Robert Tibshirani

Robert Tibshirani's AcademicInfluence.com Rankings

Robert Tibshirani

Mathematics

#172

World Rank

#406

Historical Rank

#77

USA Rank

Applied Mathematics

World Rank

Historical Rank

USA Rank

Statistics

World Rank

#11

Historical Rank

USA Rank

mathematics Degrees

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Mathematics

Robert Tibshirani's Degrees

PhD Statistics Stanford University

Why Is Robert Tibshirani Influential?

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According to Wikipedia, Robert Tibshirani is a professor in the Departments of Statistics and Biomedical Data Science at Stanford University. He was a professor at the University of Toronto from 1985 to 1998. In his work, he develops statistical tools for the analysis of complex datasets, most recently in genomics and proteomics.

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Robert Tibshirani's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Regression Shrinkage and Selection via the Lasso (1996) (40667)
An Introduction to the Bootstrap (1994) (22468)
The Elements of Statistical Learning: Data Mining, Inference, and Prediction, 2nd Edition (2005) (14017)
Regularization Paths for Generalized Linear Models via Coordinate Descent. (2010) (13067)
Significance analysis of microarrays applied to the ionizing radiation response (2001) (12393)
The Elements of Statistical Learning (2001) (11421)
Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications (2001) (10949)
Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling (2000) (9767)
Statistical significance for genomewide studies (2003) (9066)
Least angle regression (2004) (8257)
An Introduction to Statistical Learning (2021) (5998)
Bootstrap Methods for Standard Errors, Confidence Intervals, and Other Measures of Statistical Accuracy (1986) (5869)
Generalized additive models for medical research (1986) (5637)
Repeated observation of breast tumor subtypes in independent gene expression data sets (2003) (5412)
Sparse inverse covariance estimation with the graphical lasso. (2008) (5083)
Estimating the number of clusters in a data set via the gap statistic (2000) (5054)
Missing value estimation methods for DNA microarrays (2001) (3484)
Regression shrinkage and selection via the lasso: a retrospective (2011) (2924)
Diagnosis of multiple cancer types by shrunken centroids of gene expression (2002) (2911)
Sparse Principal Component Analysis (2006) (2891)
The lasso method for variable selection in the Cox model. (1997) (2864)
Sparsity and smoothness via the fused lasso (2005) (2556)
PATHWISE COORDINATE OPTIMIZATION (2007) (2020)
Statistical Learning with Sparsity: The Lasso and Generalizations (2015) (1870)
Empirical Bayes Analysis of a Microarray Experiment (2001) (1815)
Improvements on Cross-Validation: The 632+ Bootstrap Method (1997) (1694)
Classification by Pairwise Coupling (1997) (1630)
Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent. (2011) (1468)
A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis. (2009) (1388)
Gene expression profiling identifies clinically relevant subtypes of prostate cancer. (2004) (1350)
Association between cellular-telephone calls and motor vehicle collisions. (1997) (1263)
Microarray analysis reveals a major direct role of DNA copy number alteration in the transcriptional program of human breast tumors (2002) (1200)
Statistical Data Analysis in the Computer Age (1991) (1172)
Increasing value and reducing waste in research design, conduct, and analysis (2014) (1144)
Spectral Regularization Algorithms for Learning Large Incomplete Matrices (2010) (1123)
A Sparse-Group Lasso (2013) (1121)
Linear Smoothers and Additive Models (1989) (1053)
Classification and prediction of clinical Alzheimer's diagnosis based on plasma signaling proteins (2007) (1037)
On the “degrees of freedom” of the lasso (2007) (1005)
Robustness, scalability, and integration of a wound-response gene expression signature in predicting breast cancer survival. (2005) (989)
Use of gene-expression profiling to identify prognostic subclasses in adult acute myeloid leukemia. (2004) (985)
REJOINDER TO "LEAST ANGLE REGRESSION" BY EFRON ET AL. (2004) (967)
1-norm Support Vector Machines (2003) (965)
Discussion of the Paper \additive Logistic Regression: a Statistical View of Boosting" By (2000) (950)
Discriminant Adaptive Nearest Neighbor Classification (1995) (938)
Prediction of survival in diffuse large-B-cell lymphoma based on the expression of six genes. (2004) (927)
Varying‐Coefficient Models (1993) (926)
Penalized Discriminant Analysis (1995) (910)
Discriminant Analysis by Gaussian Mixtures (1996) (828)
On testing the significance of sets of genes (2006) (823)
A note on the group lasso and a sparse group lasso (2010) (793)
Precision and functional specificity in mRNA decay (2002) (767)
Prediction by Supervised Principal Components (2006) (745)
The Entire Regularization Path for the Support Vector Machine (2004) (719)
Flexible Discriminant Analysis by Optimal Scoring (1994) (716)
Empirical bayes methods and false discovery rates for microarrays (2002) (699)
Semi-Supervised Methods to Predict Patient Survival from Gene Expression Data (2004) (684)
Generalized Additive Models: Some Applications (1987) (654)
A SIGNIFICANCE TEST FOR THE LASSO. (2013) (637)
'Gene shaving' as a method for identifying distinct sets of genes with similar expression patterns (2000) (625)
A Framework for Feature Selection in Clustering (2010) (604)
Expression of cytokeratins 17 and 5 identifies a group of breast carcinomas with poor clinical outcome. (2002) (591)
Cluster Validation by Prediction Strength (2005) (590)
Regularized linear discriminant analysis and its application in microarrays. (2007) (582)
Local Likelihood Estimation (1987) (564)
An Introduction to the Bootstrap CHAPMAN & HALL/CRC (1993) (540)
Strong rules for discarding predictors in lasso‐type problems (2010) (536)
Distinct patterns of DNA copy number alteration are associated with different clinicopathological features and gene‐expression subtypes of breast cancer (2006) (527)
Systems analysis of sex differences reveals an immunosuppressive role for testosterone in the response to influenza vaccination (2013) (505)
Statistical Significance for Genome-Wide Studies (2003) (503)
Class Prediction by Nearest Shrunken Centroids, with Applications to DNA Microarrays (2003) (464)
Cell type–specific gene expression differences in complex tissues (2010) (460)
Extensions of Sparse Canonical Correlation Analysis with Applications to Genomic Data (2009) (457)
In situ vaccination with a TLR9 agonist induces systemic lymphoma regression: a phase I/II study. (2010) (434)
Different gene expression patterns in invasive lobular and ductal carcinomas of the breast. (2004) (432)
A LASSO FOR HIERARCHICAL INTERACTIONS. (2012) (430)
Finding consistent patterns: A nonparametric approach for identifying differential expression in RNA-Seq data (2013) (424)
Autoantibody Epitope Spreading in the Pre-Clinical Phase Predicts Progression to Rheumatoid Arthritis (2012) (401)
Automated identification of stratifying signatures in cellular subpopulations (2014) (391)
Penalized classification using Fisher's linear discriminant (2011) (391)
Exact Post-Selection Inference for Sequential Regression Procedures (2014) (381)
Spatial smoothing and hot spot detection for CGH data using the fused lasso. (2008) (369)
Combining Estimates in Regression and Classification (1996) (348)
Defining the features and duration of antibody responses to SARS-CoV-2 infection associated with disease severity and outcome (2020) (345)
