Trevor Hastie

Trevor Hastie

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Trevor Hastie

Publications by authors named "Trevor Hastie"

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Decreasing human body temperature in the United States since the industrial revolution.

Elife 2020 Jan 7;9. Epub 2020 Jan 7.

Division of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University, School of Medicine, Stanford, United States.

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http://dx.doi.org/10.7554/eLife.49555DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6946399PMC
January 2020

Aortic growth and development of partial false lumen thrombosis are associated with late adverse events in type B aortic dissection.

J Thorac Cardiovasc Surg 2019 Oct 31. Epub 2019 Oct 31.

Stanford 3D and Quantitative Imaging Laboratory, Department of Radiology, Stanford University School of Medicine, Stanford, Calif; Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, Calif. Electronic address:

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http://dx.doi.org/10.1016/j.jtcvs.2019.10.074DOI Listing
October 2019

A clinico-genomic analysis of soft tissue sarcoma patients reveals CDKN2A deletion as a biomarker for poor prognosis.

Clin Sarcoma Res 2019 11;9:12. Epub 2019 Sep 11.

1Department of Medicine (Oncology), Stanford University School of Medicine, 875 Blake Wilbur Drive, Stanford, CA 94305 USA.

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https://clinicalsarcomaresearch.biomedcentral.com/articles/1
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http://dx.doi.org/10.1186/s13569-019-0122-5DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6739971PMC
September 2019

Machine learning in human movement biomechanics: Best practices, common pitfalls, and new opportunities.

J Biomech 2018 11 13;81:1-11. Epub 2018 Sep 13.

Department of Mechanical Engineering, Stanford University, United States; Department of Bioengineering, Stanford University, United States; Department of Orthopaedic Surgery, Stanford University, United States.

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http://dx.doi.org/10.1016/j.jbiomech.2018.09.009DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6879187PMC
November 2018

Some methods for heterogeneous treatment effect estimation in high dimensions.

Stat Med 2018 05 6;37(11):1767-1787. Epub 2018 Mar 6.

Department of Statistics, Stanford University, California, USA.

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http://dx.doi.org/10.1002/sim.7623DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5938172PMC
May 2018

Gene expression profiling of low-grade endometrial stromal sarcoma indicates fusion protein-mediated activation of the Wnt signaling pathway.

Gynecol Oncol 2018 05 12;149(2):388-393. Epub 2018 Mar 12.

Department of Pathology, Stanford University School of Medicine, 300 Pasteur Drive, Stanford, 94305, CA, USA.

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http://dx.doi.org/10.1016/j.ygyno.2018.03.007DOI Listing
May 2018

Saturating Splines and Feature Selection.

J Mach Learn Res 2018 Apr;18

Division of Computer Science and Department of Statistics, University of California, Berkeley, CA 94720-1776, USA,

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6474379PMC
April 2018

Prognostic significance of early aortic remodeling in acute uncomplicated type B aortic dissection and intramural hematoma.

J Thorac Cardiovasc Surg 2017 10 16;154(4):1192-1200. Epub 2017 May 16.

Department of Radiology, Stanford University School of Medicine, Stanford, Calif; Stanford Cardiovascular Institute, Stanford University School of Medicine, Stanford, Calif. Electronic address:

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http://dx.doi.org/10.1016/j.jtcvs.2017.04.064DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5603396PMC
October 2017

CONFOUNDER ADJUSTMENT IN MULTIPLE HYPOTHESIS TESTING.

Ann Stat 2017 Oct 31;45(5):1863-1894. Epub 2017 Oct 31.

Department of Statistics, Stanford University, 390 Serra Mall, Stanford, California 94305, USA.

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http://dx.doi.org/10.1214/16-AOS1511DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6706069PMC
October 2017

Selection of effects in Cox frailty models by regularization methods.

Biometrics 2017 09 13;73(3):846-856. Epub 2017 Jan 13.

Department of Statistics, Ludwig-Maximilians-University Munich, Akademiestraße 1, 80799 Munich, Germany.

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http://dx.doi.org/10.1111/biom.12637DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6261611PMC
September 2017

Sparse EEG/MEG source estimation via a group lasso.

PLoS One 2017 12;12(6):e0176835. Epub 2017 Jun 12.

Department of Psychology, Stanford University, Stanford, CA, United States of America.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0176835PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5467834PMC
September 2017

Accuracy in Wrist-Worn, Sensor-Based Measurements of Heart Rate and Energy Expenditure in a Diverse Cohort.

