Robert Tibshirani

MathematicsBiochemistry, Genetics and Molecular BiologyMedicine

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 5%percentile

0.442Author DataRank

Indexed papers

6in 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 6 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.

Multimodal data fusion using sparse canonical correlation analysis and cooperative learning: a COVID-19 cohort study

npj Digital Medicine(2024)10.1038/s41746-024-01128-2

Top 42%

0.442DataRank

Top 42%11 citations

Daisy Yi Ding, Berrin Er, Mertcan Uzun, M. Çakmak, Christoph Sadée +9 more

Papers

Driven by 67 papers — median percentile 58. Top paper: “Statistical Methods for Identifying Differentially Expressed Genes in DNA Microarrays”.

Statistical Methods for Identifying Differentially Expressed Genes in DNA Microarrays

Functional Genomics10.1385/1-59259-364-x:149

N/A

13.3DataRank · unranked

254 citations

Robert Tibshirani, John D. Storey

Disease signatures are robust across tissues and experiments

Molecular Systems Biology(2009)10.1038/msb.2009.66

N/A

4.5DataRank · unranked

112 citations

Robert Tibshirani, Tarangini Deshpande, Atul Janardhan Butte, Joel T. Dudley

Regression Shrinkage and Selection Via the Lasso

Journal of the Royal Statistical Society Series B: Statistical Methodology(1996)10.1111/j.2517-6161.1996.tb02080.x

N/A

1.6DataRank · unranked

51197 citations

Robert Tibshirani

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

Significance analysis of microarrays applied to the ionizing radiation response

Proceedings of the National Academy of Sciences(2001)10.1073/pnas.091062498

N/A

1.4DataRank · unranked

10665 citations

Robert Tibshirani, Gilbert Chu, Virginia Goss Tusher

Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling

Nature(2000)10.1038/35000501

N/A

1.4DataRank · unranked

9923 citations

Michael B. Eisen, R. Eric Davis, Chi Ma, Izidore S. Lossos, Andreas Rosenwald +32 more

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

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

A Fast and Scalable Framework for Large-scale and Ultrahigh-dimensional Sparse Regression with Application to the UK Biobank

10.1101/630079

N/A

1.1DataRank · unranked

28 citations

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

Gene expression profiling identifies clinically relevant subtypes of prostate cancer

Proceedings of the National Academy of Sciences(2004)10.1073/pnas.0304146101

N/A

1.1DataRank · unranked

1307 citations

Chunde Li, Julian P.T. Higgins, Matt van de Rijn, Eric Bair, Kelli D Montgomery +15 more

Microarray analysis reveals a major direct role of DNA copy number alteration in the transcriptional program of human breast tumors

Proceedings of the National Academy of Sciences(2002)10.1073/pnas.162471999

N/A

1.1DataRank · unranked

1126 citations

Therese Sørlie, Charles M. Perou, Christian A. Rees, Stefanie S. Jeffrey, Per E. Lonning +5 more

Genetics of 35 blood and urine biomarkers in the UK Biobank

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

N/A

1.0DataRank · unranked

806 citations

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

Defining the features and duration of antibody responses to SARS-CoV-2 infection associated with disease severity and outcome

Science Immunology(2020)10.1126/sciimmunol.abe0240

N/A

0.935DataRank · unranked

508 citations

Abigail E. Powell, Oliver F. Wirz, Bryan Stevens, Catherine A. Hogan, Javaria Najeeb +25 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

Post-infusion CAR TReg cells identify patients resistant to CD19-CAR therapy

Nature Medicine(2022)10.1038/s41591-022-01960-7

N/A

0.828DataRank · unranked

248 citations

Jay Y. Spiegel, Bita Sahaf, Meena Malipatlolla, Zachary Ehlinger, Sreevidya Kurra +25 more

Significant Sparse Polygenic Risk Scores across 813 traits in UK Biobank

medRxiv(2021)10.1101/2021.09.02.21262942

N/A

0.815DataRank · unranked

15 citations

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

Significant sparse polygenic risk scores across 813 traits in UK Biobank

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

N/A

0.770DataRank · unranked

169 citations

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

0.736DataRank · unranked

134 citations

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

Chemical Space Mimicry for Drug Discovery

Journal of Chemical Information and Modeling(2017)10.1021/acs.jcim.6b00754

N/A

0.712DataRank · unranked

114 citations

Dadi Jiang, Dhanya K. Nambiar, Lydia P. Liew, Michael P. Hay, Joshua Bloomstein +8 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