Gene expression patterns in ovarian carcinomas. (2003) (333)
An immune clock of human pregnancy (2017) (318)
Noninformative priors for one parameter of many (1989) (313)
A Simple Method for Estimating Interactions Between a Treatment and a Large Number of Covariates (2012) (312)
A Comparison of Some Error Estimates for Neural Network Models (1996) (304)
Normalization, testing, and false discovery rate estimation for RNA-sequencing data. (2012) (303)
Expression of a single gene, BCL-6, strongly predicts survival in patients with diffuse large B-cell lymphoma. (2001) (298)
Notch signals positively regulate activity of the mTOR pathway in T-cell acute lymphoblastic leukemia. (2007) (281)
Statistical methods for identifying differentially expressed genes in DNA microarrays. (2003) (275)
Differentiation stage-specific expression of microRNAs in B lymphocytes and diffuse large B-cell lymphomas. (2008) (273)
Statistical learning and selective inference (2015) (272)
Genetics of 35 blood and urine biomarkers in the UK Biobank (2019) (262)
An Evaluation of Tumor Oxygenation and Gene Expression in Patients with Early Stage Non–Small Cell Lung Cancers (2006) (261)
The Measurement of Patients' Values in Medicine (1982) (260)
Integrating genomic features for non-invasive early lung cancer detection (2020) (257)
A method for calling gains and losses in array CGH data. (2005) (252)
Principal curves revisited (1992) (251)
Characterization of Variant Patterns of Nodular Lymphocyte Predominant Hodgkin Lymphoma with Immunohistologic and Clinical Correlation (2003) (250)
Imputing Missing Data for Gene Expression Arrays (2001) (249)
Monographs on statistics and applied probability (1990) (246)
Exploring the nature of covariate effects in the proportional hazards model. (1990) (245)
Covariance‐regularized regression and classification for high dimensional problems (2009) (236)
Circulating Tumor DNA Measurements As Early Outcome Predictors in Diffuse Large B-Cell Lymphoma. (2018) (235)
A Simple Method for the Adjustment of Profile Likelihoods (1990) (233)
Transcriptional profiling of long non-coding RNAs and novel transcribed regions across a diverse panel of archived human cancers (2012) (228)
Sample classification from protein mass spectrometry, by 'peak probability contrasts' (2004) (222)
Forward stagewise regression and the monotone lasso (2007) (221)
Supervised harvesting of expression trees (2001) (215)
Model Assessment and Selection (2009) (213)
Overview of Supervised Learning (2001) (213)
Array-based comparative genomic hybridization identifies localized DNA amplifications and homozygous deletions in pancreatic cancer. (2005) (211)
The Bootstrap Method for Assessing Statistical Accuracy (1985) (211)
Prototype selection for interpretable classification (2011) (210)
Describing Health States: Methodologic Issues in Obtaining Values for Health States (1984) (209)
Gene Expression Profiling Predicts Survival in Conventional Renal Cell Carcinoma (2005) (209)
Statistical Significance for Genome-Wide Experiments (2003) (208)
Risk factors of delayed extubation, prolonged length of stay in the intensive care unit, and mortality in patients undergoing coronary artery bypass graft with fast-track cardiac anesthesia: a new cardiac risk score. (1999) (207)
Transcriptional programs activated by exposure of human prostate cancer cells to androgen (2002) (203)
Estimating Transformations for Regression via Additivity and Variance Stabilization (1988) (199)
The Inference of Antigen Selection on Ig Genes1 (2000) (198)
The elements of statistical learning. 2001 (2001) (195)
A Study of Error Variance Estimation in Lasso Regression (2013) (194)
Combined microarray analysis of small cell lung cancer reveals altered apoptotic balance and distinct expression signatures of MYC family gene amplification (2006) (194)
Estimation of Sparse Binary Pairwise Markov Networks using Pseudo-likelihoods (2009) (188)
Genome-wide measurement of RNA folding energies. (2012) (186)
Prediction of survival in diffuse large B-cell lymphoma based on the expression of 2 genes reflecting tumor and microenvironment. (2010) (185)
In situ vaccination against mycosis fungoides by intratumoral injection of a TLR9 agonist combined with radiation: a phase 1/2 study. (2012) (184)
Boosting and Additive Trees (2009) (181)
LMO2 protein expression predicts survival in patients with diffuse large B-cell lymphoma treated with anthracycline-based chemotherapy with and without rituximab. (2008) (178)
Outlier sums for differential gene expression analysis. (2007) (178)
Extended Comparisons of Best Subset Selection, Forward Stepwise Selection, and the Lasso (2017) (175)
Using specially designed exponential families for density estimation (1996) (175)
Sparse estimation of a covariance matrix. (2011) (174)
Noninvasive blood tests for fetal development predict gestational age and preterm delivery (2018) (169)
Molecular Transducers of Physical Activity Consortium (MoTrPAC): Mapping the Dynamic Responses to Exercise (2020) (169)
Ultra-high throughput sequencing-based small RNA discovery and discrete statistical biomarker analysis in a collection of cervical tumours and matched controls (2010) (168)
Are clusters found in one dataset present in another dataset? (2007) (167)
Transparency and reproducibility in artificial intelligence (2020) (167)
Averaged gene expressions for regression. (2007) (166)
SAM Thresholding and False Discovery Rates for Detecting Differential Gene Expression in DNA Microarrays (2003) (164)
Molecular assessment of surgical-resection margins of gastric cancer by mass-spectrometric imaging (2014) (164)
Hybrid hierarchical clustering with applications to microarray data. (2005) (163)
The Monotone Smoothing of Scatterplots (1984) (161)
Some methods for heterogeneous treatment effect estimation in high dimensions (2017) (161)
Bias, Variance and Prediction Error for Classification Rules (1996) (160)
Complications of use of the Ilizarov technique in the correction of limb deformities in children. (1993) (160)
Sequential selection procedures and false discovery rate control (2013) (149)
Hierarchical Clustering With Prototypes via Minimax Linkage (2011) (149)
Traffic-law enforcement and risk of death from motor-vehicle crashes: case-crossover study (2003) (149)
Sustained outcomes in oral immunotherapy for peanut allergy (POISED study): a large, randomised, double-blind, placebo-controlled, phase 2 study (2019) (149)
MicroRNAs Are Independent Predictors of Outcome in Diffuse Large B-Cell Lymphoma Patients Treated with R-CHOP (2011) (147)
Molecular analysis of immunoglobulin genes in diffuse large B-cell lymphomas. (2000) (145)
Additive Logistic Regression : a Statistical View ofBoostingJerome (1998) (145)
The problem of regions (1998) (140)
Discovery and validation of breast cancer subtypes (2006) (140)
Pre-validation and inference in microarrays (2002) (140)
Post‐selection inference for ℓ1 ‐penalized likelihood models (2016) (139)
Adaptive Principal Surfaces (1994) (138)
Diagnosis of prostate cancer by desorption electrospray ionization mass spectrometric imaging of small metabolites and lipids (2017) (137)
Discovery of molecular subtypes in leiomyosarcoma through integrative molecular profiling (2009) (134)
Mapping lung cancer epithelial-mesenchymal transition states and trajectories with single-cell resolution (2019) (134)
Bayesian backfitting (with comments and a rejoinder by the authors (2000) (134)
Extracting binary signals from microarray time-course data (2007) (133)
Physicians' warnings for unfit drivers and the risk of trauma from road crashes. (2012) (132)
