RT

Robert Tibshirani

0000-0003-0553-5090

stat.MEstat.MLGene Expression Profilingstat.APmath.STModels, Statisticalstat.THcs.LGAlgorithmsGene Expression Regulation, Neoplastic

On Valency

published · living versions

On the "degrees of freedom" of the lasso

with Hui Zou, Trevor Hastie

1 version

W_jg9asdewv1 · current

Preprints & journals

396 papers in the corpus · 1982–2026

Univariate-guided sparse regression for Biobank-scale high-dimensional omics data.

Richland, Joshua, Kiiskinen, Tuomo, Wang, William et al.

0 citations

427770132026PLoS genetics. 2026;22(9):e1012314

Adapting the MasSpec Pen for noninvasive detection of oral cavity squamous cell carcinoma.

Wolfe, Charles A, Mendes, Tassia V, Jackobs, Faith et al.

0 citations

425461972026Proceedings of the National Academy of Sciences of the United States of America. 2026;123(32):e2603602123

Another look at predicting molecular breast cancer subtypes from the METABRIC data

Isabella Lazarov, Robert Tibshirani

0 citations

2607.21814v12026arXiv

Wavelet Decomposition-Based Genomic Analysis of the Human Electrocardiogram.

Zainana, Salma, Lauer, Larissa, Kiiskinen, Tuomo et al.

0 citations

422384622026medRxiv : the preprint server for health sciences. 2026

CuGen: A GPU-accelerated framework for large-scale genomics.

Kiiskinen, Tuomo, Richland, Joshua, Wang, William et al.

0 citations

425234292026medRxiv : the preprint server for health sciences. 2026

Cell Cycle Sensing Shapes Human T Cell Fate and Exhaustion Programs.

Amouzgar, Meelad, Murty, Tara, Favaro, Patricia et al.

0 citations

423273252026bioRxiv : the preprint server for biology. 2026

MMBU: A Massive Multi-modal Biomedical Understanding Benchmark to Probe the Perception Capabilities of Vision-Language Models

Ryan D'Cunha, Alejandro Lozano, Xiaoxiao Sun et al.

0 citations

2606.06696v22026arXiv

ERICA: Quantifying Replicability of Cluster Analysis

Siamak K. Sorooshyari, Manuel A. Rivas, Robert Tibshirani

0 citations

2606.00302v22026arXiv

Structure-preserving multivariate hypothesis testing for mass spectrometry imaging and single-cell data.

Liebenberg, Keziah E, Craig, Erin, Tibshirani, Robert et al.

0 citations

418633332026Bioinformatics (Oxford, England). 2026;42(4)

Nonparametric Regression Discontinuity Designs with Survival Outcomes

Maximilian Schuessler, Erik Sverdrup, Robert Tibshirani et al.

0 citations

2604.03502v12026arXiv

Temporal and spatial composition of the tumor microenvironment predicts response to immune checkpoint inhibition in metastatic TNBC.

Greenwald, Noah F, Nederlof, Iris, Sowers, Cameron et al.

8 citations

417088952026Nature cancer. 2026;7(3):435-450

Prognostic pan-cancer and single-cancer models: A large-scale analysis using a real-world clinico-genomic database.

McGough, Sarah F, Lyalina, Svetlana, Incerti, Devin et al.

1 citation

416867402026PloS one. 2026;21(2):e0341355

Univariate-Guided Interaction Modeling

Aymen Echarghaoui, Robert Tibshirani

0 citations

2512.14413v32025arXiv

Supervised learning pays attention

Erin Craig, Robert Tibshirani

0 citations

2512.09912v12025arXiv

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

Le Menestrel, Thomas, Craig, Erin, Tibshirani, Robert et al.

0 citations

413253892025PloS one. 2025;20(12):e0336861

Deep single-cell immune and signaling profiles predict long term therapy response in chronic myeloid leukemia within hours

Gullaksen, S.-E., Brevik, M., Sefland, O. et al.

0 citations

10.1101/2025.11.10.687542v12025bioRxiv

Lassoed Forests: Random Forests with Adaptive Lasso Post-selection

Jing Shang, James Bannon, Benjamin Haibe-Kains et al.

0 citations

2511.06698v22025arXiv

Concussions and risk of a subsequent traffic crash: retrospective cohort analysis in Ontario, Canada.

Redelmeier, Donald A, Bhatt, Vidhi, Tibshirani, Robert et al.

1 citation

411982032025BMJ open. 2025;15(11):e105391

Identification of serum protein biomarkers for clear cell renal cell carcinoma using patient-derived xenografts.

Zhang, Dalin, Chiu, Chun-Lung, Garcia Marques, Fernando Jose et al.

0 citations

414807642026The Journal of clinical investigation. 2026;136(1)

No Tokens Wasted: Leveraging Long Context in Biomedical Vision-Language Models

Min Woo Sun, Alejandro Lozano, Javier Gamazo Tejero et al.

0 citations

2510.03978v12025arXiv

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

Craig, Erin, Keyes, Timothy J, Sarno, Jolanda et al.

1 citation

408647142025Science advances. 2025;11(35):eadv5019

Pretraining and the lasso.

Craig, Erin, Pilanci, Mert, Le Menestrel, Thomas et al.

5 citations

425986122026Journal of the Royal Statistical Society. Series B, Statistical methodology. 2026;88(1):261-281

Univariate-Guided Sparse Regression.

Chatterjee, Sourav, Hastie, Trevor, Tibshirani, Robert

4 citations

426441612026Harvard data science review. 2025;7(3)

powerROC: An Interactive Web Tool for Sample Size Calculation in Assessing Models' Discriminative Abilities.

Grolleau, François, Tibshirani, Robert, Chen, Jonathan H

1 citation

405022742026AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2025;2025:196-204

Pre-validation Revisited

Jing Shang, Sourav Chatterjee, Trevor Hastie et al.

