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.infobox-3cols-child{margin:auto}.mw-parser-output .infobox .navbar{font-size:100%}@media screen{html.skin-theme-clientpref-night .mw-parser-output .infobox-full-data:not(.notheme)>div:not(.notheme)[style]{background:#1f1f23!important;color:#f8f9fa}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .infobox-full-data:not(.notheme) div:not(.notheme){background:#1f1f23!important;color:#f8f9fa}}@media(min-width:640px){body.skin--responsive .mw-parser-output .infobox-table{display:table!important}body.skin--responsive .mw-parser-output .infobox-table>caption{display:table-caption!important}body.skin--responsive .mw-parser-output .infobox-table>tbody{display:table-row-group}body.skin--responsive .mw-parser-output .infobox-table tr{display:table-row!important}body.skin--responsive .mw-parser-output .infobox-table th,body.skin--responsive .mw-parser-output .infobox-table td{padding-left:inherit;padding-right:inherit}}</style><table class="infobox biography vcard"><tbody><tr><th colspan="2" class="infobox-above" style="font-size:125%;"><div class="fn">Trevor John Hastie</div></th></tr><tr><td colspan="2" class="infobox-image"><span typeof="mw:File"><a href="/wiki/File:TrevorHastiePic.jpg" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/9/9f/TrevorHastiePic.jpg/250px-TrevorHastiePic.jpg" decoding="async" width="180" height="232" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/9/9f/TrevorHastiePic.jpg/330px-TrevorHastiePic.jpg 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/9/9f/TrevorHastiePic.jpg/500px-TrevorHastiePic.jpg 2x" data-file-width="1645" data-file-height="2124" /></a></span></td></tr><tr><th scope="row" class="infobox-label">Born</th><td class="infobox-data"><span style="display:none"> (<span class="bday">1953-06-27</span>) </span>27 June 1953<span class="noprint ForceAgeToShow"> (age 71)</span><br /><div style="display:inline" class="birthplace"><a href="/wiki/Cape_Town,_South_Africa" class="mw-redirect" title="Cape Town, South Africa">Cape Town, South Africa</a></div></td></tr><tr><th scope="row" class="infobox-label">Nationality</th><td class="infobox-data category"><a href="/wiki/United_States" title="United States">American</a></td></tr><tr><th scope="row" class="infobox-label">Citizenship</th><td class="infobox-data category"><a href="/wiki/United_States" title="United States">American</a>, <a href="/wiki/South_Africa" title="South Africa">South African</a></td></tr><tr><th scope="row" class="infobox-label">Alma mater</th><td class="infobox-data"><a href="/wiki/Stanford_University" title="Stanford University">Stanford University</a><br /> <a href="/wiki/University_of_Cape_Town" title="University of Cape Town">University of Cape Town</a><br /> <a href="/wiki/Rhodes_University" title="Rhodes University">Rhodes University</a></td></tr><tr><th scope="row" class="infobox-label">Spouse</th><td class="infobox-data">Lynda Hastie</td></tr><tr><td colspan="2" class="infobox-full-data"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1257001546" /><b>Scientific career</b></td></tr><tr><th scope="row" class="infobox-label">Fields</th><td class="infobox-data category"><a href="/wiki/Statistical_learning" class="mw-redirect" title="Statistical learning">Statistical learning</a>, <a href="/wiki/Data_mining" title="Data mining">Data mining</a>, <a href="/wiki/Bioinformatics" title="Bioinformatics">bioinformatics</a></td></tr><tr><th scope="row" class="infobox-label">Institutions</th><td class="infobox-data"><a href="/wiki/Stanford_University" title="Stanford University">Stanford University</a><br /> <a href="/wiki/Bell_Labs" title="Bell Labs">AT&T Bell Laboratories</a></td></tr><tr><th scope="row" class="infobox-label"><a href="/wiki/Doctoral_advisor" title="Doctoral advisor">Doctoral advisor</a></th><td class="infobox-data">Werner Stuetzle</td></tr><tr><th scope="row" class="infobox-label">Doctoral students</th><td class="infobox-data"><a href="/wiki/Hui_Zou" title="Hui Zou">Hui Zou</a></td></tr><tr style="display:none"><td colspan="2"> </td></tr></tbody></table> <p><b>Trevor John Hastie</b> (born 27 June 1953) is an American statistician and computer scientist. He is currently serving as the <a href="/wiki/John_Overdeck" title="John Overdeck">John A. Overdeck</a> Professor of Mathematical Sciences and Professor of Statistics at <a href="/wiki/Stanford_University" title="Stanford University">Stanford University</a>.