The Covariance Inflation Criterion for Adaptive Model Selection (1999) (132)
Survival analysis with high-dimensional covariates (2010) (129)
Toxicity from radiation therapy associated with abnormal transcriptional responses to DNA damage. (2004) (129)
STANDARDIZATION AND THE GROUP LASSO PENALTY. (2012) (128)
3′-End Sequencing for Expression Quantification (3SEQ) from Archival Tumor Samples (2010) (128)
Disease signatures are robust across tissues and experiments (2009) (127)
Early detection of breast cancer based on gene-expression patterns in peripheral blood cells (2005) (126)
Regularized Discriminant Analysis and Its Application in Microarrays (2004) (123)
Blood autoantibody and cytokine profiles predict response to anti-tumor necrosis factor therapy in rheumatoid arthritis (2009) (123)
Tree-Based Methods (2021) (122)
Discriminant Adaptive Nearest Neighbor Classification and Regression (1995) (121)
A randomised trial of compassionate care for the homeless in an emergency department (1995) (121)
TRANSPOSABLE REGULARIZED COVARIANCE MODELS WITH AN APPLICATION TO MISSING DATA IMPUTATION. (2009) (121)
Gene expression profiles at diagnosis in de novo childhood AML patients identify FLT3 mutations with good clinical outcomes. (2004) (121)
Boolean implication networks derived from large scale, whole genome microarray datasets (2008) (120)
Recent results of elective open cholecystectomy in a North American and a European center. Comparison of complications and risk factors. (1992) (120)
SAM “Significance Analysis of Microarrays” Users guide and technical document (2002) (118)
Expression and prognostic significance of a panel of tissue hypoxia markers in head-and-neck squamous cell carcinomas. (2007) (117)
Applications of the lasso and grouped lasso to the estimation of sparse graphical models (2010) (116)
Linear Methods for Regression (2001) (113)
Lasso and Elastic-Net Regularized Generalized Linear Models [R package glmnet version 4.0-2] (2020) (113)
"Preconditioning" for feature selection and regression in high-dimensional problems (2007) (113)
Efficient quadratic regularization for expression arrays. (2004) (112)
Clustering methods for the analysis of DNA microarray data (1999) (111)
Quantitative SD-OCT imaging biomarkers as indicators of age-related macular degeneration progression. (2014) (111)
Computer‐Intensive Statistical Methods (2006) (110)
A network model of a cooperative genetic landscape in brain tumors. (2009) (110)
A simple method for assessing sample sizes in microarray experiments (2006) (110)
Alteration of the lipid profile in lymphomas induced by MYC overexpression (2014) (110)
Developmental response to hypoxia (2004) (108)
Nearly-Isotonic Regression (2011) (108)
Pancancer analysis of DNA methylation-driven genes using MethylMix (2015) (108)
Paraffin-based 6-gene model predicts outcome in diffuse large B-cell lymphoma patients treated with R-CHOP. (2007) (107)
An inflammatory aging clock (iAge) based on deep learning tracks multimorbidity, immunosenescence, frailty and cardiovascular aging (2021) (106)
Multiomics modeling of the immunome, transcriptome, microbiome, proteome and metabolome adaptations during human pregnancy (2018) (106)
The II P method for estimating multivariate functions from noisy data (1991) (105)
An FLT3 gene-expression signature predicts clinical outcome in normal karyotype AML. (2008) (105)
Successful immunotherapy induces previously unidentified allergen-specific CD4+ T-cell subsets (2016) (104)
Cross-Validation and the Bootstrap : Estimating the Error Rate ofa Prediction (1995) (103)
Best Subset, Forward Stepwise or Lasso? Analysis and Recommendations Based on Extensive Comparisons (2020) (102)
Oncogenic regulators and substrates of the anaphase promoting complex/cyclosome are frequently overexpressed in malignant tumors. (2007) (102)
IRF9 and STAT1 are required for IgG autoantibody production and B cell expression of TLR7 in mice. (2008) (101)
Multiplexed proximity ligation assays to profile putative plasma biomarkers relevant to pancreatic and ovarian cancer. (2008) (101)
Childhood leukemia and personal monitoring of residential exposures to electric and magnetic fields in Ontario, Canada (1999) (99)
Comment on "Detecting Novel Associations In Large Data Sets" by Reshef Et Al, Science Dec 16, 2011 (2014) (99)
A bias correction for the minimum error rate in cross-validation (2009) (98)
The Elements of Statistical Learning Theory (2001) (97)
HGAL is a novel interleukin-4-inducible gene that strongly predicts survival in diffuse large B-cell lymphoma. (2003) (97)
Margin Trees for High-dimensional Classification (2007) (96)
Clinical-physiologic correlations in acute asthma of childhood. (1991) (96)
Global transcriptional response to interferon is a determinant of HCV treatment outcome and is modified by race (2006) (95)
Bootstrap confidence intervals and bootstrap approximations (1987) (95)
Uniform asymptotic inference and the bootstrap after model selection (2015) (94)
Spinal deformity after multiple-level cervical laminectomy in children. (1994) (93)
A plain man's guide to the proportional hazards model. (1982) (93)
A comparison of statistical learning methods on the Gusto database. (1998) (91)
Predicting the need for hospitalization in children with acute asthma. (1990) (90)
Microarrays and Their Use in a Comparative Experiment (2000) (89)
Selecting the number of principal components: estimation of the true rank of a noisy matrix (2014) (89)
Polymorphisms in hypoxia inducible factor 1 and the initial clinical presentation of coronary disease. (2007) (89)
High-dimensional regression adjustments in randomized experiments (2016) (87)
Single-cell developmental classification of B cell precursor acute lymphoblastic leukemia at diagnosis reveals predictors of relapse (2018) (87)
Discussion: The Dantzig selector: Statistical estimation when p is much larger than n (2007) (86)
Variance stabilization and the bootstrap (1988) (86)
A tail strength measure for assessing the overall univariate significance in a dataset. (2005) (86)
Signature patterns of gene expression in mouse atherosclerosis and their correlation to human coronary disease. (2005) (82)
The Use of Plasma Surface-Enhanced Laser Desorption/Ionization Time-of-Flight Mass Spectrometry Proteomic Patterns for Detection of Head and Neck Squamous Cell Cancers (2004) (81)
Results from the second year of a collaborative effort to forecast influenza seasons in the United States. (2018) (81)
A multicentre study of primary breast diffuse large B‐cell lymphoma in the rituximab era (2014) (81)
Relationship of differential gene expression profiles in CD34+ myelodysplastic syndrome marrow cells to disease subtype and progression. (2009) (80)
A comparison of fold-change and the t-statistic for microarray data analysis (2007) (80)
Microvessel density and expression of vascular endothelial growth factor and its receptors in diffuse large B-cell lymphoma subtypes. (2007) (79)
The delve manual (1996) (79)
Gene expression profiling differentiates germ cell tumors from other cancers and defines subtype-specific signatures. (2005) (78)
Univariate Shrinkage in the Cox Model for High Dimensional Data (2009) (78)
Genome‐wide characterization of gene expression variations and DNA copy number changes in prostate cancer cell lines (2005) (76)
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States (2022) (76)
Interpretation and bias in case-crossover studies. (1997) (76)
Sparse inverse covariance estimation with the lasso (2007) (76)
Neural Networks and Related Methods for Classification - Discussion (1994) (75)
Regularization Paths for Conditional Logistic Regression: The clogitL1 Package. (2014) (75)