J Pers Med 2017 May 24;7(2). Epub 2017 May 24.

Division of Cardiovascular Medicine, Department of Medicine, Stanford University, Stanford, CA 94305, USA.

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http://dx.doi.org/10.3390/jpm7020003DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5491979PMC
May 2017

Evaluating quantitative proton-density-mapping methods.

Hum Brain Mapp 2016 10 6;37(10):3623-35. Epub 2016 Jun 6.

Stanford University, Department of Psychology, Stanford, CA, USA.

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http://dx.doi.org/10.1002/hbm.23264DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6204063PMC
October 2016

Combinatorial extracellular matrix microenvironments promote survival and phenotype of human induced pluripotent stem cell-derived endothelial cells in hypoxia.

Acta Biomater 2016 10 4;44:188-99. Epub 2016 Aug 4.

Stanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA; Department of Cardiothoracic Surgery, Stanford, CA, USA. Electronic address:

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5045796PMC
http://dx.doi.org/10.1016/j.actbio.2016.08.003DOI Listing
October 2016

Human amygdala engagement moderated by early life stress exposure is a biobehavioral target for predicting recovery on antidepressants.

Proc Natl Acad Sci U S A 2016 10 10;113(42):11955-11960. Epub 2016 Oct 10.

Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA 94305; Sierra-Pacific Mental Illness Research, Education, and Clinical Center, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA 94304;

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http://dx.doi.org/10.1073/pnas.1606671113DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5081583PMC
October 2016

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

Nucleic Acids Res 2016 05 26;44(8):e80. Epub 2016 Jan 26.

Institute for Computational Health Sciences, University of California, San Francisco, San Francisco, CA 94158, USA.

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https://academic.oup.com/nar/article-lookup/doi/10.1093/nar/
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http://dx.doi.org/10.1093/nar/gkw030DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4856978PMC
May 2016

Effect of long-term antibiotic use on weight in adolescents with acne.

J Antimicrob Chemother 2016 Apr 17;71(4):1098-105. Epub 2016 Jan 17.

Division of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA Department of Health Research and Policy, Stanford University School of Medicine, Stanford, CA 94305, USA.

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http://dx.doi.org/10.1093/jac/dkv455DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4790625PMC
April 2016

CUSTOMIZED TRAINING WITH AN APPLICATION TO MASS SPECTROMETRIC IMAGING OF CANCER TISSUE.

Ann Appl Stat 2015 Dec 28;9(4):1709-1725. Epub 2016 Jan 28.

Department of Statistics, Stanford University, 390 Serra Mall, Stanford, California 94305-4065, USA.

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http://dx.doi.org/10.1214/15-AOAS866DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6200412PMC
December 2015

The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility.

J Am Med Inform Assoc 2015 Nov 13;22(6):1120-5. Epub 2015 Aug 13.

Department of Bioengineering, Stanford University, Stanford, California, USA Department of Mechanical Engineering, Stanford University, Stanford, California, USA Department of Orthopaedic Surgery, Stanford University, Stanford, California, USA.

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http://dx.doi.org/10.1093/jamia/ocv071DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4639715PMC
November 2015

Learning interactions via hierarchical group-lasso regularization.

J Comput Graph Stat 2015;24(3):627-654. Epub 2015 Sep 16.

Statistics Department, Stanford University.

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http://dx.doi.org/10.1080/10618600.2014.938812DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4706754PMC
September 2015

Detecting clinically meaningful biomarkers with repeated measurements: An illustration with electronic health records.

Biometrics 2015 Jun 4;71(2):478-86. Epub 2015 Feb 4.

Department of Statistics, Stanford University, Palo Alto, California, U.S.A.

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http://dx.doi.org/10.1111/biom.12283DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4479980PMC
June 2015

Effective degrees of freedom: a flawed metaphor.

Biometrika 2015 Jun 4;102(2):479-485. Epub 2015 May 4.

Department of Statistics, Sequoia Hall, 390 Serra Mall, Stanford University, Stanford, California 94305-4065, U.S.A.

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http://dx.doi.org/10.1093/biomet/asv019DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4787623PMC
June 2015

Bias correction in species distribution models: pooling survey and collection data for multiple species.

Methods Ecol Evol 2015 Apr 10;6(4):424-438. Epub 2014 Oct 10.

Centre for Ecosystem Science, University of New South Wales, Sydney 2052, NSW, Australia.