<sup id="cite_ref-stanford_1-0" class="reference"><a href="#cite_note-stanford-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup> Hastie is known for his contributions to applied statistics, especially in the field of <a href="/wiki/Machine_learning" title="Machine learning">machine learning</a>, <a href="/wiki/Data_mining" title="Data mining">data mining</a>, and <a href="/wiki/Bioinformatics" title="Bioinformatics">bioinformatics</a>. He has authored several popular books in statistical learning, including <i>The Elements of Statistical Learning: Data Mining, Inference, and Prediction</i>. Hastie has been listed as an ISI Highly Cited Author in Mathematics by the <a href="/wiki/ISI_Web_of_Knowledge" class="mw-redirect" title="ISI Web of Knowledge">ISI Web of Knowledge</a>. He also contributed to the development of <a href="/wiki/S_(programming_language)" title="S (programming language)">S</a>. </p> <meta property="mw:PageProp/toc" /> <div class="mw-heading mw-heading2"><h2 id="Education_and_career">Education and career</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Trevor_Hastie&action=edit&section=1" title="Edit section: Education and career"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Hastie was born on 27 June 1953 in <a href="/wiki/South_Africa" title="South Africa">South Africa</a>.<sup id="cite_ref-TJH_bio_2-0" class="reference"><a href="#cite_note-TJH_bio-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup> He received his B.S. in statistics from the <a href="/wiki/Rhodes_University" title="Rhodes University">Rhodes University</a> in 1976 and master's degree from <a href="/wiki/University_of_Cape_Town" title="University of Cape Town">University of Cape Town</a> in 1979. Hastie joined the doctoral program at <a href="/wiki/Stanford_University" title="Stanford University">Stanford University</a> in 1980 and received his Ph.D. in 1984 under the supervision of Werner Stuetzle. His dissertation was "Principal Curves and Surfaces".<sup id="cite_ref-TJH_bio_2-1" class="reference"><a href="#cite_note-TJH_bio-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup> </p><p>Hastie began his professional career in 1977 with the <a href="/wiki/South_African_Medical_Research_Council" title="South African Medical Research Council">South African Medical Research Council</a>. After receiving his master's degree in 1979, he spent a year interning at the <a href="/wiki/London_School_of_Hygiene_%26_Tropical_Medicine" title="London School of Hygiene & Tropical Medicine">London School of Hygiene & Tropical Medicine</a>, the <a href="/wiki/Lyndon_B._Johnson_Space_Center" class="mw-redirect" title="Lyndon B. Johnson Space Center">Johnson Space Center</a> in Houston, and the Biomath department at <a href="/wiki/Oxford_University" class="mw-redirect" title="Oxford University">Oxford University</a>. After receiving his doctoral degree from Stanford, Hastie returned to South Africa to work with his former employer South African Medical Research Council. He returned to United States in 1986 and joined the <a href="/wiki/Bell_Labs" title="Bell Labs">AT&T Bell Laboratories</a> in <a href="/wiki/Murray_Hill,_New_Jersey" title="Murray Hill, New Jersey">Murray Hill</a>, <a href="/wiki/New_Jersey" title="New Jersey">New Jersey</a> and remained there for nine years. Working with <a href="/wiki/John_Chambers_(statistician)" title="John Chambers (statistician)">John Chambers</a>, he co-directed the development of the <a href="/wiki/S_programming_language" class="mw-redirect" title="S programming language">S programming language</a>.