal of epidemiology.

A Causal Inference Framework for Leveraging External Controls in Hybrid Trials

Jiawen Zhu, M. J. Funk, S. R. Cole, 2023, 2305.08969.

Synthesis estimators for positivity violations with a continuous covariate

J. Lessler, P. Zivich, S. R. Cole, 2023, 2311.09388.

Transportability Without Positivity: A Synthesis of Statistical and Simulation Modeling

Jessie K. Edwards, J. Lessler, E. Lofgren, 2023, Epidemiology.

Sensitivity Analyses for Means or Proportions with Missing Outcome Data.

Jessie K. Edwards, M. Hudgens, P. Zivich, 2023, Epidemiology.

Finite sample performance of optimal treatment rule estimators with right-censored outcomes

S. R. Cole, Jess K. Edwards, Michael G Hudgens, 2024, 2401.03084.

Optimizing Treatment for Human Immunodeficiency Virus to Improve Clinical Outcomes Using Precision Medicine.

Jessie K. Edwards, M. Hudgens, A. Adimora, 2023, American journal of epidemiology.

Tutorial: Introduction to computational causal inference using reproducible Stata, R and Python code

B. Rachet, M. Mansournia, P. Zivich, 2020, 2012.09920.