Jeremy M. G. Taylor

Also affiliated with University of Michigan, University of Rochester Medicine, Cancer Research And Biostatistics

MathematicsMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 4%percentile

0.857Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Data integration: exploiting ratios of parameter estimates from a reduced external model

Biometrika(2022)10.1093/biomet/asac022

Top 23%

0.857DataRank

Top 23%22 citations

Kyuseong Choi, Peisong Han, Jeremy M. G. Taylor

Papers

Driven by 42 papers — median percentile 77. Top paper: “Data integration: exploiting ratios of parameter estimates from a reduced external model”.

Data integration: exploiting ratios of parameter estimates from a reduced external model

Biometrika(2022)10.1093/biomet/asac022

Top 23%

0.857DataRank

Top 23%22 citations

Kyuseong Choi, Peisong Han, Jeremy M. G. Taylor

Oral Microbiome Community Composition in Head and Neck Squamous Cell Carcinoma

Cancers(2023)10.3390/cancers15092549

N/A

0.510DataRank · unranked

29 citations

Kai Wang, Katherine R. Zarins, Emily L. Bellile, Freida Blostein, Ilona Argirion +7 more

Statistical issues for HIV surrogate endpoints: point/counterpoint

Statistics in Medicine(1998)10.1002/(sici)1097-0258(19981115)17:21<2435::aid-sim994>3.3.co;2-7

N/A

0.483DataRank · unranked

24 citations

Patricia Reichelderfer, Brian Conway, Robert W. Coombs, Lawrence Crane, Ralph Demasi +21 more

Characterization of outcomes in patients with advanced genitourinary malignancies treated with immune checkpoint inhibitors

Urologic Oncology Seminars and Original Investigations(2021)10.1016/j.urolonc.2021.01.006

N/A

0.396DataRank · unranked

13 citations

Christopher Su, Miriam M. Hu, Jeremy M. G. Taylor, Stephanie Daignault‐Newton, Olesia Kellezi +13 more

Surrogacy validation for time‐to‐event outcomes with illness‐death frailty models

Biometrical Journal(2023)10.1002/bimj.202200324

N/A

0.330DataRank · unranked

8 citations

Michael R. Elliott, Jeremy M. G. Taylor, Emily Roberts

A copula‐based approach for dynamic prediction of survival with a binary time‐dependent covariate

Statistics in Medicine(2021)10.1002/sim.9102

N/A

0.312DataRank · unranked

7 citations

Jeremy M. G. Taylor, Alexander Tsodikov, Krithika Suresh

Evaluation of predictive model performance of an existing model in the presence of missing data

Statistics in Medicine(2021)10.1002/sim.8978

N/A

0.282DataRank · unranked

3 citations

Jeremy M. G. Taylor, Daniel E. Spratt, R. Jeffery Karnes, Matthew J. Schipper, Pin Li

Accounting for not‐at‐random missingness through imputation stacking

Statistics in Medicine(2021)10.1002/sim.9174

N/A

0.269DataRank · unranked

5 citations

Jeremy M. G. Taylor, Lauren J. Beesley

A Bayesian joint longitudinal-survival model with a latent stochastic process for intensive longitudinal data

Biometrics(2025)10.1093/biomtc/ujaf052

N/A

0.208DataRank · unranked

3 citations

Walter Dempsey, Inbal Nahum‐Shani, Lindsey N. Potter, David W. Wetter, Cho Y. Lam +2 more

Improving prediction of linear regression models by integrating external information from heterogeneous populations: James–Stein estimators

Biometrics(2024)10.1093/biomtc/ujae072

N/A

0.208DataRank · unranked

3 citations

Haoyue Li, Sung Kyun Park, Bhramar Mukherjee, Jeremy M. G. Taylor, Peisong Han

Comparing Individualized Survival Predictions From Random Survival Forests and Multistate Models in the Presence of Missing Data: A Case Study of Patients With Oropharyngeal Cancer

Cancer Informatics(2023)10.1177/11769351231183847

N/A

0.104DataRank · unranked

1 citations

Lauren J. Beesley, Emily L. Bellile, Andrew G. Shuman, Laura S. Rozek, Jeremy M. G. Taylor +1 more

Integrating information from existing risk prediction models with no model details

Canadian Journal of Statistics(2022)10.1002/cjs.11701

N/A

0DataRank · unranked

8 citations

Jeremy M. G. Taylor, Bhramar Mukherjee, Peisong Han

Utility based approach in individualized optimal dose selection using machine learning methods

Statistics in Medicine(2022)10.1002/sim.9396

N/A

0DataRank · unranked

7 citations

Jeremy M. G. Taylor, Philip S. Boonstra, Theodore S. Lawrence, Matthew J. Schipper, Pin Li