<sup id="cite_ref-3" class="reference"><a href="#cite_note-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup> He joined Stanford University in 1994 as Associate Professor in Statistics and Biostatistics. He was promoted to full Professor in 1999. During the period 2006–2009, he was the chair of the Department of Statistics at Stanford University. In 2013 he was named the John A. Overdeck Professor of Mathematical Sciences. </p> <div class="mw-heading mw-heading2"><h2 id="Awards_and_honors">Awards and honors</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Trevor_Hastie&action=edit&section=2" title="Edit section: Awards and honors"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Hastie is a Fellow of the <a href="/wiki/Royal_Statistical_Society" title="Royal Statistical Society">Royal Statistical Society</a> since 1979. He is also an elected Fellow of several professional and scholarly societies, including the <a href="/wiki/Institute_of_Mathematical_Statistics" title="Institute of Mathematical Statistics">Institute of Mathematical Statistics</a>,<sup id="cite_ref-4" class="reference"><a href="#cite_note-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup> the <a href="/wiki/American_Statistical_Association" title="American Statistical Association">American Statistical Association</a>,<sup id="cite_ref-5" class="reference"><a href="#cite_note-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup> and the South African Statistical Society. He is a recipient of 'Myrto Lefkopolou Distinguished Lectureship' award of Biostatistics Department at the <a href="/wiki/Harvard_School_of_Public_Health" class="mw-redirect" title="Harvard School of Public Health">Harvard School of Public Health</a>.<sup id="cite_ref-6" class="reference"><a href="#cite_note-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup> In 2018, he was elected a member of the <a href="/wiki/National_Academy_of_Sciences" title="National Academy of Sciences">National Academy of Sciences</a>. In 2019 Hastie became a foreign member of the <a href="/wiki/Royal_Netherlands_Academy_of_Arts_and_Sciences" title="Royal Netherlands Academy of Arts and Sciences">Royal Netherlands Academy of Arts and Sciences</a>.<sup id="cite_ref-7" class="reference"><a href="#cite_note-7"><span class="cite-bracket">[</span>7<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading2"><h2 id="Publications">Publications</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Trevor_Hastie&action=edit&section=3" title="Edit section: Publications"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Hastie is a prolific author of scientific works on various topics in applied statistics, including <a href="/wiki/Statistical_learning" class="mw-redirect" title="Statistical learning">statistical learning</a>, <a href="/wiki/Data_mining" title="Data mining">data mining</a>, <a href="/wiki/Computational_statistics" title="Computational statistics">statistical computing</a>, and <a href="/wiki/Bioinformatics" title="Bioinformatics">bioinformatics</a>. He along with his collaborators has authored about 125 scientific articles. Many of Hastie's scientific articles were coauthored by his longtime collaborator, <a href="/wiki/Robert_Tibshirani" title="Robert Tibshirani">Robert Tibshirani</a>. Hastie has been listed as an ISI Highly Cited Author in Mathematics by the <a href="/wiki/ISI_Web_of_Knowledge" class="mw-redirect" title="ISI Web of Knowledge">ISI Web of Knowledge</a>.<sup id="cite_ref-thomson_reuters_8-0" class="reference"><a href="#cite_note-thomson_reuters-8"><span class="cite-bracket">[</span>8<span class="cite-bracket">]</span></a></sup> He has coauthored the following books: </p> <ul><li>T. Hastie and R. Tibshirani, <i>Generalized Additive Models</i>, Chapman and Hall, 1990.</li> <li>J. Chambers and T. Hastie, <i>Statistical Models in S</i>, Wadsworth/Brooks Cole, 1991.