Cole, Stephen R.

Constructing Inverse Probability Weights for Marginal Structural Models

Cole, S. R., & Hernan, M. A. (2008) · American Journal of Epidemiology

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 2,796

Overadjustment bias and unnecessary adjustment in epidemiologic studies.

Schisterman, E. F., Cole, S. R., & Platt, R. W. (2009) · Epidemiology

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 2,096

Fruit and vegetable intake and risk of cardiovascular disease: The women’s health study

Liu, S., Manson, J. E., Lee, I.-M., Cole, S. R., Hennekens, C. H., Willett, W. C., & Buring, J. E. (2000) · The American Journal of Clinical Nutrition

Nutritional Studies and DietCardiovascular Health and Risk Factors

Cited by 917

Illustrating bias due to conditioning on a collider

Cole, S. R., Platt, R. W., Schisterman, E. F., Chu, H., Westreich, D., Richardson, D., & Poole, C. (2010) · International Journal of Epidemiology

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 796

Fallibility in estimating direct effects

Cole, S. R., & Hernán, M. A. (2002) · International Journal of Epidemiology

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 548

The Use of Propensity Scores to Assess the Generalizability of Results from Randomized Trials

Stuart, E. A., Cole, S. R., Bradshaw, C. P., & Leaf, P. J. (2011) · Journal of the Royal Statistical Society Series A: Statistics in Society

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 524

Empirical Comparison of Publication Bias Tests in Meta-Analysis

Lin, L., Chu, H., Murad, M. H., Hong, C., Qu, Z., Cole, S. R., & Chen, Y. (2018) · Journal of General Internal Medicine

Meta-analysis and systematic reviewsStatistical Methods in Epidemiology

Cited by 464

Generalizing Study Results: A Potential Outcomes Perspective

Lesko, C. R., Buchanan, A. L., Westreich, D., Edwards, J. K., Hudgens, M. G., & Cole, S. R. (2017) · Epidemiology

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 269

Shared and unique contributions of anger, anxiety, and depression to coronary heart disease: A prospective study in the normative aging study

Kubzansky, L. D., Cole, S. R., Kawachi, I., Vokonas, P., & Sparrow, D. (2006) · Annals of Behavioral Medicine

Cardiac Health and Mental HealthAnxiety, Depression, Psychometrics, Treatment, Cognitive Processes

Cited by 203

Target Validity and the Hierarchy of Study Designs

Westreich, D., Edwards, J. K., Lesko, C. R., Cole, S. R., & Stuart, E. A. (2019) · American Journal of Epidemiology

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 165

AI Estimation of Gestational Age from Blind Ultrasound Sweeps in Low-Resource Settings

Pokaprakarn, T., Prieto, J. C., Price, J. T., Kasaro, M. P., Sindano, N., Shah, H. R., Peterson, M., Akapelwa, M. M., Kapilya, F. M., Sebastião, Y. V., et al. (2022) · NEJM Evidence

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 80

Malaria, malnutrition, and birthweight: A meta-analysis using individual participant data

Cates, J. E., Unger, H. W., Briand, V., Fievet, N., Valea, I., Tinto, H., D’Alessandro, U., Landis, S. H., Adu-Afarwuah, S., Dewey, K. G., et al. (2017) · PLOS Medicine

Malaria Research and ControlChild Nutrition and Water Access

Cited by 74

Imputation approaches for potential outcomes in causal inference

Westreich, D., Edwards, J. K., Cole, S. R., Platt, R. W., Mumford, S. L., & Schisterman, E. F. (2015) · International Journal of Epidemiology

Advanced Causal Inference TechniquesStatistical Methods and Bayesian Inference

Cited by 64

Causal Impact: Epidemiological Approaches for a Public Health of Consequence

Westreich, D., Edwards, J. K., Rogawski, E. T., Hudgens, M. G., Stuart, E. A., & Cole, S. R. (2016) · American Journal of Public Health

Advanced Causal Inference TechniquesStatistical Methods in Epidemiology

Cited by 51

The per-protocol effect of immediate versus deferred antiretroviral therapy initiation

Lodi, S., Sharma, S., Lundgren, J. D., Phillips, A. N., Cole, S. R., Logan, R., Agan, B. K., Babiker, A., Klinker, H., Chu, H., et al. (2016) · AIDS

HIV/AIDS Research and InterventionsHIV/AIDS drug development and treatment

Cited by 27