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http://dx.doi.org/10.1111/2041-210X.12242DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5102514PMC
April 2015

Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares.

J Mach Learn Res 2015 ;16:3367-3402

Databricks, 2030 Addison Street, Suite 610, Berkeley, CA 94704, USA.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6530939PMC
January 2015

Learning the Structure of Mixed Graphical Models.

J Comput Graph Stat 2015 Jan;24(1):230-253

Department of Statistics, Stanford University. ; An earlier version of this paper was published at AISTATS 2013. This version is significantly expanded with new experimental results, comparisons, and theoretical results.

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http://dx.doi.org/10.1080/10618600.2014.900500DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4465824PMC
January 2015

LOCAL CASE-CONTROL SAMPLING: EFFICIENT SUBSAMPLING IN IMBALANCED DATA SETS.

Ann Stat 2014 Oct;42(5):1693-1724

Department of Statistics, Stanford University, 390 Serra Mall, Stanford, California 94305-4065, USA.

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http://dx.doi.org/10.1214/14-AOS1220DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4258397PMC
October 2014

Assessing the significance of global and local correlations under spatial autocorrelation: a nonparametric approach.

Biometrics 2014 Jun 21;70(2):409-18. Epub 2014 Jan 21.

Department of Statistics, Stanford University, Stanford, California, 94305, U.S.A.

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http://dx.doi.org/10.1111/biom.12139DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4108159PMC
June 2014

Confidence Intervals for Random Forests: The Jackknife and the Infinitesimal Jackknife.

J Mach Learn Res 2014 Jan;15(1):1625-1651

Department of Statistics, Stanford University, Stanford, CA 94305, USA.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4286302PMC
January 2014

Finite-Sample Equivalence in Statistical Models for Presence-Only Data.

Ann Appl Stat 2013 Dec;7(4):1917-1939

Department of Statistics, Stanford University, 390 Serra Mall, Stanford, California 94305-4065, USA.

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http://dx.doi.org/10.1214/13-AOAS667DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4258396PMC
December 2013

Inference from presence-only data; the ongoing controversy.

Ecography (Cop.) 2013 Aug;36(8):864-867

Statistics Dept, Stanford Univ., CA 94305, USA.

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http://dx.doi.org/10.1111/j.1600-0587.2013.00321.xDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4258395PMC
August 2013

No increased mortality with early aortic aneurysm disease.

J Vasc Surg 2012 Nov 24;56(5):1246-51. Epub 2012 Jul 24.

Department of Surgery, Stanford University, Stanford, Calif, USA.

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http://dx.doi.org/10.1016/j.jvs.2012.04.023DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3478494PMC
November 2012

The graphical lasso: New insights and alternatives.

Electron J Stat 2012 Nov;6:2125-2149

Departments of Statistics and Health Research and Policy, Stanford University, Stanford, CA 94305.

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http://dx.doi.org/10.1214/12-EJS740DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4281944PMC
November 2012

Exact Covariance Thresholding into Connected Components for Large-Scale Graphical Lasso.

J Mach Learn Res 2012 Mar;13:781-794

Department of Statistics Stanford University Stanford, CA 94305.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4225650PMC
March 2012

A fused lasso latent feature model for analyzing multi-sample aCGH data.

Biostatistics 2011 Oct 3;12(4):776-91. Epub 2011 Jun 3.

Department of Biostatistics, Harvard University, Boston, MA 02115, USA.

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https://academic.oup.com/biostatistics/article-lookup/doi/10
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http://dx.doi.org/10.1093/biostatistics/kxr012DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3169672PMC
October 2011

Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent.

J Stat Softw 2011 Mar;39(5):1-13

Department of Statistics, Stanford University, 390 Serra Mall, Stanford CA, 94305, United States of America.

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http://dx.doi.org/10.18637/jss.v039.i05DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4824408PMC
March 2011

: Coordinate Descent With Nonconvex Penalties.

J Am Stat Assoc 2011 ;106(495):1125-1138

Professor, Departments of Statistics and Health, Research and Policy, Stanford University, Stanford, CA 94305.

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http://dx.doi.org/10.1198/jasa.2011.tm09738DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4286300PMC
January 2011

Cell type-specific gene expression differences in complex tissues.

Nat Methods 2010 Apr 7;7(4):287-9. Epub 2010 Mar 7.

Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA.

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http://www.nature.com/articles/nmeth.1439
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http://dx.doi.org/10.1038/nmeth.1439DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3699332PMC
April 2010

Spectral Regularization Algorithms for Learning Large Incomplete Matrices.

