Stephen R. Cole

35.0k citations
482 papers · 26.8k · 8 hit papers · h-index 77

Impact in

    • Advanced Causal Inference Techniques
    • Statistical Methods and Bayesian Inference
    • Statistical Methods and Inference
    • Statistical Methods in Clinical Trials
  • Virology top 1%

Papers in

    • Advanced Causal Inference Techniques 111
    • Statistical Methods and Bayesian Inference 77
    • Statistical Methods and Inference 54
    • HIV/AIDS Research and Interventions 86
    • HIV/AIDS drug development and treatment 37

Stephen R. Cole

457 papers receiving 26.0k citations

Stephen R. Cole's Hit Papers

Toward a Clearer Definition of Selection Bias When Estimating Causal Effects 2022 · 109 citations
1090+8+17Years since publication50010001.5k2.0k

Peers

Stephen R. Cole
Comparison fields: 5 of 212
  • Statistics and Probability 4.0k
  • Virology 719
  • Emergency Medicine 1.3k
  • Infectious Diseases 2.6k
  • Oncology 2.9k
Replace Milton C. Weinstein with:
Milton C. Weinstein United States
James M. W. Robins United States
Rebecca DerSimonian United States
A. E. Ades United Kingdom
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Sander Greenland United States
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Mitchell H. Gail United States
Liam L Smeeth United Kingdom
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Stephen R. Cole relative to Milton C. Weinstein United States Milton C. Weinstein's profile →
Citations per field
00.5×2×4×5.6×
Milton C. Weinstein · 1×
Citations per year

Countries citing papers authored by Stephen R. Cole

Since Specialization
Citations

This map shows the geographic impact of Stephen R. Cole's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Stephen R. Cole with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stephen R. Cole more than expected).

Fields of papers citing papers by Stephen R. Cole

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Stephen R. Cole. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Stephen R. Cole. The network helps show where Stephen R. Cole may publish in the future.

Co-authors

The 25 scholars most cited alongside Stephen R. Cole, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Stephen R. Cole Line = papers co-authored together Stephen R. Cole links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 482 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Constructing Inverse Probability Weights for Marginal Structural Models
Hit paper breakdown →
20082122
2
Overadjustment Bias and Unnecessary Adjustment in Epidemiologic Studies
Hit paper breakdown →
20091558
3
Competing Risk Regression Models for Epidemiologic Data
Hit paper breakdown →
20091072
4
Fruit and vegetable intake and risk of cardiovascular disease: the Women’s Health Study
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2000730
5 2003686
6
Illustrating bias due to conditioning on a collider
Hit paper breakdown →
2009611
7 2006599
8 2002453
9 2009432
10 2010378
11 2010351
12
Selection Bias Due to Loss to Follow Up in Cohort Studies
Hit paper breakdown →
2015350
13 2006328
14
Empirical Comparison of Publication Bias Tests in Meta-Analysis
Hit paper breakdown →
2018318
15 2008311
16 1999255
17 2016252
18 2003229
19 2017228
20 2005225

About Stephen R. Cole

Stephen R. Cole is a scholar working on Statistics and Probability, Infectious Diseases, Emergency Medicine, Virology and Oncology, having authored 482 papers that have together received 26.8k indexed citations. Recurring topics across this work include Advanced Causal Inference Techniques (111 papers), HIV/AIDS Research and Interventions (86 papers), Statistical Methods and Bayesian Inference (77 papers), Statistical Methods and Inference (54 papers), HIV-related health complications and treatments (44 papers), Colorectal Cancer Screening and Detection (39 papers), HIV/AIDS drug development and treatment (37 papers) and Health Systems, Economic Evaluations, Quality of Life (32 papers). The work is most often cited by research in Statistics and Probability (4.0k citations), Virology (719 citations), Emergency Medicine (1.3k citations), Infectious Diseases (2.6k citations) and Oncology (2.9k citations). Stephen R. Cole has collaborated with scholars based in United States, Australia and South Africa. Frequent co-authors include Miguel Ángel Hernán, Haitao Chu, Enrique F. Schisterman, Robert William Platt, Daniel J. Westreich, Stephen J. Gange, Bonnie Lau, Graeme Paul Young, Jessie K. Edwards and Joseph J. Eron. Their work appears in journals such as American Journal of Epidemiology, Epidemiology, AIDS, JAIDS Journal of Acquired Immune Deficiency Syndromes and Statistics in Medicine.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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