Trevor Hastie

Also affiliated with Stanford University

MathematicsComputer ScienceBiochemistry, Genetics and Molecular Biology

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 2%percentile

3.4Author DataRank

Indexed papers

2in 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 2 indexed papers 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.

Temporal dynamics of the multi-omic response to endurance exercise training

Nature(2024)10.1038/s41586-023-06877-w

Top 7%

3.4DataRank

Top 7%248 citations

Primary authors, Lead Analysts, David Amar, Nicole R. Gay, Pierre M. Jean Beltran +95 more

Papers

Driven by 56 papers — median percentile 47. Top paper: “ZeitZeiger: supervised learning for high-dimensional data from an oscillatory system”.

ZeitZeiger: supervised learning for high-dimensional data from an oscillatory system

Nucleic Acids Research(2016)10.1093/nar/gkw030

N/A

4.2DataRank · unranked

114 citations

Trevor Hastie, Atul Janardhan Butte, Jacob J. Hughey

Temporal dynamics of the multi-omic response to endurance exercise training

Nature(2024)10.1038/s41586-023-06877-w

Top 7%

3.4DataRank

Top 7%248 citations

Primary authors, Lead Analysts, David Amar, Nicole R. Gay, Pierre M. Jean Beltran +95 more

The Elements of Statistical Learning

Springer Series in Statistics(2001)10.1007/978-0-387-21606-5

N/A

1.5DataRank · unranked

24306 citations

Jerome Friedman, Robert Tibshirani, Trevor Hastie

Least angle regression

The Annals of Statistics(2004)10.1214/009053604000000067

N/A

1.4DataRank · unranked

9459 citations

Trevor Hastie, Robert Tibshirani, Iain M. Johnstone, Bradley Efron

A statistical explanation of MaxEnt for ecologists

Diversity and Distributions(2010)10.1111/j.1472-4642.2010.00725.x

N/A

1.3DataRank · unranked

6493 citations

Steven J. Phillips, Trevor Hastie, Miroslav Dudík, Yung En Chee, Colin J. Yates +2 more

Sparse inverse covariance estimation with the graphical lasso

Biostatistics(2007)10.1093/biostatistics/kxm045

N/A

1.3DataRank · unranked

6489 citations

Trevor Hastie, Robert Tibshirani, Jerome H. Friedman, Jerome Friedman

Missing value estimation methods for DNA microarrays

Bioinformatics(2001)10.1093/bioinformatics/17.6.520

N/A

1.3DataRank · unranked

4216 citations

Michael Cantor, Gavin Sherlock, Pat Brown, Trevor Hastie, Robert Tibshirani +3 more

Cell type–specific gene expression differences in complex tissues

Nature Methods(2010)10.1038/nmeth.1439

N/A

0.946DataRank · unranked

546 citations

Robert Tibshirani, Purvesh Khatri, Dale L. Bodian, Frank Staedtler, Nicholas M Perry +6 more

Transparency and reproducibility in artificial intelligence

Nature(2020)10.1038/s41586-020-2766-y

N/A

0.929DataRank · unranked

487 citations

George Alexandru Adam, Ahmed Hosny, Farnoosh Khodakarami, Massive Analysis Quality Control (MAQC) Society Board of Directors, Matthias Fischer +26 more

Network-Based Elucidation of Human Disease Similarities Reveals Common Functional Modules Enriched for Pluripotent Drug Targets

PLoS Computational Biology(2010)10.1371/journal.pcbi.1000662

N/A

0.875DataRank · unranked

340 citations

Joel T. Dudley, Annie P Chiang, Rong Chen, Atul Janardhan Butte, Annie Chiang +2 more

A randomized clinical trial testing digital mindset intervention for knee osteoarthritis pain and activity improvement

npj Digital Medicine(2024)10.1038/s41746-024-01281-8

N/A

0.397DataRank · unranked

10 citations

Kristopher M. Evans, Disha Ghandwani, Trevor Hastie, Sean R. Zion, Paula M. L. Moya +5 more

Multi-muscle deep learning segmentation to automate the quantification of muscle fat infiltration in cervical spine conditions

Scientific Reports(2021)10.1038/s41598-021-95972-x

N/A

0DataRank · unranked

40 citations

Rebecca Abbott, Vivie Bojilov, Andrew C. Smith, Marie Wasielewski, Trevor Hastie +4 more