0.693DataRank · unranked

14 citations

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

0.670DataRank · unranked

86 citations

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

Relationship of differential gene expression profiles in CD34+ myelodysplastic syndrome marrow cells to disease subtype and progression

Blood(2009)10.1182/blood-2009-08-236422

N/A

0.628DataRank · unranked

65 citations

Douglas T. Ross, Robert Tibshirani, Atul Janardhan Butte, Peter L. Greenberg, Kunju Sridhar

Transcriptional changes in peanut-specific CD4+ T cells over the course of oral immunotherapy

Clinical Immunology(2020)10.1016/j.clim.2020.108568

N/A

0.557DataRank · unranked

40 citations

Shu‐Chen Lyu, Xuhuai Ji, Sheena Gupta, Monali Manohar, Gopal Krishna Dhondalay +8 more

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

Biostatistics(2020)10.1093/biostatistics/kxaa038

N/A

0.546DataRank · unranked

37 citations

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

Boosting and Additive Trees

Springer Series in Statistics(2001)10.1007/978-0-387-21606-5_10

N/A

0.524DataRank · unranked

32 citations

Jerome Friedman, Robert Tibshirani, Trevor Hastie

Multimodal data fusion using sparse canonical correlation analysis and cooperative learning: a COVID-19 cohort study

npj Digital Medicine(2024)10.1038/s41746-024-01128-2

Top 42%

0.442DataRank

Top 42%11 citations

Daisy Yi Ding, Berrin Er, Mertcan Uzun, M. Çakmak, Christoph Sadée +9 more

Gene expression deconvolution in linear space

Nature Methods(2011)10.1038/nmeth.1831

N/A

0.434DataRank · unranked

17 citations

Robert Tibshirani, Atul Janardhan Butte, Shai S. Shen-Orr

Extracting Cell-type-specific Gene Expression Differences from Complex Tissues

Clinical Immunology(2010)10.1016/j.clim.2010.03.037

N/A

0.385DataRank · unranked

3 citations

Alexander Gaidarski, Robert Tibshirani, Purvesh Khatri, Mark Davis, Shai S. Shen-Orr +3 more

Public health factors help explain cross country heterogeneity in excess death during the COVID19 pandemic

Scientific Reports(2023)10.1038/s41598-023-43407-0

N/A

0.292DataRank · unranked

6 citations

David Troxell, Robert Tibshirani, Min Sun

Principal component‐guided sparse regression

Canadian Journal of Statistics(2021)10.1002/cjs.11617

N/A

0.269DataRank · unranked

5 citations

Jerome H. Friedman, Robert Tibshirani, J. Kenneth Tay

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

0.233DataRank · unranked

3 citations

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

Identification of end‐stage renal disease metabolic signatures from human perspiration

Natural Sciences(2023)10.1002/ntls.20220048

N/A

0.208DataRank · unranked

3 citations

Basil Michael, Alessandra Celli, Zhenpeng Zhou, Melanie Ashland, Robert Tibshirani +3 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

0.200DataRank · unranked

2 citations

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

Pretraining and the lasso

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2025)10.1093/jrsssb/qkaf050

N/A

0.165DataRank · unranked

2 citations

Mert Pilancı, Thomas Le Menestrel, Balasubramanian Narasimhan, Manuel A. Rivas, Stein‐Erik Gullaksen +5 more

Genetics of cardiometabolic disease progression

medRxiv(2025)10.1101/2025.02.01.25321518

N/A

0.114DataRank · unranked

1 citations

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

Confidence intervals for the Cox model test error from cross‐validation

Statistics in Medicine(2023)10.1002/sim.9873

N/A

0.104DataRank · unranked

1 citations

Robert Tibshirani, Min Sun

Leading edge competition promotes context-dependent responses to receptor inputs to resolve directional dilemmas in neutrophil migration

Cell Systems(2023)10.1016/j.cels.2023.02.001

N/A

0DataRank · unranked

14 citations

George R. R. Bell, Felix Ellett, Daniel Irimia, Robert Tibshirani, Sean R. Collins +2 more

Spatial proteomics reveals human microglial states shaped by anatomy and neuropathology

Research Square(2023)10.21203/rs.3.rs-2987263/v1

N/A

0DataRank · unranked

19 citations

Meelad Amouzgar, Bryan J. Cannon, Candace Liu, Angie Spence, Erin McCaffrey +19 more