</li> <li>T. Hastie, R. Tibshirani, and J. Friedman, <i>The Elements of Statistical Learning: Prediction, Inference and Data Mining</i>, Second Edition, Springer Verlag, 2009 <sup id="cite_ref-ElementsStatLearn_9-0" class="reference"><a href="#cite_note-ElementsStatLearn-9"><span class="cite-bracket">[</span>9<span class="cite-bracket">]</span></a></sup> (available for free from the author's website).</li> <li>G. James, D. Witten, T. Hastie, R. Tibshirani, <i>An Introduction to Statistical Learning with Applications in R</i>, Springer Verlag, 2013 <sup id="cite_ref-IntroStatLearn_10-0" class="reference"><a href="#cite_note-IntroStatLearn-10"><span class="cite-bracket">[</span>10<span class="cite-bracket">]</span></a></sup> (available for free from the co-author's website).</li> <li>T. Hastie, R. Tibshirani, M. Wainwright, <i>Statistical Learning with Sparsity: the Lasso and Generalizations</i>, CRC Press, 2015 <sup id="cite_ref-StatLearnSparsity_11-0" class="reference"><a href="#cite_note-StatLearnSparsity-11"><span class="cite-bracket">[</span>11<span class="cite-bracket">]</span></a></sup> (available for free from the author's website).</li> <li><style data-mw-deduplicate="TemplateStyles:r1238218222">.mw-parser-output cite.citation{font-style:inherit;word-wrap:break-word}.mw-parser-output .citation q{quotes:"\"""\"""'""'"}.mw-parser-output .citation:target{background-color:rgba(0,127,255,0.133)}.mw-parser-output .id-lock-free.id-lock-free a{background:url("//upload.wikimedia.org/wikipedia/commons/6/65/Lock-green.svg")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-limited.id-lock-limited a,.mw-parser-output .id-lock-registration.id-lock-registration a{background:url("//upload.wikimedia.org/wikipedia/commons/d/d6/Lock-gray-alt-2.svg")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-subscription.id-lock-subscription a{background:url("//upload.wikimedia.org/wikipedia/commons/a/aa/Lock-red-alt-2.svg")right 0.1em center/9px no-repeat}.mw-parser-output .cs1-ws-icon a{background:url("//upload.wikimedia.org/wikipedia/commons/4/4c/Wikisource-logo.svg")right 0.1em center/12px no-repeat}body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-free a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-limited a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-registration a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-subscription a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .cs1-ws-icon a{background-size:contain;padding:0 1em 0 0}.mw-parser-output .cs1-code{color:inherit;background:inherit;border:none;padding:inherit}.mw-parser-output .cs1-hidden-error{display:none;color:var(--color-error,#d33)}.mw-parser-output .cs1-visible-error{color:var(--color-error,#d33)}.mw-parser-output .cs1-maint{display:none;color:#085;margin-left:0.3em}.mw-parser-output .cs1-kern-left{padding-left:0.2em}.mw-parser-output .cs1-kern-right{padding-right:0.2em}.mw-parser-output .citation .mw-selflink{font-weight:inherit}@media screen{.mw-parser-output .cs1-format{font-size:95%}html.skin-theme-clientpref-night .mw-parser-output .cs1-maint{color:#18911f}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .cs1-maint{color:#18911f}}</style><cite id="CITEREFBradley_EfronTrevor_Hastie2016" class="citation book cs1">Bradley Efron; <a class="mw-selflink selflink">Trevor Hastie</a> (2016). <a rel="nofollow" class="external text" href="https://web.stanford.edu/~hastie/CASI/"><i>Computer Age Statistical Inference</i></a>. Cambridge University Press. <a href="/wiki/ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a> <a href="/wiki/Special:BookSources/9781107149892" title="Special:BookSources/9781107149892"><bdi>9781107149892</bdi></a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=book&rft.btitle=Computer+Age+Statistical+Inference&rft.pub=Cambridge+University+Press&rft.date=2016&rft.isbn=9781107149892&rft.au=Bradley+Efron&rft.au=Trevor+Hastie&rft_id=https%3A%2F%2Fweb.stanford.edu%2F~hastie%2FCASI%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3ATrevor+Hastie" class="Z3988"></span></li></ul> <div