Solutions for Surrogacy Validation with Longitudinal Outcomes for a Gene Therapy

Biometrics(2022)10.1111/biom.13720

N/A

0DataRank · unranked

5 citations

Michael R. Elliott, Jeremy M. G. Taylor, Emily Roberts

Scalable proximal methods for cause-specific hazard modeling with time-varying coefficients

Lifetime Data Analysis(2022)10.1007/s10985-021-09544-2

N/A

0DataRank · unranked

6 citations

Jeremy M. G. Taylor, Andrew F. Brouwer, Lingfeng Luo, Lana X. Garmire, Hui Jiang +2 more

Impact of Nodal Metastases in HPV-Negative Oropharyngeal Cancer

Cancer Epidemiology Biomarkers & Prevention(2022)10.1158/1055-9965.epi-21-0776

N/A

0DataRank · unranked

2 citations

Michelle Chen, Emily L. Bellile, Laura S. Rozek, Thomas E. Carey, Matthew E. Spector +4 more

Increased Nerve Density Adversely Affects Outcome in Oral Cancer

Clinical Cancer Research(2023)10.1158/1078-0432.ccr-22-3496

N/A

0DataRank · unranked

48 citations

Ligia B. Schmitd, Allison Furgal, Emily L. Bellile, Min Liu, Aya Fattah +11 more

Using information criteria to select smoothing parameters when analyzing survival data with time-varying coefficient hazard models

Statistical Methods in Medical Research(2023)10.1177/09622802231181471

N/A

0DataRank · unranked

7 citations

Kevin He, Wenbo Wu, Jeremy M. G. Taylor, Lingfeng Luo

Impact of monoclonal antibody therapy for head and neck cancer on end‐of‐life care utilization and costs

Head & Neck(2023)10.1002/hed.27359

N/A

0DataRank · unranked

1 citations

Pratyusha Yalamanchi, Jeremy M. G. Taylor, Nicholas R. Lenze, Francis P. Worden, Steven B. Chinn +2 more

Incorporating Covariates into Measures of Surrogate Paradox Risk

Stats(2023)10.3390/stats6010020

N/A

0DataRank · unranked

6 citations

Jeremy M. G. Taylor, Niko Kaciroti, Michael R. Elliott, Fatema Shafie‐Khorassani

A Continuous-Time Dynamic Factor Model for Intensive Longitudinal Data Arising from Mobile Health Studies

arXiv (Cornell University)(2023)10.48550/arxiv.2307.15681

N/A

0DataRank · unranked

2 citations

Walter Dempsey, Inbal Nahum‐Shani, Cho Y. Lam, David W. Wetter, Jeremy M. G. Taylor +1 more

Spatial relationships and immune subsets in the tumor immune microenvironment of head and neck cancers.

Journal of Clinical Oncology(2023)10.1200/jco.2023.41.16_suppl.6061

N/A

0DataRank · unranked

0 citations

Santhoshi Krishnan, Siddhi Patil, Emily L. Bellile, Chamila Perera, Shiting Li +7 more

Optimizing Dynamic Predictions from Joint Models using Super Learning

arXiv (Cornell University)(2023)10.48550/arxiv.2309.11472

N/A

0DataRank · unranked

0 citations

Jeremy M. G. Taylor, Dimitris Rizopoulos

Using joint models for longitudinal and time-to-event data to investigate the causal effect of salvage therapy after prostatectomy

Statistical Methods in Medical Research(2024)10.1177/09622802241239003

N/A

0DataRank · unranked

14 citations

Jeremy M. G. Taylor, Grigorios Papageorgiou, Todd M. Morgan, Dimitris Rizopoulos

Optimizing dynamic predictions from joint models using super learning

Statistics in Medicine(2024)10.1002/sim.10010

N/A

0DataRank · unranked

14 citations

Jeremy M. G. Taylor, Dimitris Rizopoulos

Robust data integration from multiple external sources for generalized linear models with binary outcomes

Biometrics(2024)10.1093/biomtc/ujad005

N/A

0DataRank · unranked

4 citations

Jeremy M. G. Taylor, Peisong Han, Kyuseong Choi

A Bayesian joint longitudinal-survival model with a latent stochastic process for intensive longitudinal data

arXiv (Cornell University)(2024)10.48550/arxiv.2405.00179

N/A

0DataRank · unranked

0 citations

Walter Dempsey, Inbal Nahum‐Shani, Lindsey N. Potter, David W. Wetter, Cho Y. Lam +2 more