Uncertainty Intervals for Prediction Errors in Time Series Forecasting

arXiv (Cornell University)(2023)10.48550/arxiv.2309.07435

N/A

0DataRank · unranked

0 citations

Mei, Song, Stephen Bates, Jonathan Taylor, Robert Tibshirani, Hui Xu

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

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

CAR19 monitoring by peripheral blood immunophenotyping reveals histology-specific expansion and toxicity

Blood Advances(2024)10.1182/bloodadvances.2024012637

N/A

0DataRank · unranked

24 citations

Erin Craig, Cesar Gentille Sanchez, Alain Mina, John Tamaresis, Nadia Kirmani +27 more

Increased diversity of gut microbiota during active oral immunotherapy in peanut‐allergic adults

Allergy(2020)10.1111/all.14540

N/A

0DataRank · unranked

28 citations

VL Gouri Vadali, Rose L. Szabady, Wenming Zhang, Jason M. Norman, Bruce Roberts +7 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

Adaptive Forward Stepwise Regression

arXiv (Cornell University)(2024)10.48550/arxiv.2411.12294

N/A

0DataRank · unranked

0 citations

Robert Tibshirani, Ivy Zhang

A review of survival stacking: a method to cast survival regression analysis as a classification problem

The International Journal of Biostatistics(2025)10.1515/ijb-2022-0055

N/A

0DataRank · unranked

2 citations

Chenyang Zhong, Robert Tibshirani, Erin Craig

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

Optimal pruning of hierarchical clustering dendrograms

Communication in Statistics- Theory and Methods(2025)10.1080/03610926.2025.2543191

N/A

0DataRank · unranked

0 citations

Robert Tibshirani, Jiacheng Ge

Lassoed Forests: Random Forests with Adaptive Lasso Post-selection

arXiv (Cornell University)(2025)10.48550/arxiv.2511.06698

N/A

0DataRank · unranked

0 citations

James Bannon, Benjamin Haibe‐Kains, Robert Tibshirani, Jing Shang

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

Univariate-Guided Interaction Modeling

arXiv (Cornell University)(2025)10.48550/arxiv.2512.14413

N/A

0DataRank · unranked

0 citations

Robert Tibshirani, Aymen Echarghaoui

Reluctant Generalised Additive Modelling

International Statistical Review(2020)10.1111/insr.12429

N/A

0DataRank · unranked

10 citations

Robert Tibshirani, J. Kenneth Tay

Origins and clonal convergence of gastrointestinal IgE + B cells in human peanut allergy

Science Immunology(2020)10.1126/sciimmunol.aay4209

N/A

0DataRank · unranked

133 citations

Shilpa A. Joshi, Ji-Yeun Lee, Brock A. Martin, Sushama Varma, Shirley Kwok +21 more

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

Multimodal Biomedical Data Fusion Using Sparse Canonical Correlation Analysis and Cooperative Learning: A Cohort Study on COVID-19

Research Square(2023)10.21203/rs.3.rs-3569833/v1

N/A

0DataRank · unranked

0 citations

Daisy Yi Ding, Berrin Er, Mertcan Uzun, M. Çakmak, Christoph Sadée +9 more

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

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

De novo mutational signature discovery in tumor genomes using SparseSignatures

PLoS Computational Biology(2021)10.1371/journal.pcbi.1009119

N/A

0DataRank · unranked

40 citations

Keli Liu, Robert Tibshirani, Arend Sidow, Daniele Ramazzotti, Avantika Lal

Post model‐fitting exploration via a “Next‐Door” analysis

Canadian Journal of Statistics(2020)10.1002/cjs.11542

N/A

0DataRank · unranked

5 citations

Robert Tibshirani, Leying Guan

Prediction and Outlier Detection in Classification Problems

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2022)10.1111/rssb.12443

N/A

0DataRank · unranked

42 citations

Robert Tibshirani, Leying Guan

Disease diagnostics using machine learning of immune receptors

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.04.26.489314

N/A

0DataRank · unranked

19 citations

Erin Craig, Jackson Michuda, Nidhi Sehgal, Nikhil Ram-Mohan, Ji-Yeun Lee +31 more

Mechanical competition promotes selective listening to receptor inputs to resolve directional dilemmas in neutrophil migration

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.02.21.481331

N/A

0DataRank · unranked

1 citations

George R. R. Bell, Felix Ellett, Daniel Irimia, Robert Tibshirani, Sean R. Collins +2 more

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

Robert Tibshirani

Indexed papers

Top data-sharing exemplar

Papers