Tim Hesterberg graduated with a B.A in mathematics from St. Olaf College and received his Ph.D. in statistics from Stanford University.[1] He is a member of the National Institute of Statistical Sciences(NISS) and was previously on the NISS Board of Trustees. He is currently on the board of the Canadian Statistical Sciences Institute.[1] Hesterberg previously worked as a senior statistician at Google as well as at Franklin and Marshall College, Pacific Gas & Electric Co, and Insightful/MathSoft.[1] He is currently a senior statistician at Instacart.
Researchedit
Hesterberg has contributed to statistical research by writing a textbook, articles, and a software package:
A 2011 undergraduate student textbook titled Mathematical Statistics with Resampling and R.[2]
A 2015 article titled "What Teachers Should Know About the Bootstrap: Resampling in the Undergraduate Statistics Curriculum".[3]
A 2015 R (programming language) software package titled 'resample: Resampling Functions'.[4] It performs bootstraps, permutation tests, and other sampling refunctions, and is intended to be easy to use.[4]
Scientific articles including "Bootstrap",[5] "Least-Angle Regression and LASSO for Large Datasets",[6] and "Least Angle and L1 Penalized Regression: A Review".[7]
Referencesedit
^ abc"Tim Hesterberg". National Institute of Statistical Sciences. 2012-12-17. Retrieved 2021-11-04.
^"Mathematical Statistics with Resampling and R, 2nd Edition". Wiley. Retrieved 2021-11-04.
^Hesterberg, Tim C. (2015-10-02). "What Teachers Should Know About the Bootstrap: Resampling in the Undergraduate Statistics Curriculum". The American Statistician. 69 (4): 371–386. doi:10.1080/00031305.2015.1089789. ISSN 0003-1305. PMC4784504. PMID 27019512.
^ abHesterberg, Tim (2015-04-12), resample: Resampling Functions, retrieved 2021-11-04
^Hesterberg, Tim (2008-09-19), "Bootstrap", in D'Agostino, Ralph B.; Sullivan, Lisa; Massaro, Joseph (eds.), Wiley Encyclopedia of Clinical Trials, Hoboken, NJ: John Wiley & Sons, Inc., pp. eoct392, doi:10.1002/9780471462422.eoct392, ISBN978-0-471-46242-2, retrieved 2021-11-05
^Hesterberg, Tim; Choi, Nam Hee; Meier, Lukas; Fraley, Chris (2008-01-01). "Least angle and ℓ1 penalized regression: A review". Statistics Surveys. 2 (none). arXiv:0802.0964. doi:10.1214/08-SS035. ISSN 1935-7516. S2CID 13967045.
^Fraley, Chris; Hesterberg, Tim (March 2009). "Least Angle Regression and LASSO for Large Datasets". Statistical Analysis and Data Mining. 1 (4): 251–259. doi:10.1002/sam.10021. S2CID 14050406.
April 14, 2024
hesterberg, this, article, relies, excessively, references, primary, sources, please, improve, this, article, adding, secondary, tertiary, sources, find, sources, news, newspapers, books, scholar, jstor, december, 2021, learn, when, remove, this, template, mes. This article relies excessively on references to primary sources Please improve this article by adding secondary or tertiary sources Find sources Tim Hesterberg news newspapers books scholar JSTOR December 2021 Learn how and when to remove this template message Tim Hesterberg is an American statistician He is a Fellow of the American Statistical Association and currently works as a staff data scientist at Instacart Education and career editTim Hesterberg graduated with a B A in mathematics from St Olaf College and received his Ph D in statistics from Stanford University 1 He is a member of the National Institute of Statistical Sciences NISS and was previously on the NISS Board of Trustees He is currently on the board of the Canadian Statistical Sciences Institute 1 Hesterberg previously worked as a senior statistician at Google as well as at Franklin and Marshall College Pacific Gas amp Electric Co and Insightful MathSoft 1 He is currently a senior statistician at Instacart Research editHesterberg has contributed to statistical research by writing a textbook articles and a software package A 2011 undergraduate student textbook titled Mathematical Statistics with Resampling and R 2 A 2015 article titled What Teachers Should Know About the Bootstrap Resampling in the Undergraduate Statistics Curriculum 3 A 2015 R programming language software package titled resample Resampling Functions 4 It performs bootstraps permutation tests and other sampling refunctions and is intended to be easy to use 4 Scientific articles including Bootstrap 5 Least Angle Regression and LASSO for Large Datasets 6 and Least Angle and L1 Penalized Regression A Review 7 References edit a b c Tim Hesterberg National Institute of Statistical Sciences 2012 12 17 Retrieved 2021 11 04 Mathematical Statistics with Resampling and R 2nd Edition Wiley Retrieved 2021 11 04 Hesterberg Tim C 2015 10 02 What Teachers Should Know About the Bootstrap Resampling in the Undergraduate Statistics Curriculum The American Statistician 69 4 371 386 doi 10 1080 00031305 2015 1089789 ISSN 0003 1305 PMC 4784504 PMID 27019512 a b Hesterberg Tim 2015 04 12 resample Resampling Functions retrieved 2021 11 04 Hesterberg Tim 2008 09 19 Bootstrap in D Agostino Ralph B Sullivan Lisa Massaro Joseph eds Wiley Encyclopedia of Clinical Trials Hoboken NJ John Wiley amp Sons Inc pp eoct392 doi 10 1002 9780471462422 eoct392 ISBN 978 0 471 46242 2 retrieved 2021 11 05 Hesterberg Tim Choi Nam Hee Meier Lukas Fraley Chris 2008 01 01 Least angle and ℓ1 penalized regression A review Statistics Surveys 2 none arXiv 0802 0964 doi 10 1214 08 SS035 ISSN 1935 7516 S2CID 13967045 Fraley Chris Hesterberg Tim March 2009 Least Angle Regression and LASSO for Large Datasets Statistical Analysis and Data Mining 1 4 251 259 doi 10 1002 sam 10021 S2CID 14050406 Retrieved from https en wikipedia org w index php title Tim Hesterberg amp oldid 1193771447, wikipedia, wiki, book, books, library,