The 'miss rate' for the analysis of gene expression data. (2005) (74)
Gene Shaving: a new class of clustering methods for expression arrays (2000) (73)
Non‐Parametric Logistic and Proportional Odds Regression (1987) (71)
Post-selection adaptive inference for Least Angle Regression and the Lasso (2014) (71)
Active idiotypic vaccination versus control immunotherapy for follicular lymphoma. (2014) (71)
Metabolic Markers and Statistical Prediction of Serous Ovarian Cancer Aggressiveness by Ambient Ionization Mass Spectrometry Imaging. (2017) (71)
Model Search by Bootstrap “Bumping” (1999) (70)
A proteomic clock of human pregnancy (2017) (70)
Prognostic significance of VEGF, VEGF receptors, and microvessel density in diffuse large B cell lymphoma treated with anthracycline-based chemotherapy (2008) (70)
Independent Components Analysis through Product Density Estimation (2002) (70)
Landscape of monoallelic DNA accessibility in mouse embryonic stem cells and neural progenitor cells (2017) (69)
A fused lasso latent feature model for analyzing multi-sample aCGH data. (2011) (67)
Pancreatic Cancer Surgical Resection Margins: Molecular Assessment by Mass Spectrometry Imaging (2016) (64)
Origins and clonal convergence of gastrointestinal IgE+ B cells in human peanut allergy (2020) (64)
Bayesian Backfitting (1998) (64)
Additive Models, Trees, and Related Methods (2009) (61)
The Radiogenomic Risk Score: Construction of a Prognostic Quantitative, Noninvasive Image-based Molecular Assay for Renal Cell Carcinoma. (2015) (61)
Disease-specific genomic analysis: identifying the signature of pathologic biology (2007) (60)
Comment on "The Consensus Coding Sequences of Human Breast and Colorectal Cancers" (2007) (59)
Multicenter Study Using Desorption-Electrospray-Ionization-Mass-Spectrometry Imaging for Breast-Cancer Diagnosis. (2018) (58)
Impact of menstrual phase on false‐negative mammograms in the canadian national breast screening study (1997) (58)
Cardiolipins Are Biomarkers of Mitochondria-Rich Thyroid Oncocytic Tumors. (2016) (57)
Cross-validation: what does it estimate and how well does it do it? (2021) (56)
Anti-idiotype antibody response after vaccination correlates with better overall survival in follicular lymphoma. (2007) (56)
Distinguishing malignant from benign microscopic skin lesions using desorption electrospray ionization mass spectrometry imaging (2018) (55)
A fast and scalable framework for large-scale and ultrahigh-dimensional sparse regression with application to the UK Biobank (2019) (55)
Selective Sequential Model Selection (2015) (54)
Flexible discriminant and mixture models (2000) (54)
Spatially localized neuronal cell lineages in the developing mammalian forebrain (1993) (54)
Molecular subtyping for clinically defined breast cancer subgroups (2015) (52)
Chemical Space Mimicry for Drug Discovery (2017) (52)
Temporal changes in gene expression induced by sulforaphane in human prostate cancer cells (2009) (51)
Long-term course of patients with primary ocular adnexal MALT lymphoma: a large single-institution cohort study. (2017) (50)
Food allergy and omics. (2018) (50)
Development of a comprehensive cell-free DNA (cfDNA) assay for early detection of multiple tumor types: The Circulating Cell-free Genome Atlas (CCGA) study. (2018) (49)
[Generalized Additive Models]: Rejoinder (1986) (48)
Generalized Additive Model (2005) (48)
Clustering microarray data (2003) (48)
Model Search and Inference By Bootstrap "bumping (1995) (48)
Exact Post-selection Inference for Forward Stepwise and Least Angle Regression (2014) (48)
Correction: Autoantibody Epitope Spreading in the Pre-Clinical Phase Predicts Progression to Rheumatoid Arthritis (2012) (47)
Inference with transposable data: modelling the effects of row and column correlations (2010) (47)
The bootstrap estimate of standard error (1993) (47)
CFH and ARMS2 genetic risk determines progression to neovascular age-related macular degeneration after antioxidant and zinc supplementation (2018) (46)
Mouse Strain–Specific Differences in Vascular Wall Gene Expression and Their Relationship to Vascular Disease (2004) (45)
Resampling Methods of Estimation (2001) (45)
The Elements of Statistical Inference (2001) (44)
Lymphoma cell VEGFR2 expression detected by immunohistochemistry predicts poor overall survival in diffuse large B cell lymphoma treated with immunochemotherapy (R‐CHOP) (2010) (44)
A comparison of methods for model selection when estimating individual treatment effects (2018) (43)
Found In Translation: a machine learning model for mouse-to-human inference (2018) (43)
Linear Methods for Classification (2001) (43)
More powerful post-selection inference, with application to the Lasso (2018) (43)
Big data modeling to predict platelet usage and minimize wastage in a tertiary care system (2017) (43)
Support Vector Machines and Flexible Discriminants (2009) (43)
Collaborative regression. (2014) (43)
DRUG-NEM: Optimizing drug combinations using single-cell perturbation response to account for intratumoral heterogeneity (2018) (42)
Adaptive index models for marker-based risk stratification. (2011) (42)
Generalized additive models for longitudinal data (1998) (41)
Proliferative tracing with single-cell mass cytometry optimizes generation of stem cell memory-like T cells (2018) (40)
Shaping of infant B cell receptor repertoires by environmental factors and infectious disease (2019) (40)
Guidelines: Expression profiling — best practices for data generation and interpretation in clinical trials (2004) (39)
Confidence intervals based on bootstrap percentiles (1993) (39)
Prognostic Significance of VEGF, VEGF Receptors, and Microvessel Density in Diffuse Large B Cell Lymphoma Treated with Anthracycline-Based Chemotherapy. (2007) (39)
Linear Model Selection and Regularization (2021) (38)
Data Shared Lasso: A novel tool to discover uplift (2016) (36)
Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions (2020) (36)
Implications of measurement error in exposure for the sample sizes of case-control studies. (1994) (36)
Support Vector Machines (2021) (36)
Coronary risk assessment among intermediate risk patients using a clinical and biomarker based algorithm developed and validated in two population cohorts (2012) (36)
Post‐selection point and interval estimation of signal sizes in Gaussian samples (2014) (35)
LassoNet: A Neural Network with Feature Sparsity (2019) (35)
Cancer characterization and feature set extraction by discriminative margin clustering (2004) (35)
DR-Integrator: a new analytic tool for integrating DNA copy number and gene expression data (2009) (35)
The out-of-bootstrap method for model averaging and selection (1997) (34)
Predicting multivariate responses in multiple linear regression - Discussion (1997) (34)
Classi cation by Pairwise Coupling (1998) (34)
SARS-CoV-2 Antibody Responses Correlate with Resolution of RNAemia But Are Short-Lived in Patients with Mild Illness (2020) (34)
Warm induction blood cardioplegia in the infant. A technique to avoid rapid cooling myocardial contracture. (1990) (34)
Di erent types of di use large b-cell lymphoma identi ed by gene expression pro ling (2000) (34)
Discussion of Boosting Papers (2003) (33)
CD81 protein is expressed at high levels in normal germinal center B cells and in subtypes of human lymphomas. (2010) (33)
A family of proportional- and additive-hazards models for survival data. (1983) (33)
hCAP-D3 Expression Marks a Prostate Cancer Subtype With Favorable Clinical Behavior and Androgen Signaling Signature (2008) (32)
Car phones and car crashes: some popular misconceptions. (2001) (32)