Revisiting the hazards of hazard ratios through simulations and case studies

European Journal of Epidemiology(2025)10.1007/s10654-025-01245-6

N/A

0DataRank · unranked

6 citations

Marie‐Eve Beauchamp, Emily Roberts, Jeremy M. G. Taylor, Michał Abrahamowicz

Impact of neighbor-level disadvantage on survival outcomes in head and neck squamous cell carcinoma

Cancer Causes & Control(2025)10.1007/s10552-025-02067-3

N/A

0DataRank · unranked

1 citations

Siddhi Patil, Elham Mohebbi, Sophia Latif, Chamila Perera, Emily L. Bellile +7 more

A Continuous-Time Dynamic Factor Model for Intensive Longitudinal Data Arising from Mobile Health Studies

Psychometrika(2025)10.1017/psy.2025.10023

N/A

0DataRank · unranked

1 citations

Walter Dempsey, Inbal Nahum‐Shani, Cho Y. Lam, David W. Wetter, Jeremy M. G. Taylor +1 more

A Multiple Imputation Approach for the Cumulative Incidence, with Implications for Variance Estimation

The American Statistician(2025)10.1080/00031305.2025.2453674

N/A

0DataRank · unranked

0 citations

Philip S. Boonstra, Jeremy M. G. Taylor, Elizabeth C. Chase

Integrating External Summary Information via James-Stein Shrinkage

Statistica Sinica(2025)10.5705/ss.202025.0225

N/A

0DataRank · unranked

0 citations

Haoyue Li, Jeremy M. G. Taylor, Peisong Han

Time‐varying survival effects for squamous cell carcinomas at oropharyngeal and nonoropharyngeal head and neck sites in the United States, 1973‐2015

Cancer(2020)10.1002/cncr.33174

N/A

0DataRank · unranked

13 citations

Kevin He, Steven B. Chinn, Alison M. Mondul, Christina Chapman, Marc D. Ryser +5 more

Statin use and head and neck squamous cell carcinoma outcomes

International Journal of Cancer(2020)10.1002/ijc.33441

N/A

0DataRank · unranked

32 citations

Emily L. Bellile, Katie R. Zarins, Cailey Rullman, Steven B. Chinn, Jeremy M. G. Taylor +4 more

Analysis of time‐to‐event for observational studies: Guidance to the use of intensity models

Statistics in Medicine(2020)10.1002/sim.8757

N/A

0DataRank · unranked

3 citations

Maja Pohar Perme, Hans C. van Houwelingen, Richard J Cook, Pierre Joly, Torben Martinussen +4 more

A stacked approach for chained equations multiple imputation incorporating the substantive model

Biometrics(2020)10.1111/biom.13372

N/A

0DataRank · unranked

1 citations

Jeremy M. G. Taylor, Lauren J. Beesley

Development and Assessment of a Model for Predicting Individualized Outcomes in Patients With Oropharyngeal Cancer

JAMA Network Open(2021)10.1001/jamanetworkopen.2021.20055

N/A

0DataRank · unranked

17 citations

Andrew G. Shuman, Michelle Mierzwa, Emily L. Bellile, Benjamin Rosen, Keith Casper +9 more

Latent class analysis of use frequencies for multiple tobacco products in US adults

Preventive Medicine(2021)10.1016/j.ypmed.2021.106762

N/A

0DataRank · unranked

14 citations

Irina Bondarenko, Jihyoun Jeon, Andrew F. Brouwer, Delvon T. Mattingly, Jana L. Hirschtick +8 more

Step‐adjusted tree‐based reinforcement learning for evaluating nested dynamic treatment regimes using test‐and‐treat observational data

Statistics in Medicine(2021)10.1002/sim.9177

N/A

0DataRank · unranked

5 citations

Lu Wang, Michael A. Gorin, Jeremy M. G. Taylor, Ming Tang

Incorporating baseline covariates to validate surrogate endpoints with a constant biomarker under control arm

Statistics in Medicine(2021)10.1002/sim.9201

N/A

0DataRank · unranked

2 citations

Michael R. Elliott, Jeremy M. G. Taylor, Emily Roberts

Multiple imputation with missing data indicators

Statistical Methods in Medical Research(2021)10.1177/09622802211047346

N/A

0DataRank · unranked

0 citations

Irina Bondarenko, Michael R. Elliott, Allison W. Kurian, Steven J. Katz, Jeremy M. G. Taylor +1 more

The association between inflammatory biomarkers and statin use among patients with head and neck squamous cell carcinoma

Head & Neck(2022)10.1002/hed.27040

N/A

0DataRank · unranked

5 citations

Emily L. Bellile, Katie R. Zarins, Steven B. Chinn, Jeremy M. G. Taylor, Laura S. Rozek +3 more

Jeremy M. G. Taylor

Indexed papers

Top data-sharing exemplar

Papers