J Mach Learn Res 2010 Mar;11:2287-2322

Department of Statistics, Stanford University.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3087301PMC
March 2010

Network-based elucidation of human disease similarities reveals common functional modules enriched for pluripotent drug targets.

PLoS Comput Biol 2010 Feb 5;6(2):e1000662. Epub 2010 Feb 5.

Stanford Center for Biomedical Informatics Research, Stanford University, Stanford, California, USA.

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https://dx.plos.org/10.1371/journal.pcbi.1000662
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http://dx.doi.org/10.1371/journal.pcbi.1000662DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2816673PMC
February 2010

Regularization Paths for Generalized Linear Models via Coordinate Descent.

J Stat Softw 2010 ;33(1):1-22

Department of Statistics, Stanford University.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2929880PMC
January 2010

A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis.

Biostatistics 2009 Jul 17;10(3):515-34. Epub 2009 Apr 17.

Department of Statistics, Stanford University, Stanford, CA 94305, USA.

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http://dx.doi.org/10.1093/biostatistics/kxp008DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2697346PMC
July 2009

Presence-only data and the em algorithm.

Biometrics 2009 Jun;65(2):554-63

Department of Statistics, Stanford University, California 94305, USA.

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http://dx.doi.org/10.1111/j.1541-0420.2008.01116.xDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4821886PMC
June 2009

Genome-wide association analysis by lasso penalized logistic regression.

Bioinformatics 2009 Mar 28;25(6):714-21. Epub 2009 Jan 28.

Department of Epidemiology and Biostatistics, University of Maryland, College Park, MD 20742, USA.

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http://dx.doi.org/10.1093/bioinformatics/btp041DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2732298PMC
March 2009

NEW MULTICATEGORY BOOSTING ALGORITHMS BASED ON MULTICATEGORY FISHER-CONSISTENT LOSSES.

Ann Appl Stat 2008 Dec;2(4):1290-1306

Department of Statistics, Stanford University Stanford, California 94305 USA.

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http://dx.doi.org/10.1214/08-AOAS198DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4918057PMC
December 2008

Combining biological gene expression signatures in predicting outcome in breast cancer: An alternative to supervised classification.

Eur J Cancer 2008 Oct 18;44(15):2319-29. Epub 2008 Aug 18.

Division of Diagnostic Oncology, The Netherlands Cancer Institute/Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands.

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http://dx.doi.org/10.1016/j.ejca.2008.07.015DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3756930PMC
October 2008

Sparse inverse covariance estimation with the graphical lasso.

Biostatistics 2008 Jul 12;9(3):432-41. Epub 2007 Dec 12.

Department of Statistics, Stanford University, CA 94305, USA.

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http://dx.doi.org/10.1093/biostatistics/kxm045DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3019769PMC
July 2008

Radiation-induced gene expression in human subcutaneous fibroblasts is predictive of radiation-induced fibrosis.

Radiother Oncol 2008 Mar 25;86(3):314-20. Epub 2007 Oct 25.

Department of Genetics, Institute of Cancer Research, Rikshospitalet-Radiumhospitalet Medical Centre, Oslo, Norway.

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http://dx.doi.org/10.1016/j.radonc.2007.09.013DOI Listing
March 2008

Penalized logistic regression for detecting gene interactions.

Biostatistics 2008 Jan 11;9(1):30-50. Epub 2007 Apr 11.

Google Inc., 1600 Amphitheatre Parkway, Mountain View, CA 94043, USA.

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http://dx.doi.org/10.1093/biostatistics/kxm010DOI Listing
January 2008

Averaged gene expressions for regression.

Biostatistics 2007 Apr 11;8(2):212-27. Epub 2006 May 11.

Google Inc, Mountain View, CA 94043, USA.

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http://dx.doi.org/10.1093/biostatistics/kxl002DOI Listing
April 2007

Regularized linear discriminant analysis and its application in microarrays.

Biostatistics 2007 Jan 7;8(1):86-100. Epub 2006 Apr 7.

Department of Statistics, Stanford University, Stanford, CA 94305, USA.

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http://dx.doi.org/10.1093/biostatistics/kxj035DOI Listing
January 2007

Outlier sums for differential gene expression analysis.

Biostatistics 2007 Jan 15;8(1):2-8. Epub 2006 May 15.

Department of Health Research and Policy, Stanford University, Stanford, CA 94305, USA.