Discussion: Jackknife, Bootstrap and Other Resampling Methods in Regression Analysis (1986) (32)
A shared transcriptional program in early breast neoplasias despite genetic and clinical distinctions (2014) (31)
LassoNet: Neural Networks with Feature Sparsity (2019) (31)
Machine learning methods applied to DNA microarray data can improve the diagnosis of cancer (2003) (31)
De novo mutational signature discovery in tumor genomes using SparseSignatures (2018) (30)
Prediction and outlier detection in classification problems (2019) (29)
High-Dimensional Problems: p N (2009) (29)
EXPLORATORY SCREENING OF GENES AND CLUSTERS FROM MICROARRAY EXPERIMENTS (2002) (29)
Correction: Discussion of "Jackknife, Bootstrap and Other Resampling Methods in Regression Analysis" by C. F. J. Wu (1988) (28)
Identification of diagnostic metabolic signatures in clear cell renal cell carcinoma using mass spectrometry imaging (2019) (28)
Sparse regression and marginal testing using cluster prototypes. (2015) (28)
Kernel Smoothing Methods (2009) (28)
An Ordered Lasso and Sparse Time-Lagged Regression (2014) (28)
Cross-validation and other estimates of prediction error (1993) (28)
Bootstrap standard errors: some examples (1993) (28)
Can auxiliary indicators improve COVID-19 forecasting and hotspot prediction? (2021) (27)
A study of pre-validation (2008) (27)
Complementary hierarchical clustering. (2008) (27)
A Pliable Lasso (2017) (27)
Supervised multidimensional scaling for visualization, classification, and bipartite ranking (2011) (27)
Changes of Gene Expression in Gastric Preneoplasia following Helicobacter pylori Eradication Therapy (2006) (26)
Why cars in the next lane seem to go faster (1999) (26)
The Prognostic Value of Tumor-Associated Macrophages in Leiomyosarcoma: A Single Institution Study (2011) (25)
Handwritten Digit Recognition via Deformable Prototypes (1994) (25)
A non-negative framework for joint modeling of spectral structure and temporal dynamics in sound mixtures (2010) (25)
Who is the Fastest Man in the World (1997) (25)
LMO2 and BCL6 are associated with improved survival in primary central nervous system lymphoma (2014) (25)
TESTING SIGNIFICANCE OF FEATURES BY LASSOED PRINCIPAL COMPONENTS. (2008) (25)
Monotone Shrinkage of Trees (1998) (24)
Flexible covariate effects in the proportional hazards model (2005) (23)
Preoperative metabolic classification of thyroid nodules using mass spectrometry imaging of fine-needle aspiration biopsies (2019) (23)
Adaptive testing for the graphical lasso (2013) (23)
MITI minimum information guidelines for highly multiplexed tissue images (2021) (22)
Alteration of Gene Expression Signatures of Cortical Differentiation and Wound Response in Lethal Clear Cell Renal Cell Carcinomas (2009) (22)
Correlation-sharing for detection of differential gene expression (2006) (22)
�-norm Support Vector Machines (2003) (22)
Estimates of bias (1993) (22)
Scientific research in the age of omics: the good, the bad, and the sloppy (2013) (22)
Detection of silent ischemia adds to the prognostic value of coronary anatomy and left ventricular function in predicting outcome in unstable angina patients. (1995) (21)
Genomic analysis of benign prostatic hyperplasia implicates cellular re-landscaping in disease pathogenesis. (2019) (21)
Coaching variables for regression and classification (1998) (21)
A signicance test for the lasso (2014) (21)
Log‐ratio lasso: Scalable, sparse estimation for log‐ratio models (2017) (21)
Post-infusion CAR TReg cells identify patients resistant to CD19-CAR therapy (2022) (21)
Basis Expansions and Regularization (2001) (20)
A General Framework for Estimation and Inference From Clusters of Features (2015) (20)
C-C chemokine receptor 1 expression in human hematolymphoid neoplasia. (2010) (20)
Are Those other Drivers Really Going Faster? (2000) (20)
Cellular telephones and motor‐vehicle collisions: Some variations on matched‐pairs analysis (1997) (20)
The importance of transparency and reproducibility in artificial intelligence research (2020) (20)
A Fast and Flexible Algorithm for Solving the Lasso in Large-scale and Ultrahigh-dimensional Problems (2019) (19)
A Permutation Approach to Testing Interactions in Many Dimensions (2012) (19)
Classification by Set Cover: The Prototype Vector Machine (2009) (18)
Synth-Validation: Selecting the Best Causal Inference Method for a Given Dataset (2017) (18)
Main Effects and Interactions in Mixed and Incomplete Data Frames (2018) (17)
Some results on bootstrap prediction intervals (1996) (17)
A simple method for analyzing matched designs with double controls: McNemar's test can be extended. (2017) (17)
False Discovery Rate Control for Sequential Selection Procedures, with Application to the Lasso (2013) (16)
Bootstrap Confidence Intervals (1984) (16)
Local false discovery rate facilitates comparison of different microarray experiments (2009) (16)
Survival in Follicular Lymphoma: The Stanford Experience, 1960–2003. (2007) (16)
False Variable Selection Rates in Regression (2013) (16)
Prototype Methods and Nearest-Neighbors (2009) (16)
Hypothesis testing with the bootstrap (1993) (16)
Identification of gene microarray expression profiles in patients with chronic graft-versus-host disease following allogeneic hematopoietic cell transplantation. (2013) (16)
Model Inference and Averaging (2009) (16)
Fast Lasso method for Large-scale and Ultrahigh-dimensional Cox Model with applications to UK Biobank (2020) (15)
Bayesian gene set analysis for identifying significant biological pathways (2011) (15)
Classification of patients from time-course gene expression. (2013) (15)
CUSTOMIZED TRAINING WITH AN APPLICATION TO MASS SPECTROMETRIC IMAGING OF CANCER TISSUE. (2015) (15)
Polygenic risk modeling with latent trait-related genetic components (2019) (14)
Convex hierarchical testing of interactions (2012) (14)
Pathophysiological significance and therapeutic targeting of germinal center kinase in diffuse large B-cell lymphoma. (2016) (14)
Transcriptional changes in peanut-specific CD4+ T cells over the course of oral immunotherapy. (2020) (14)
Significant sparse polygenic risk scores across 813 traits in UK Biobank (2022) (14)
The Impact of Tumor Volume on Outcomes after Radical Prostatectomy: Implications for Prostate Cancer Screening (2008) (14)
[The ∏ Method for Estimating Multivariate Functions from Noisy Data]: Discussion (1991) (14)
Random samples and probabilities (1993) (13)
Principal component‐guided sparse regression (2018) (13)
An Inflammatory Clock Predicts Multi-morbidity, Immunosenescence and Cardiovascular Aging in Humans (2019) (13)
Risk Factors of Delayed Extubation , Prolonged Length of Stay in the Intensive Care Unit , and Mortality in Patients Undergoing Coronary Artery Bypass Graft with Fast-track Cardiac Anesthesia (1999) (13)
Is Using a Car Phone like Driving Drunk (1997) (13)
Nonparametric Regression and Classification Part I—Nonparametric Regression (1994) (12)
BOOTSTRAP HYPOTHESIS TESTING. AUTHOR'S REPLY (1992) (12)
Driving fatalities on US presidential election days. (2008) (12)
Fast Lasso method for large-scale and ultrahigh-dimensional Cox model with applications to UK Biobank. (2020) (12)
Note on Comparison of Model Selection for Regression by Vladimir Cherkassky and Yunqian Ma (2003) (12)
Fibromyalgia and the Risk of a Subsequent Motor Vehicle Crash (2015) (12)
implications Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical (2001) (12)
How Many Bootstraps (1985) (12)
Rejoinder: Linear Smoothers and Additive Models (1989) (12)
Increased diversity of gut microbiota during active oral immunotherapy in peanut‐allergic adults (2020) (11)