class="mw-heading mw-heading2"><h2 id="References">References</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Trevor_Hastie&action=edit&section=4" title="Edit section: References"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <style data-mw-deduplicate="TemplateStyles:r1239543626">.mw-parser-output .reflist{margin-bottom:0.5em;list-style-type:decimal}@media screen{.mw-parser-output .reflist{font-size:90%}}.mw-parser-output .reflist .references{font-size:100%;margin-bottom:0;list-style-type:inherit}.mw-parser-output .reflist-columns-2{column-width:30em}.mw-parser-output .reflist-columns-3{column-width:25em}.mw-parser-output .reflist-columns{margin-top:0.3em}.mw-parser-output .reflist-columns ol{margin-top:0}.mw-parser-output .reflist-columns li{page-break-inside:avoid;break-inside:avoid-column}.mw-parser-output .reflist-upper-alpha{list-style-type:upper-alpha}.mw-parser-output .reflist-upper-roman{list-style-type:upper-roman}.mw-parser-output .reflist-lower-alpha{list-style-type:lower-alpha}.mw-parser-output .reflist-lower-greek{list-style-type:lower-greek}.mw-parser-output .reflist-lower-roman{list-style-type:lower-roman}</style><div class="reflist"> <div class="mw-references-wrap mw-references-columns"><ol class="references"> <li id="cite_note-stanford-1"><span class="mw-cite-backlink"><b><a href="#cite_ref-stanford_1-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite class="citation web cs1"><a rel="nofollow" class="external text" href="http://www-stat.stanford.edu/people/faculty/hastie/index.html">"Trevor J. Hastie, Department of Statistics"</a>. Stanford University<span class="reference-accessdate">. Retrieved <span class="nowrap">8 April</span> 2012</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Trevor+J.+Hastie%2C+Department+of+Statistics&rft.pub=Stanford+University&rft_id=http%3A%2F%2Fwww-stat.stanford.edu%2Fpeople%2Ffaculty%2Fhastie%2Findex.html&rfr_id=info%3Asid%2Fen.wikipedia.org%3ATrevor+Hastie" class="Z3988"></span></span> </li> <li id="cite_note-TJH_bio-2"><span class="mw-cite-backlink">^ <a href="#cite_ref-TJH_bio_2-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-TJH_bio_2-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://hastie.su.domains/docs/resume.pdf">"Trevor John Hastie"</a> <span class="cs1-format">(PDF)</span><span class="reference-accessdate">. Retrieved <span class="nowrap">8 April</span> 2012</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Trevor+John+Hastie&rft_id=https%3A%2F%2Fhastie.su.domains%2Fdocs%2Fresume.pdf&rfr_id=info%3Asid%2Fen.wikipedia.org%3ATrevor+Hastie" class="Z3988"></span></span> </li> <li id="cite_note-3"><span class="mw-cite-backlink"><b><a href="#cite_ref-3">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite id="CITEREFBerryJohnstonJr2014" class="citation book cs1">Berry, Kenneth J.; Johnston, Janis E.; Jr, Paul W. Mielke (2014-04-11). <a rel="nofollow" class="external text" href="https://books.google.com/books?id=BX3BBAAAQBAJ&dq=trevor+hastie+s+language&pg=PA207"><i>A Chronicle of Permutation Statistical Methods: 1920–2000, and Beyond</i></a>. Springer Science & Business Media. p. 207. <a href="/wiki/ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a> <a href="/wiki/Special:BookSources/978-3-319-02744-9" title="Special:BookSources/978-3-319-02744-9"><bdi>978-3-319-02744-9</bdi></a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=book&rft.btitle=A+Chronicle+of+Permutation+Statistical+Methods%3A+1920%E2%80%932000%2C+and+Beyond&rft.pages=207&rft.pub=Springer+Science+%26+Business+Media&rft.date=2014-04-11&rft.isbn=978-3-319-02744-9&rft.aulast=Berry&rft.aufirst=Kenneth+J.&rft.au=Johnston%2C+Janis+E.&rft.au=Jr%2C+Paul+W.