Fast numerical optimization for genome sequencing data in population biobanks

Bioinformatics(2021)10.1093/bioinformatics/btab452

N/A

0DataRank · unranked

22 citations

Christopher Chang, Yosuke Tanigawa, Balasubramanian Narasimhan, Trevor Hastie, Robert Tibshirani +2 more

Polygenic risk modeling with latent trait-related genetic components

European Journal of Human Genetics(2021)10.1038/s41431-021-00813-0

N/A

0DataRank · unranked

18 citations

Yosuke Tanigawa, Guhan Venkataraman, Rob Tibshirani, Trevor Hastie, Manuel A. Rivas +1 more

Feature-Weighted Elastic Net: Using "Features of Features" for Better Prediction

Statistica Sinica(2021)10.5705/ss.202020.0226

N/A

0DataRank · unranked

12 citations

Nima Aghaeepour, Trevor Hastie, Robert Tibshirani, J. Kenneth Tay

Relating whole-brain functional connectivity to self-reported negative emotion in a large sample of young adults using group regularized canonical correlation analysis

NeuroImage(2021)10.1016/j.neuroimage.2021.118137

N/A

0DataRank · unranked

12 citations

Elena Tuzhilina, Matthew F. Glasser, Trevor Hastie, Leanne M. Williams, Leonardo Tozzi

Survival analysis on rare events using group-regularized multi-response Cox regression

Bioinformatics(2021)10.1093/bioinformatics/btab095

N/A

0DataRank · unranked

11 citations

Yosuke Tanigawa, Johanne Marie Justesen, Jonathan Taylor, Trevor Hastie, Robert Tibshirani +2 more

Significant Sparse Polygenic Risk Scores across 813 traits in UK Biobank

medRxiv(2021)10.1101/2021.09.02.21262942

N/A

0DataRank · unranked

15 citations

Junyang Qian, Guhan Venkataraman, Johanne Marie Justesen, Ruilin Li, Robert Tibshirani +3 more

Author Correction: Genetics of 35 blood and urine biomarkers in the UK Biobank

Nature Genetics(2021)10.1038/s41588-021-00956-2

N/A

0DataRank · unranked

14 citations

Yosuke Tanigawa, David Amar, Nina Mars, Christian Benner, Matthew Aguirre +19 more

Corrigendum to: Fast Lasso method for large-scale and ultrahigh-dimensional Cox model with applications to UK Biobank

Biostatistics(2021)10.1093/biostatistics/kxab019

N/A

0DataRank · unranked

2 citations

Christopher Chang, Johanne Marie Justesen, Yosuke Tanigawa, Junyang Qian, Trevor Hastie +3 more

Significant sparse polygenic risk scores across 813 traits in UK Biobank

PLoS Genetics(2022)10.1371/journal.pgen.1010105

N/A

0DataRank · unranked

169 citations

Junyang Qian, Guhan Venkataraman, Johanne Marie Justesen, Ruilin Li, Robert Tibshirani +3 more

Confounds in neuroimaging: A clear case of sex as a confound in brain-based prediction

Frontiers in Neurology(2022)10.3389/fneur.2022.960760

N/A

0DataRank · unranked

10 citations

Zachary Teplin, Tor D. Wager, Christine Law, Nitin K. Prabhakar, Yoni K. Ashar +7 more

Temporal dynamics of the multi-omic response to endurance exercise training across tissues

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.09.21.508770

N/A

0DataRank · unranked

20 citations

David Amar, Nicole R. Gay, Pierre M. Jean Beltran, Joshua Adkins, José Juan Almagro Armenteros +95 more

Statistical Curve Models For Inferring 3D Chromatin Architecture

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.02.19.481149

N/A

0DataRank · unranked

2 citations

Trevor Hastie, Mark R. Segal, Elena Tuzhilina

PathGPS: Discover shared genetic architecture using biobank data

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.05.01.490230

N/A

0DataRank · unranked

0 citations

Trevor Hastie, Qingyuan Zhao, Zijun Gao

Elastic Net Regularization Paths for All Generalized Linear Models

Journal of Statistical Software(2023)10.18637/jss.v106.i01

N/A

0DataRank · unranked

629 citations

Balasubramanian Narasimhan, Trevor Hastie, J. Kenneth Tay

Cross-Validation: What Does It Estimate and How Well Does It Do It?

