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 edit
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.
Research edit
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]
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 & 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.