0 citations

2505.14985v22025arXiv

Statistical Learning for Heterogeneous Treatment Effects: Pretraining, Prognosis, and Prediction

Maximilian Schuessler, Erik Sverdrup, Robert Tibshirani

0 citations

2505.00310v22025arXiv

An ultrasensitive method for detection of cell-free RNA.

Nesselbush, Monica C, Luca, Bogdan A, Jeon, Young-Jun et al.

61 citations

402406122025Nature. 2025;641(8063):759-768

Quantitative characterization of tissue states using multiomics and ecological spatial analysis.

Ding, Daisy Yi, Tang, Zeyu, Zhu, Bokai et al.

24 citations

401697912025Nature genetics. 2025;57(4):910-921

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

Craig, Erin, Zhong, Chenyang, Tibshirani, Robert

4 citations

401470742025The international journal of biostatistics. 2025;21(1):37-51

A Large-Scale Vision-Language Dataset Derived from Open Scientific Literature to Advance Biomedical Generalist AI

Alejandro Lozano, Min Woo Sun, James Burgess et al.

0 citations

2503.22727v32025arXiv

LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and Regularization

Erica Zhang, Ryunosuke Goto, Naomi Sagan et al.

2 citations

2502.10648v32025arXiv

Genetics of cardiometabolic disease progression.

Justesen, Johanne M, Venkataraman, Guhan, Tanigawa, Yosuke et al.

1 citation

399741152025medRxiv : the preprint server for health sciences. 2025

Temporal and spatial composition of the tumor microenvironment predicts response to immune checkpoint inhibition.

Greenwald, Noah F, Nederlof, Iris, Sowers, Cameron et al.

7 citations

399752732026bioRxiv : the preprint server for biology. 2025

BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature

Alejandro Lozano, Min Woo Sun, James Burgess et al.

17 citations

2501.07171v32025arXiv

Adaptive Forward Stepwise Regression

Ivy Zhang, Robert Tibshirani

0 citations

2411.12294v12024arXiv

Semiparametric conformal prediction

Ji Won Park, Robert Tibshirani, Kyunghyun Cho

0 citations

2411.02114v22024arXiv

Glaucoma classification through SSVEP derived ON- and OFF-pathway features.

Scott, Martin T W, Xu, Hui, Yakovleva, Alexandra et al.

1 citation

392287002026medRxiv : the preprint server for health sciences. 2024

CoCA: Cooperative Component Analysis

Daisy Yi Ding, Alden Green, Min Woo Sun et al.

0 citations

2407.16870v12024arXiv

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

Hamilton, Mark P, Craig, Erin, Gentille Sanchez, Cesar et al.

30 citations

384987312024Blood advances. 2024;8(12):3314-3326

MMIL: A novel algorithm for disease associated cell type discovery.

Craig, Erin, Keyes, Timothy, Sarno, Jolanda et al.

1 citation

389479232024ArXiv. 2024

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

Menestrel, Thomas Le, Craig, Erin, Tibshirani, Robert et al.

2 citations

387645892025ArXiv. 2024

Disease diagnostics using machine learning of immune receptors.

Zaslavsky, Maxim E, Craig, Erin, Michuda, Jackson K et al.

116 citations

355478552025bioRxiv : the preprint server for biology. 2024

Intraoperative Evaluation of Breast Tissues During Breast Cancer Operations Using the MasSpec Pen.

Garza, Kyana Y, King, Mary E, Nagi, Chandandeep et al.

21 citations

385174412024JAMA network open. 2024;7(3):e242684

Smooth multi-period forecasting with application to prediction of COVID-19 cases.

Tuzhilina, Elena, Hastie, Trevor J, McDonald, Daniel J et al.

0 citations

394302152025Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 2024;33(3):955-967

Evaluating a shrinkage estimator for the treatment effect in clinical trials.

van Zwet, Erik W, Tian, Lu, Tibshirani, Robert

11 citations

381119692024Statistics in medicine. 2024;43(5):855-868

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

Er, Ahmet Gorkem, Ding, Daisy Yi, Er, Berrin et al.

14 citations

380452882024Research square. 2023

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

Sun, Min Woo, Troxell, David, Tibshirani, Robert

7 citations

377588272023Scientific reports. 2023;13(1):16196

Uncertainty Intervals for Prediction Errors in Time Series Forecasting

Hui Xu, Song Mei, Stephen Bates et al.

0 citations

2309.07435v12023arXiv

Confidence intervals for the Cox model test error from cross-validation.

Sun, Min Woo, Tibshirani, Robert

1 citation

375809062023Statistics in medicine. 2023;42(25):4532-4541

Semi-supervised Cooperative Learning for Multiomics Data Fusion

Daisy Yi Ding, Xiaotao Shen, Michael Snyder et al.

0 citations

2308.01458v12023arXiv

Career total: 1291 works. 396 are in this corpus.Showing the 50 most recent.

Profile built from the corpus for this byline.

1,291

works

447K

citations

174

h-index

Corpus papers per year

Corpus papers per year, 1982 to 2026. Busiest year 2018, 23 papers.
Year	Papers
1982	2
1983	1
1984	1
1985	0
1986	0
1987	1
1988	0
1989	1
1990	3
1991	2
1992	2
1993	2
1994	2
1995	3
1996	0
1997	4
1998	1
1999	3
2000	4
2001	6
2002	7
2003	8
2004	14
2005	9
2006	11
2007	18
2008	12
2009	22
2010	15
2011	12
2012	14
2013	10
2014	17
2015	11
2016	10
2017	18
2018	23
2019	22
2020	19
2021	19
2022	14
2023	11
2024	10
2025	22
2026	10

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