Daniel Westreich

发表

Exploring the Subtleties of Inverse Probability Weighting and Marginal Structural Models.

Stephen R Cole, Alexander Breskin, Daniel Westreich, 2018, Epidemiology.

Editorial: Innovations in Study Design-A Call for Creative Solutions.

Daniel Westreich, David A Savitz, 2017, American journal of epidemiology.

Imputation approaches for potential outcomes in causal inference.

Stephen R Cole, Enrique F Schisterman, Robert W Platt, 2015, International journal of epidemiology.

Target Validity and the Hierarchy of Study Designs.

Stephen R Cole, Jessie K. Edwards, Elizabeth A Stuart, 2018, American journal of epidemiology.

Comic: A Satistical Investigation of Urban Skylines in Illinois

Daniel Westreich, 2009 .

Transportability of Trial Results Using Inverse Odds of Sampling Weights.

Stephen R Cole, Jessie K. Edwards, Elizabeth Stuart, 2017, American journal of epidemiology.

All your data are always missing: incorporating bias due to measurement error into the potential outcomes framework.

Stephen R Cole, Daniel Westreich, Jessie K Edwards, 2015, International journal of epidemiology.

Berkson's bias, selection bias, and missing data.

Daniel Westreich, D. Westreich, 2012, Epidemiology.

Other Study Designs

Daniel Westreich, 2019 .

Reasons for Missing Data

Daniel Westreich, Zhaohui Su, Christina Mack, 2018 .

Case-Control Studies

Daniel Westreich, 2019 .

RESOLVING AN APPARENT PARADOX IN DOUBLY ROBUST ESTIMATORS

Stephen J Mooney, Stephen R Cole, Jessie K. Edwards, 2018, American journal of epidemiology.

Big Data: A Revolution That Will Transform How We Live, Work, and Think

Daniel Westreich, Ashley I. Naimi, 2014 .

Causal Inference, Causal Effect Estimation, and Systematic Error

Daniel Westreich, 2019 .

Propensity score estimation: neural networks, support vector machines, decision trees (CART), and meta-classifiers as alternatives to logistic regression.

Daniel Westreich, Justin Lessler, Michele Jonsson Funk, 2010, Journal of clinical epidemiology.

Doubly robust estimation of causal effects.

Marie Davidian, Til Stürmer, M Alan Brookhart, 2011, American journal of epidemiology.

An information criterion for marginal structural models

Stephen R Cole, Enrique F Schisterman, M Alan Brookhart, 2013, Statistics in medicine.

Nonparametric Bounds for the Risk Function

Michael G Hudgens, Stephen R Cole, Jessie K. Edwards, 2019, American journal of epidemiology.

Two-stage g-computation

Stephen R Cole, Daniel Westreich, Jessie K Edwards, 2020, Epidemiology.

Using Bounds to Compare the Strength of Exchangeability Assumptions for Internal and External Validity.

Stephen R Cole, Jessie K. Edwards, Alexander Breskin, 2019, American journal of epidemiology.

Group Testing for Severe Acute Respiratory Syndrome– Coronavirus 2 to Enable Rapid Scale-up of Testing and Real-Time Surveillance of Incidence

Michael G Hudgens, Daniel Westreich, Christopher D Pilcher, 2020, The Journal of infectious diseases.

Gender differences in mortality and CD4 count response among virally suppressed HIV-positive patients.

Daniel Westreich, Mhairi Maskew, Matthew P Fox, 2013, Journal of women's health.

Generalizability of Randomized Trial Results to Target Populations

Elizabeth A Stuart, Daniel Westreich, Benjamin Ackerman, 2018, Research on social work practice.

Incomprehensible Discrimination

James Grimmelmann, Daniel Westreich, James Grimmelmann, 2017 .

The role of the c‐statistic in variable selection for propensity score models

Til Stürmer, Daniel Westreich, S. Cole, 2011, Pharmacoepidemiology and drug safety.

Generalizing Study Results: A Potential Outcomes Perspective.

Michael G Hudgens, Stephen R Cole, Jessie K. Edwards, 2017, Epidemiology.

Invited Commentary: Beware the Test-Negative Design.

Michael G Hudgens, Daniel Westreich, M. Hudgens, 2016, American journal of epidemiology.

Propensity score estimation : machine learning and classification methods as alternatives to logistic regression

Daniel Westreich, Justin Lessler, Michele Jonsson Funk, 2010 .

Time at risk and intention-to-treat analyses: parallels and implications for inference.

Stephen R Cole, Enrique F Schisterman, Robert W Platt, 2015, Epidemiology.

Optimizing research in symptomatic uterine fibroids with development of a computable phenotype for use with electronic health records

Emily Pfaff, Daniel Westreich, Jacqueline R. Halladay, 2018, American journal of obstetrics and gynecology.