Journal of the American Statistical Association(2023)10.1080/01621459.2023.2197686

N/A

0DataRank · unranked

391 citations

Trevor Hastie, Robert Tibshirani, Stephen Bates

A tissue atlas of ulcerative colitis revealing evidence of sex-dependent differences in disease-driving inflammatory cell types and resistance to TNF inhibitor therapy

Science Advances(2023)10.1126/sciadv.add1166

N/A

0DataRank · unranked

42 citations

Derek Holman, Anav Sood, Utkarsh Tandon, Salil S. Bhate, Sunil Bodapati +16 more

Modeling Longitudinal Data Using Matrix Completion

Journal of Computational and Graphical Statistics(2023)10.1080/10618600.2023.2257257

N/A

0DataRank · unranked

2 citations

Trevor Hastie, Łukasz Kidziński

Co-existence of negative and positive associations between cognition and intergenerational psychiatric symptoms reveal necessity of socioeconomic and clinical enrichment

medRxiv(2023)10.1101/2023.08.28.23294743

N/A

0DataRank · unranked

0 citations

Leonardo Tozzi, Claire Bertrand, Arielle S. Keller, Xue Zhang, Susan Whitfield‐Gabrieli +5 more

Smooth Multi-Period Forecasting With Application to Prediction of COVID-19 Cases

Journal of Computational and Graphical Statistics(2023)10.1080/10618600.2023.2285337

N/A

0DataRank · unranked

0 citations

Trevor Hastie, Daniel J. McDonald, J. Kenneth Tay, Robert Tibshirani, Elena Tuzhilina

The impact of exercise on gene regulation in association with complex trait genetics

Nature Communications(2024)10.1038/s41467-024-45966-w

N/A

0DataRank · unranked

24 citations

Nicole R. Gay, MoTrPAC Study Group, Joshua N. Adkins, Brent G. Albertson, David Amar +95 more

A modified Michaelis-Menten equation estimates growth from birth to 3 years in healthy babies in the USA

BMC Medical Research Methodology(2024)10.1186/s12874-024-02145-1

N/A

0DataRank · unranked

3 citations

Catherine Ley, Trevor Hastie, Ruth E. Ley, Julie Parsonnet, William A. Walters

PathGPS: discover shared genetic architecture using GWAS summary data

Biometrics(2024)10.1093/biomtc/ujae060

N/A

0DataRank · unranked

1 citations

Qingyuan Zhao, Trevor Hastie, Zijun Gao

Beyond guilty by association at scale: searching for causal variants on the basis of genome-wide summary statistics

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.02.28.582621

N/A

0DataRank · unranked

5 citations

Benjamin B. Chu, James Yang, Jiaqi Gu, Zhaomeng Chen, Linxi Liu +12 more

Using Pre-training and Interaction Modeling for ancestry-specific disease prediction in UK Biobank

PubMed(2024)10.48550/arxiv.2404.17626

N/A

0DataRank · unranked

2 citations

Erin Craig, Robert Tibshirani, Trevor Hastie, Manuel A. Rivas, Thomas Le Menestrel

A Fast and Scalable Pathwise-Solver for Group Lasso and Elastic Net Penalized Regression via Block-Coordinate Descent

arXiv (Cornell University)(2024)10.48550/arxiv.2405.08631

N/A

0DataRank · unranked

0 citations

Trevor Hastie, James Yang

A Fast Coordinate Descent Method for High-Dimensional Non-Negative Least Squares using a Unified Sparse Regression Framework

arXiv (Cornell University)(2024)10.48550/arxiv.2410.03014

N/A

0DataRank · unranked

0 citations

Trevor Hastie, James Yang

Statistical curve models for inferring 3D chromatin architecture

The Annals of Applied Statistics(2024)10.1214/24-aoas1917

N/A

0DataRank · unranked

0 citations

Trevor Hastie, Mark R. Segal, Elena Tuzhilina

Note on the Equivalence of Orthogonalizing EM and Proximal Gradient Descent

Technometrics(2024)10.1080/00401706.2024.2430204

N/A

0DataRank · unranked

0 citations

Trevor Hastie, James Yang

A statistical view of column subset selection

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2025)10.1093/jrsssb/qkaf023

N/A

0DataRank · unranked

1 citations

Trevor Hastie, Anav Sood

Genetics of cardiometabolic disease progression

medRxiv(2025)10.1101/2025.02.01.25321518

N/A

0DataRank · unranked

1 citations

Guhan Venkataraman, Yosuke Tanigawa, Ruilin Li, Trevor Hastie, Robert Tibshirani +3 more