Predicting Patient Survival from Longitudinal Gene Expression (2010) (11)
Penalized regression for left‐truncated and right‐censored survival data (2021) (11)
Discussion of "the Dantzig selector" (2007) (11)
Survival analysis as a classification problem (2019) (11)
A Strategy for Binary Description and Classification (1992) (11)
Discovery and validation of breast cancer subtypes (2007) (10)
Expression Arrays and the p n Problem (2003) (10)
Nuclear penalized multinomial regression with an application to predicting at bat outcomes in baseball (2017) (10)
Short-term Economic Change and the Utilization of Mental Health Facilities in a Metropolitan Area* (1987) (10)
Gene Expression Changes Induced by Genistein in the Prostate CancerCell Line LNCaP (2010) (10)
Methods for analyzing matched designs with double controls: excess risk is easily estimated and misinterpreted when evaluating traffic deaths. (2018) (10)
An Introduction to the Bootstrap.@@@Computer-Intensive Statistical Methods: Validation Model Selection and Bookstrap. (1994) (10)
Dose-Escalated, Intratumoral TLR9 Agonist and Low-Dose Radiation Induce Abscopal Effects in Follicular Lymphoma (2014) (10)
[Neural Networks: A Review from Statistical Perspective]: Comment (1994) (9)
Increased T Cell Differentiation and Cytolytic Function in Bangladeshi Compared to American Children (2019) (9)
Immune signatures in follicular lymphoma. (2005) (9)
Discussion: Projection Pursuit (1985) (9)
Rejoinder: "A significance test for the lasso" (2014) (9)
Boosted PRIM with application to searching for oncogenic pathway of lung cancer (2004) (8)
Gene Expression Changes Induced by Genistein in the Prostate Cancer Cell Line LNCaP (2010) (8)
Discriminant Analysis with Adaptively Pooled Covariance (2011) (8)
Cooperative learning for multiview analysis (2021) (8)
Efficient bootstrap computations (1993) (8)
Some aspects of the reparametrization of statistical models (1994) (8)
Statistical Learning (2021) (8)
Statistical Measures for the Computer-Aided Diagnosis of Mammographic Masses (1999) (8)
Regularization methods for learning incomplete matrices (2009) (8)
Discussions of boosting papers, and rejoinders (2004) (7)
Survival stacking: casting survival analysis as a classification problem (2021) (7)
Discussion: Multivariate Adaptive Regression Splines (1991) (7)
Confidence intervals based on bootstrap “tables” (1993) (7)
KLHL6 Is Preferentially Expressed in Germinal Center–Derived B-Cell Lymphomas (2017) (7)
Early detection of unilateral ureteral obstruction by desorption electrospray ionization mass spectrometry (2019) (7)
Gene expression deconvolution in linear space (2011) (7)
Regularization paths and coordinate descent (2008) (7)
[Monotone Regression Splines in Action]: Comment (1988) (7)
Genomics of childhood leukemias: the virtue of complexity. (2008) (7)
Feature-weighted elastic net: using "features of features" for better prediction (2020) (7)
The use of plasma SELDI-TOF MS proteomic patterns for detection of head and neck squamous cell cancers (HNSCC) (2003) (7)
Tumor-Infiltrating T Cells Are Not Predictive of Clinical Outcome in Follicular Lymphoma. (2006) (6)
application in microarrays (2006) (6)
Rapid Screening of COVID-19 Directly from Clinical Nasopharyngeal Swabs Using the MasSpec Pen (2021) (6)
In praise of sparsity and convexity (2013) (6)
Generalized Additive Models, Cubic Splines and Penalized Likelihood. (1987) (6)
A Selective Approach to Internal Inference (2015) (6)
The stanford prostate cancer calculator: Development and external validation of online nomograms incorporating PIRADS scores to predict clinically significant prostate cancer. (2021) (5)
A lasso for hierarchical testing of interactions (2012) (5)
Re: "Polychotomous logistic regression methods for matched case-control studies with multiple case or control groups". (1988) (5)
A Permutation Approach to Testing Interactions for Binary Response by Comparing Correlations Between Classes (2015) (5)
Preliminary Report on a Phase I/II Study of Intratumoral Injection of PF-3512676 (CpG 7909), a TLR9 Agonist, Combined with Radiation in Recurrent Low-Grade Lymphomas. (2006) (5)
Large-Scale Sparse Regression for Multiple Responses with Applications to UK Biobank (2020) (5)
A pliable lasso for the Cox model (2018) (5)
Rejoinder: Best Subset, Forward Stepwise or Lasso? Analysis and Recommendations Based on Extensive Comparisons (2020) (5)
Nonparametric Regression and Classification Part II—Nonparametric Classification (1994) (5)
Post model‐fitting exploration via a “Next‐Door” analysis (2018) (5)
Response to Mease and Wyner, Evidence Contrary to the Statistical View of Boosting, JMLR 9:131-156, 2008 (2008) (5)
Fast Numerical Optimization for Genome Sequencing Data in Population Biobanks (2021) (5)
Identification of clinically distinct types of diffuse large B-cell lymphoma based on gene expressio (2000) (5)
The accuracy of a sample mean (1993) (5)
Standard errors and estimated standard errors (1993) (4)
The Global Pairwise Approach to Radiation Hybrid Mapping (1999) (4)
Using aggregate patient data at the bedside via an on-demand consultation service (2021) (4)
A proposal for variable selection in the Cox model (1997) (4)
LMO2 Protein Expression Predicts Survival in Patients with Diffuse Large B-Cell Lymphoma in the Pre- and Post-Rituximab Treatment Eras. (2007) (4)
Abstract LB-343: Development of plasma cell-free DNA (cfDNA) assays for early cancer detection: first insights from the Circulating Cell-Free Genome Atlas Study (CCGA) (2018) (4)
DCIS genomic signatures define biology and clinical outcome: Human Tumor Atlas Network (HTAN) analysis of TBCRC 038 and RAHBT cohorts (2021) (4)
Cooperative Learning for Multi-view Analysis (2021) (4)
Sparse canonical correlation analysis (2017) (4)
Regression methods for microarray data (2005) (4)
Temporal dynamics of the multi-omic response to endurance exercise training across tissues (2022) (4)
Modeling COVID19 mortality in the US: Community context and mobility matter (2020) (4)
Correction to rejoinder to “A significance test for the Lasso” (2014) (4)
Flawed analysis, implausible results--move on. (2004) (3)
MassExplorer: a computational tool for analyzing desorption electrospray ionization mass spectrometry data (2021) (3)
Discussion of “Prediction, Estimation, and Attribution” by Bradley Efron (2020) (3)
Undirected Graphical Models (2009) (3)
Regularization for supervised learning via the "hubNet" procedure (2016) (3)
Lane changes while driving occasionally cause collisions . Do we make too many lane changes ? Are Those Other Drivers Really Going Faster ? (2000) (3)
The United States COVID-19 Forecast Hub dataset (2022) (3)
Assessing the error in bootstrap estimates (1993) (3)
Molecular classification and biomarkers of clinical outcome in breast ductal carcinoma in situ: Analysis of TBCRC 038 and RAHBT cohorts. (2022) (3)
Survival analysis on rare events using group-regularized multi-response Cox regression (2020) (3)
A neural network with feature sparsity (2019) (3)
An Investigation of Methods for Handling Missing Data with Penalized Regression (2013) (3)
Estimation of relaxation time distributions in magnetic resonance imaging (2001) (3)
Moving Beyond Linearity (2021) (3)
Basic References (3)
Molecular subtyping for clinically defined breast cancer subgroups (2015) (3)
Reluctant Generalised Additive Modelling (2020) (3)
Supervised Learning from Microarray Data (2002) (3)
A component lasso (2013) (3)
Differential Gene Expression Profiles in CD34+ Myelodysplastic Syndrome Marrow Cells. (2005) (3)
Better Bootstrap Confidence Intervals: Comment (1987) (2)