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http://dx.doi.org/10.1093/biostatistics/kxl005DOI Listing
January 2007

Does cancer risk affect health-related quality of life in patients with Barrett's esophagus?

Gastrointest Endosc 2007 Jan;65(1):16-25

Division of Gastroenterology and Hepatology, Stanford University, Stanford, California 94305-5202, USA.

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http://dx.doi.org/10.1016/j.gie.2006.05.018DOI Listing
January 2007

Microarray analysis of the transcriptional response to single or multiple doses of ionizing radiation in human subcutaneous fibroblasts.

Radiother Oncol 2005 Dec 17;77(3):231-40. Epub 2005 Nov 17.

Department of Genetics, Institute of Cancer Research, Faculty Division, The Norwegian Radium Hospital, University of Oslo, Norway.

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https://www.nature.com/articles/srep46714
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http://linkinghub.elsevier.com/retrieve/pii/S016781400500480
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http://dx.doi.org/10.1016/j.radonc.2005.09.020DOI Listing
December 2005

Patient-derived health state utilities for gastroesophageal reflux disease.

Am J Gastroenterol 2005 Mar;100(3):524-33

Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California, USA.

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http://dx.doi.org/10.1111/j.1572-0241.2005.40588.xDOI Listing
March 2005

Sample classification from protein mass spectrometry, by 'peak probability contrasts'.

Bioinformatics 2004 Nov 29;20(17):3034-44. Epub 2004 Jun 29.

Department of Health, Research and Policy, Stanford University, CA 94305, USA.

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http://dx.doi.org/10.1093/bioinformatics/bth357DOI Listing
November 2004

Efficient quadratic regularization for expression arrays.

Biostatistics 2004 Jul;5(3):329-40

Departments of Statistics, and Health Research & Policy, Stanford University, Sequoia Hall, CA 94305, USA.

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http://dx.doi.org/10.1093/biostatistics/5.3.329DOI Listing
July 2004

Classification of gene microarrays by penalized logistic regression.

Biostatistics 2004 Jul;5(3):427-43

Department of Statistics, University of Michigan, Ann Arbor, MI 48109, USA.

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http://dx.doi.org/10.1093/biostatistics/5.3.427DOI Listing
July 2004

Microelectrode recording revealing a somatotopic body map in the subthalamic nucleus in humans with Parkinson disease.

J Neurosurg 2004 Apr;100(4):611-8

Department of Neurosurgery, Neurology and Neurosciences, Stanford University Medical Center, Stanford, California 94305-5327, USA.

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http://dx.doi.org/10.3171/jns.2004.100.4.0611DOI Listing
April 2004

Mitral annular size predicts Alfieri stitch tension in mitral edge-to-edge repair.

J Heart Valve Dis 2004 Mar;13(2):165-73

Department of Cardiothoracic Surgery, Stanford University School of Medicine, Stanford, CA 94305-5247, USA.

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March 2004

Note on "Comparison of model selection for regression" by Vladimir Cherkassky and Yunqian Ma.

Neural Comput 2003 Jul;15(7):1477-80

Department of Statistics, Stanford University, Stanford, CA 94305, USA.

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http://dx.doi.org/10.1162/089976603321891765DOI Listing
July 2003

Ischemia in three left ventricular regions: Insights into the pathogenesis of acute ischemic mitral regurgitation.

J Thorac Cardiovasc Surg 2003 Mar;125(3):559-69

Department of Cardiovascular and Thoracic Surgery, Division of Cardiovascular Medicine, Stanford University School of Medicine, Calif 94305, USA.

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http://dx.doi.org/10.1067/mtc.2003.43DOI Listing
March 2003

Optimization and evaluation of T7 based RNA linear amplification protocols for cDNA microarray analysis.

BMC Genomics 2002 Oct 30;3(1):31. Epub 2002 Oct 30.

Department of Surgery, Medical School Lab-Surge Bldg P214, Stanford University, Stanford, CA 94305-5494, USA.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC137577PMC
http://dx.doi.org/10.1186/1471-2164-3-31DOI Listing
October 2002

Diagnosis of multiple cancer types by shrunken centroids of gene expression.

Proc Natl Acad Sci U S A 2002 May;99(10):6567-72

Department of Health, Research and Policy, and Statistics, Stanford University, Stanford, CA 94305, USA.

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http://www.pnas.org/cgi/doi/10.1073/pnas.082099299
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http://dx.doi.org/10.1073/pnas.082099299DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC124443PMC
May 2002