+Mielke&rft_id=https%3A%2F%2Fbooks.google.com%2Fbooks%3Fid%3DBX3BBAAAQBAJ%26dq%3Dtrevor%2Bhastie%2Bs%2Blanguage%26pg%3DPA207&rfr_id=info%3Asid%2Fen.wikipedia.org%3ATrevor+Hastie" class="Z3988"></span></span> </li> <li id="cite_note-4"><span class="mw-cite-backlink"><b><a href="#cite_ref-4">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://web.archive.org/web/20161019175343/http://imstat.org/awards/honored_fellows.htm">"Honored IMS Fellows"</a>. Institute of Mathematical Statistics. Archived from <a rel="nofollow" class="external text" href="http://imstat.org/awards/honored_fellows.htm">the original</a> on 19 October 2016<span class="reference-accessdate">. Retrieved <span class="nowrap">8 April</span> 2012</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Honored+IMS+Fellows&rft.pub=Institute+of+Mathematical+Statistics&rft_id=http%3A%2F%2Fimstat.org%2Fawards%2Fhonored_fellows.htm&rfr_id=info%3Asid%2Fen.wikipedia.org%3ATrevor+Hastie" class="Z3988"></span></span> </li> <li id="cite_note-5"><span class="mw-cite-backlink"><b><a href="#cite_ref-5">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://web.archive.org/web/20160616161612/https://www.amstat.org/awards/fellowslist.cfm">"Fellows of the ASA"</a>. American Statistical Association. Archived from <a rel="nofollow" class="external text" href="http://www.amstat.org/awards/fellowslist.cfm">the original</a> on 16 June 2016<span class="reference-accessdate">. Retrieved <span class="nowrap">8 April</span> 2012</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Fellows+of+the+ASA&rft.pub=American+Statistical+Association&rft_id=http%3A%2F%2Fwww.amstat.org%2Fawards%2Ffellowslist.cfm&rfr_id=info%3Asid%2Fen.wikipedia.org%3ATrevor+Hastie" class="Z3988"></span></span> </li> <li id="cite_note-6"><span class="mw-cite-backlink"><b><a href="#cite_ref-6">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite class="citation web cs1"><a rel="nofollow" class="external text" href="http://biosun1.harvard.edu/events/awards/myrto/">"Myrto Lefkopoulou Distinguished Lecturership"</a>. Department of Biostatistics, Harvard School of Public Health<span class="reference-accessdate">. Retrieved <span class="nowrap">8 April</span> 2012</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Myrto+Lefkopoulou+Distinguished+Lecturership&rft.pub=Department+of+Biostatistics%2C+Harvard+School+of+Public+Health&rft_id=http%3A%2F%2Fbiosun1.harvard.edu%2Fevents%2Fawards%2Fmyrto%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3ATrevor+Hastie" class="Z3988"></span></span> </li> <li id="cite_note-7"><span class="mw-cite-backlink"><b><a href="#cite_ref-7">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite class="citation web cs1"><a rel="nofollow" class="external text" href="https://web.archive.org/web/20200411184846/https://www.knaw.nl/en/members/foreign-members/16268">"Trevor Hastie"</a>. Royal Netherlands Academy of Arts and Sciences. Archived from <a rel="nofollow" class="external text" href="https://www.knaw.nl/en/members/foreign-members/16268">the original</a> on 11 April 2020.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Trevor+Hastie&rft.pub=Royal+Netherlands+Academy+of+Arts+and+Sciences&rft_id=https%3A%2F%2Fwww.knaw.nl%2Fen%2Fmembers%2Fforeign-members%2F16268&rfr_id=info%3Asid%2Fen.wikipedia.org%3ATrevor+Hastie" class="Z3988"></span></span> </li> <li id="cite_note-thomson_reuters-8"><span class="mw-cite-backlink"><b><a href="#cite_ref-thomson_reuters_8-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite class="citation web cs1"><a rel="nofollow" class="external text" href="http://researchanalytics.thomsonreuters.com/highlycited/names/h/">"H – Research Analytics"</a>. <a href="/wiki/Thomson_Reuters" title="Thomson Reuters">Thomson Reuters</a><span class="reference-accessdate">. Retrieved <span class="nowrap">8 April</span> 2012</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=H+%E2%80%93+Research+Analytics&rft.pub=Thomson+Reuters&rft_id=http%3A%2F%2Fresearchanalytics.thomsonreuters.com%2Fhighlycited%2Fnames%2Fh%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3ATrevor+Hastie" class="Z3988"></span></span> </li> <li id="cite_note-ElementsStatLearn-9"><span class="mw-cite-backlink"><b><a href="#cite_ref-ElementsStatLearn_9-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite id="CITEREFHastie,_TrevorTibshirani,_RobertFriedman,_Jerome_H." class="citation web cs1"><a class="mw-selflink selflink">Hastie, Trevor</a>; <a href="/wiki/Robert_Tibshirani" title="Robert Tibshirani">Tibshirani, Robert</a>; <a href="/wiki/Jerome_H._Friedman" title="Jerome H. Friedman">Friedman, Jerome H.