Basophil activation tests identify a peanut OIT subgroup with improved safety and outcomes (2021) (2)
Author Correction: Genetics of 35 blood and urine biomarkers in the UK Biobank (2021) (2)
A tissue atlas of ulcerative colitis revealing evidence of sex-dependent differences in disease-driving inflammatory cell types and resistance to TNF inhibitor therapy (2023) (2)
Rapid Screening of COVID-19 Disease Directly from Clinical Nasopharyngeal Swabs using the MasSpec Pen Technology (2021) (2)
Gene Expression Profiling Predicts Outcome in De Novo Acute Myeloid Leukemia (AML) with Normal Karyotype: Results of Children’s Oncology Group (COG) Study POG #9421. (2006) (2)
Further topics in bootstrap confidence intervals (1993) (2)
Assessment of heterogeneous treatment effect estimation accuracy via matching (2020) (2)
Proliferation tracing with single-cell mass cytometry optimizes generation of stem cell memory-like T cells (2019) (2)
372: Identification of Molecular Subtypes and Prognostic Markers in Renal Cell Carcinomas Using CDNA Microarray (2005) (2)
On the Use of C-index for Stratified and Cross-Validated Cox Model (2019) (2)
Extracting cell-type-specific gene expression differences from complex tissues (144.30) (2010) (2)
Physicians' warnings for unfit drivers and risk of road crashes. (2013) (2)
An Approach to Explore for a Sweet-spot in Randomized Trials. (2019) (2)
Terry fox cancer research workshop on prevention trials (1989) (2)
Reply to J. Wang et al. (2019) (2)
43. Who Is the Fastest Man in the World? (2005) (2)
Mechanical competition promotes selective listening to receptor inputs to resolve directional dilemmas in neutrophil migration (2022) (2)
Estimation of prediction error with known covariate shift (2022) (2)
Significant Sparse Polygenic Risk Scores across 428 traits in UK Biobank (2021) (2)
Gene Expression Profiling and FLT3 Status Correlate with Outcome in De Novo Acute Myeloid Leukemia (AML) with Normal Karyotype: Results of Children’s Oncology Group (COG) Study POG #9421. (2005) (2)
Development of a Dynamic Model for Personalized Risk Assessment in Large B-Cell Lymphoma (2017) (2)
Traffic law enforcement and safety (2003) (2)
More complicated data structures (1993) (2)
Reply to Vickers: Pharmacogenetics and progression to neovascular age-related macular degeneration—Evidence supporting practice change (2018) (2)
Road Crashes and the Next U.S. Presidential Election (2010) (2)
Reluctant additive modeling (2019) (2)
A Noninvasive Molecular Clock for Fetal Development Predicts Gestational Age and Preterm Delivery (2017) (2)
Supplement to “ Convex Hierarchical Testing of Interactions ” (2014) (1)
Short Communication Expression of Cytokeratins 17 and 5 Identifies a Group of Breast Carcinomas with Poor Clinical Outcome (2002) (1)
Discussion and further topics (1993) (1)
Spectral Overlap and a Comparison of Parameter-Free, Dimensionality Reduction Quality Metrics (2019) (1)
CD8+ T cell differentiation status correlates with the feasibility of sustained unresponsiveness following oral immunotherapy (2022) (1)
The empirical distribution function and the plug-in principle (1993) (1)
The Science of Bradley Efron (2008) (1)
Book Reviews (2014) (1)
Lymphoma-Expressed VEGF-a, VEGFR-1, VEGFR-2, and Microvessel Density Are Not Predictive of Overall Survival in Follicular Lymphoma (2008) (1)
Causal Inference with Orthogonalized Regression Adjustment: Taming the Phantom (2022) (1)
MicroRNA Are Useful Biomarkers for Prediction of Response to Therapy and Survival of Patients with Diffuse Large B-Cell Lymphoma. (2009) (1)
Genomic feature selection by coverage design optimization (2018) (1)
Unsupervised Learning (2021) (1)
Transcriptional profiling of long non-coding RNAs and novel transcribed regions across a diverse panel of archived human cancers (2012) (1)
LARGE-SCALE MULTIVARIATE SPARSE REGRESSION WITH APPLICATIONS TO UK BIOBANK. (2022) (1)
Sensitivity analysis for inference with partially identifiable covariance matrices (2013) (1)
A tail strength measure for assessing the overall significance in a dataset (2005) (1)
Matrix Decompositions, Approximations, and Completion (2015) (1)
Bootstrap bioequivalence and power calculations: a case history (1993) (1)
Finding and assessing treatment effect sweet spots in clinical trial data. (2020) (1)
A heightened global response of interferon-alfa treatment on host gene transcription is associated with clearance of HCV after interferon therapy (2004) (1)
The science of Bradley Efron : selected papers (2008) (1)
Proteomic Signatures of Secreted Proteins for the Prediction of Treatment Response to TNF Blockers in RA (2007) (1)
What is Cox's proportional hazards model? (2022) (1)
In Situ Vaccination with TLR9 Agonist Combined with Local Radiation In Mycosis Fungoides: Analysis of Phase I/II Study (2010) (1)
Leading edge competition promotes context-dependent responses to receptor inputs to resolve directional dilemmas in neutrophil migration (2023) (1)
csSAM - cell-specific Significance Analysis of Microarrays (2013) (1)
Discussion of \Evidence contrary to the statistical view of boosting" (2007) (1)
A SIGNIFICANCE TEST FOR THE LASSO1 (2014) (1)
The Lasso for Linear Models (2015) (1)
Supervised learning via the "hubNet" procedure. (2018) (1)
Correction to: The Bootstrap Method for Assessing Statistical Accuracy (2021) (1)
Disease diagnostics using machine learning of immune receptors (2022) (1)
Reply to D.R. Catchpoole et al (2010) (1)
Bayesian CART Model Search: Comment (1998) (1)
FLT3 Mutations Determine the Clinical Outcome in Children with De Novo Acute Myelogenous Leukemia (AML) and Normal Karyotype: Pediatric Oncology Group (POG) Study # 9421. (2004) (1)
Prediction and outlier detection: a distribution-free prediction set with a balanced objective (2019) (1)
Causal Inference with Orthogonalized Regression: Taming the Phantom (2022) (1)
Lasso and Sparsity in Statistics (2014) (1)
Identification of Distinct inv(16) Subclasses in Adult Acute Myeloid Leukemia Based on Gene Expression Profiling. (2004) (0)
Distinct Patterns of DNACopy Number Alteration Are Associated with Different Clinicopathological Features and Gene-Expression Subtypes of Breast Cancer (2009) (0)
Osteopontin - a new serum marker for tumor hypoxia (2001) (0)
Complementary Hierarchical Clustering [R package compHclust version 1.0-3] (2017) (0)
Why cars in the next lane see to go faster : The temptation to change lanes on a motorway may be prompted by an illusion (1999) (0)
univariate signicance in a dataset (2005) (0)
Running title miRNA profiling of tonsilar lymphocytes and DLBCL Authors (2008) (0)
Analyzing excess risk from matched designs with double controls: author's response. (2019) (0)
Survival Analysis and Censored Data (2021) (0)
Improved Relapse Prediction in Pediatric Acute Myeloid Leukemia By Deconvolving Lineage-Specific and Cancer-Specific Features in Single-Cell Data (2022) (0)
Rejoinder (2016) (0)
Weakest link pruning of a dendrogram (2022) (0)
The Lasso : An Application to Cancer Detection and Some New Tools for Selective Inference (2015) (0)
Confidence Intervals for the Generalisation Error of Random Forests (2022) (0)
Implication Networks from Large Gene-expression Datasets (2007) (0)
42 In praise of sparsity and convexity (2013) (0)
1-30-2012 A significance test for the lasso (2015) (0)
Signal Approximation and Compressed Sensing (2015) (0)
Extensions to other settings (2017) (0)
An overview of nonparametric and parametric inference (1993) (0)
Linear Regression (2021) (0)
Found In Translation: a machine learning model for mouse-to-human inference (2018) (0)