Univariate-Guided Sparse Regression

arXiv (Cornell University)(2025)10.48550/arxiv.2501.18360

N/A

0DataRank · unranked

0 citations

Trevor Hastie, Robert Tibshirani, Sourav Chatterjee

Annotation-free discovery of disease-relevant cells in single-cell datasets

Science Advances(2025)10.1126/sciadv.adv5019

N/A

0DataRank · unranked

0 citations

Timothy Keyes, Jolanda Sarno, Jeremy P D'Silva, Pablo Domizi, Maxim Zaslavsky +7 more

Using pre-training and interaction modeling for ancestry-specific disease prediction using multiomics data from the UK Biobank

PLoS ONE(2025)10.1371/journal.pone.0336861

N/A

0DataRank · unranked

0 citations

Erin Craig, Robert Tibshirani, Trevor Hastie, Manuel A. Rivas, Thomas Le Menestrel

Estimating heterogeneous treatment effects for general responses

Biometrics(2025)10.1093/biomtc/ujaf162

N/A

0DataRank · unranked

0 citations

Trevor Hastie, Zijun Gao

Extracting cell-type-specific gene expression differences from complex tissues (144.30)

The Journal of Immunology(2010)10.4049/jimmunol.184.supp.144.30

N/A

0DataRank · unranked

0 citations

Robert Tibshirani, Purvesh Khatri, Alexander Gaidarski, Frank Staedtler, Nicholas Perry +8 more

A fast and scalable framework for large-scale and ultrahigh-dimensional sparse regression with application to the UK Biobank

PLoS Genetics(2020)10.1371/journal.pgen.1009141

N/A

0DataRank · unranked

134 citations

Yosuke Tanigawa, Wenfei Du, Matthew Aguirre, Christopher Chang, Robert Tibshirani +3 more

Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions

Nature Machine Intelligence(2020)10.1038/s42256-020-00232-8

N/A

0DataRank · unranked

84 citations

Amy S. Tsai, Natalie Stanley, Martin Becker, Mohammad Sajjad Ghaemi, David R. McIlwain +26 more

The human connectome project for disordered emotional states: Protocol and rationale for a research domain criteria study of brain connectivity in young adult anxiety and depression

NeuroImage(2020)10.1016/j.neuroimage.2020.116715

N/A

0DataRank · unranked

54 citations

Brooke R. Staveland, Bailey Holt-Gosselin, Megan Chesnut, Sarah Chang, David Choi +13 more

Principal curve approaches for inferring 3D chromatin architecture

Biostatistics(2020)10.1093/biostatistics/kxaa046

N/A

0DataRank · unranked

11 citations

Trevor Hastie, Mark R. Segal, Elena Tuzhilina

Fast Lasso method for large-scale and ultrahigh-dimensional Cox model with applications to UK Biobank

Biostatistics(2020)10.1093/biostatistics/kxaa038

N/A

0DataRank · unranked

37 citations

Christopher Chang, Johanne Marie Justesen, Yosuke Tanigawa, Junyang Qian, Trevor Hastie +3 more

Survival Analysis on Rare Events Using Group-Regularized Multi-Response Cox Regression

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.06.21.163675

N/A

0DataRank · unranked

3 citations

Yosuke Tanigawa, Johanne Marie Justesen, Jonathan Taylor, Trevor Hastie, Robert Tibshirani +2 more

Principal curve approaches for inferring 3D chromatin architecture

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.06.15.151688

N/A

0DataRank · unranked

1 citations

Trevor Hastie, Mark R. Segal, Elena Tuzhilina

REVEL: An Ensemble Method for Predicting the Pathogenicity of Rare Missense Variants

UNC Libraries(2020)10.17615/gd7n-3n77

Top 100%

0DataRank

Top 100%0 citations

Olivier Cussenot, Diptasri Mandal, Nilah M. Ioannidis, Graham G. Giles, Shannon K. McDonnell +36 more

Genetics of 35 blood and urine biomarkers in the UK Biobank

Nature Genetics(2021)10.1038/s41588-020-00757-z

N/A

0DataRank · unranked

803 citations

Yosuke Tanigawa, David Amar, Nina Mars, Christian Benner, Matthew Aguirre +19 more

Trevor Hastie

Indexed papers

Top data-sharing exemplar

Papers