</a> <a rel="nofollow" class="external text" href="https://web.archive.org/web/20091110212529/http://www-stat.stanford.edu/~tibs/ElemStatLearn/">"The Elements of Statistical Learning"</a>. Archived from <a rel="nofollow" class="external text" href="http://www-stat.stanford.edu/~tibs/ElemStatLearn/">the original</a> on 10 November 2009<span class="reference-accessdate">. Retrieved <span class="nowrap">15 June</span> 2012</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=The+Elements+of+Statistical+Learning&rft.au=Hastie%2C+Trevor&rft.au=Tibshirani%2C+Robert&rft.au=Friedman%2C+Jerome+H.&rft_id=http%3A%2F%2Fwww-stat.stanford.edu%2F~tibs%2FElemStatLearn%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3ATrevor+Hastie" class="Z3988"></span></span> </li> <li id="cite_note-IntroStatLearn-10"><span class="mw-cite-backlink"><b><a href="#cite_ref-IntroStatLearn_10-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite id="CITEREFJames,_GarethWitten,_DanielaHastie,_TrevorTibshirani,_Robert" class="citation web cs1">James, Gareth; Witten, Daniela; <a class="mw-selflink selflink">Hastie, Trevor</a>; <a href="/wiki/Robert_Tibshirani" title="Robert Tibshirani">Tibshirani, Robert</a>. <a rel="nofollow" class="external text" href="https://web.archive.org/web/20190623150237/http://www-bcf.usc.edu/~gareth/ISL/">"An Introduction to Statistical Learning with Applications in R"</a>. Archived from <a rel="nofollow" class="external text" href="http://www-bcf.usc.edu/~gareth/ISL/">the original</a> on 23 June 2019<span class="reference-accessdate">. Retrieved <span class="nowrap">3 July</span> 2016</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=An+Introduction+to+Statistical+Learning+with+Applications+in+R&rft.au=James%2C+Gareth&rft.au=Witten%2C+Daniela&rft.au=Hastie%2C+Trevor&rft.au=Tibshirani%2C+Robert&rft_id=http%3A%2F%2Fwww-bcf.usc.edu%2F~gareth%2FISL%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3ATrevor+Hastie" class="Z3988"></span></span> </li> <li id="cite_note-StatLearnSparsity-11"><span class="mw-cite-backlink"><b><a href="#cite_ref-StatLearnSparsity_11-0">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222" /><cite id="CITEREFHastie,_TrevorTibshirani,_RobertWainwright,_Martin" class="citation web cs1"><a class="mw-selflink selflink">Hastie, Trevor</a>; <a href="/wiki/Robert_Tibshirani" title="Robert Tibshirani">Tibshirani, Robert</a>; Wainwright, Martin. <a rel="nofollow" class="external text" href="https://web.stanford.edu/~hastie/StatLearnSparsity/">"Statistical Learning with Sparsity: the Lasso and Generalizations"</a><span class="reference-accessdate">. Retrieved <span class="nowrap">3 July</span> 2016</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=unknown&rft.btitle=Statistical+Learning+with+Sparsity%3A+the+Lasso+and+Generalizations&rft.au=Hastie%2C+Trevor&rft.au=Tibshirani%2C+Robert&rft.au=Wainwright%2C+Martin&rft_id=https%3A%2F%2Fweb.stanford.edu%2F~hastie%2FStatLearnSparsity%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3ATrevor+Hastie" class="Z3988"></span></span> </li> </ol></div></div> <div class="mw-heading mw-heading2"><h2 id="External_links">External links</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Trevor_Hastie&action=edit&section=5" title="Edit section: External links"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <ul><li><span class="noviewer" typeof="mw:File"><a href="/wiki/File:Commons-logo.svg" class="mw-file-description"><img alt="" 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