Sparse Multivariate Methods (2015) (0)
Abstract B1-39: Multi-target drug combinations from single drug responses measured at the level of single cells using Mixture Nested Effects Models (MNEMs) applied to cancer (2015) (0)
A latent factor approach for prediction from multiple assays. (2018) (0)
Desensitization rates to peanut protein during OIT among children, adolescents, and adults: 745 (2019) (0)
Graphs and Model Selection (2015) (0)
Comment (2005) (0)
Bottom-Reflection Phase-Shift Estimation From ASIAEX Data (2004) (0)
Discussion (2009) (0)
Associate Editors Coordinating Editor and Applications Editor (1990) (0)
Abstract PD5-08: The human tumor atlas network (HTAN) breast pre cancer atlas: A multi-omic integrative analysis of ductal carcinoma in situ (DCIS) and correlation with clinical outcomes (2021) (0)
Adaptive estimation and calibration (1993) (0)
Pancancer analysis of DNA methylation-driven genes using MethylMix (2015) (0)
Abstract GS4-07: The Breast PreCancer Atlas DCIS genomic signatures define biology and correlate with clinical outcomes: An analysis of TBCRC 038 and RAHBT cohorts (2022) (0)
Bayesian Gene Set Analysis (2010) (0)
Testing for a Sweet Spot in Randomized Trials (2021) (0)
The Prostate 69 : 181 ^ 190 ( 2009 ) Temporal Changes inGene Expression Inducedby Sulforaphane inHumanProstateCancerCells (2008) (0)
Gene Expression Profiling Identifies Genes Associated with In Vitro Resistance to Daunorubicin and Cytarabine in Children with De Novo Acute Myelogenous Leukemia (AML) from the Pediatric Oncology Group (POG) Study # 9421. (2004) (0)
OA08.03 A Single-Cell Resolution Map of EMT and Drug Resistance States for Evaluating NSCLC Clinical Specimens (2019) (0)
Abstract 2693: Relapse in BCP-ALL predicted by activated signaling in pro-B cell subsets (2016) (0)
THE LASSO AND RELATED METHODS 2 1 The lasso and related methods (2007) (0)
Do Public Health Efforts Matter? Explaining Cross-Country Heterogeneity in Excess Death During the COVID-19 Pandemic (2022) (0)
Fast Sparse-Group Lasso Method for Multi-response Cox Model with Applications to UK Biobank (2020) (0)
F.62. Autoantibody Profiling of Lupus Mice Deficient for Interferon Signaling Components (2006) (0)
Generalized additive models: a retrospective (2015) (0)
F.50. Gene Expression Profiling of Peripheral Blood Mononuclear Cells (PBMC) from SJIA Patients (2006) (0)
acute lymphoblastic leukemia Notch signals positively regulate activity of the mTOR pathway in T-cell (2013) (0)
GenesThe Inference of Antigen Selection on Ig (2000) (0)
M E ] 2 7 A ug 2 00 7 Sparse inverse covariance estimation with the lasso Jerome Friedman (2008) (0)
FastCPH: Efficient Survival Analysis for Neural Networks (2022) (0)
Submitted to the Annals of Applied Statistics FALSE VARIABLE SELECTION RATES IN REGRESSION By (2013) (0)
Correlation of RRM1 expression in muscle invasive locally advanced urothelial cancer with age. (2009) (0)
Fused Lasso Latent Feature Model [R package FLLat version 1.2-1] (2017) (0)
The Human Tumor Atlas Network (HTAN) Breast PreCancer Atlas: A multi-omic integrative analysis of ductal carcinoma in situ with clinical outcomes (2021) (0)
Understanding cryptographic algorithms through experiential learning (2012) (0)
Traffic law enforcement and safety. Authors' reply (2003) (0)
Comments on "Significance of candidate cancer genes as assessed by the CaMP score" by Parmigiani et al. (2007) (0)
Response transformation models (2017) (0)
Confidence intervals for the Cox model test error from cross-validation (2022) (0)
Title : Cardiolipins are biomarkers of mitochondria-rich thyroid oncocytic tumors Running Title : Cardiolipin Novel Markers of Thyroid Tumors (2016) (0)
A geometrical representation for the bootstrap and jackknife (1993) (0)
Deep single-cell profiling of the systemic immune response to pregnancy Twenty-one pregnant women receiving routine antepartum care at (2017) (0)
A Note on Profile Likelihood, Least Favourable Families and Kullback-Leibler Distance. (1988) (0)
A Melting Pot (2021) (0)
The Percentage of Tumor-Infiltrating T Cells Is Not Correlated with Overall Survival in Follicular B-Cell Lymphomas. (2004) (0)
Correction: Corrigendum: Landscape of monoallelic DNA accessibility in mouse embryonic stem cells and neural progenitor cells (2017) (0)
The DELVE user manual (1996) (0)
Integrating genomic features for non-invasive early lung cancer detection (2020) (0)
Identification of end‐stage renal disease metabolic signatures from human perspiration (2023) (0)
Prognostic significance of vascular endothelial growth factor (VEGF), VEGF receptors (VEGFR), and vascularity in diffuse large B-cell lymphoma treated with immunochemotherapy (R-CHOP). (2016) (0)
Microarray analysis of small cell lung cancer reveals altered apoptotic imbalance and distinct expression signatures of MYC family gene amplification (2005) (0)
Multiple Testing (2021) (0)
Review ID: 9116 (2001) (0)
ALTERATION OF GENE EXPRESSION SIGNATURES OF CORTICAL DIFFERENTIATION AND WOUND RESPONSE IN LETHAL CONVENTIONAL RENAL CELL CARCINOMAS (2009) (0)
LMO2 Protein Expression Predicts Survival in Patients with Diffuse Large B-Cell Lymphoma Treated with Immunochemotherapy (RCHOP): A Multicenter Validation Study (2008) (0)
Resampling Methods (2021) (0)
Sensitivity analysis for inference with partially identifiable covariance matrices (2013) (0)
Dose-related Allergic Reactions Decrease Over Time During Peanut Oral Immunotherapy in a Large, Randomized, Double-blind, Placebo-controlled, Phase 2 Study (2020) (0)
Ganoderic Acid DM: An Alternative Agent for the Treatment of AdvancedProstate Cancer (2010) (0)
Some theory for additive models (2017) (0)
A Tutorial on Using the R Package FLLat (2017) (0)
N ov 2 01 2 A lasso for hierarchical testing of interactions (2012) (0)
Discussion of: Treelets—An adaptive multi-scale basis for sparse unordered data (2008) (0)
Machine Learning and Big Data Analytics Section 6 Emily Mower October 2018 (2018) (0)
A FLT3 Gene-Expression Signature Outperforms FLT3 Status in Predicting Clinical Outcome for Patients with Normal Karyotype AML. (2006) (0)
Smoothing in detail (2017) (0)
Correction (2010) (0)
Deep Learning (2021) (0)
Fused Lasso Latent Feature Model (2015) (0)
Prognostic Gene-Expression Signatures in Adult Acute Myeloid Leukemia with Normal Karyotype. (2005) (0)
Integration of Mechanistic Immunological Knowledge into a Machine Learning Pipeline Increases Predictive Power (2020) (0)
Neither CD68+ Nor CD163+ Macrophages Are Associated with Decreased Survival in Follicular Lymphoma (2008) (0)
bootstrap prediction intervals (2016) (0)
The Human Tumor Atlas Network (HTAN) Breast Precancer Atlas: A Multi-Omic Integrative Analysis of Ductal Carcinoma in situ With Clinical Outcomes (2021) (0)
Correction to: The Bootstrap Method for Assessing Statistical Accuracy (2021) (0)
Smooth multi-period forecasting with application to prediction of COVID-19 cases (preprint) (2022) (0)
Reluctant generalized additive modeling (2019) (0)
Prediction of Secondary School Students’ Alcohol Addiction using Random Forest (2017) (0)
A shared transcriptional program in early breast neoplasias despite genetic and clinical distinctions (2014) (0)
Noninvasive Cancer Classification Using Diverse Genomic Features in Circulating Tumor DNA (2016) (0)
AND JULIE AND TO THE MEMORY OF (2011) (0)
Discussion: Comment 2 (2000) (0)
Classification (1993) (0)
Introduction (2021) (0)
Author Correction: An inflammatory aging clock (iAge) based on deep learning tracks multimorbidity, immunosenescence, frailty and cardiovascular aging (2021) (0)

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