Galit Shmueli is a data scientist who works in Taiwan as Tsing Hua Distinguished Professor at the Institute of Service Science, National Tsing Hua University. She is the author of many textbooks in business statistics and is known for her work on information quality, and on clarifying the difference between explanations and predictions in statistical analyses.
Galit Shmueli | |
|---|---|
| Alma mater | University of Haifa, Technion – Israel Institute of Technology |
| Known for | Information quality, distinction between explanation and prediction in statistical analyses |
| Awards | Fellow of the Institute of Mathematical Statistics, Elected Member of the International Statistical Institute |
| Scientific career | |
| Fields | Data science, statistics |
| Institutions | National Tsing Hua University |
Education and career
editAfter first-year studies at the Hebrew University of Jerusalem, Shmueli graduated summa cum laude from the University of Haifa in 1994, with a bachelor's degree in statistics and psychology. She then moved to the Technion – Israel Institute of Technology for graduate study in the statistics program of the faculty of industrial engineering and management, earning a master's degree in 1997 and completing her Ph.D. in 2000.[1] Her dissertation, Run-Related Distributions and their Application to Industrial Statistics, was jointly supervised by Ayala Cohen and Paul D. Feigin.[2]
After a visiting assistant professorship at Carnegie Mellon University, she became an assistant professor of statistics in the department of decision, operation, and information technologies in the Robert H. Smith School of Business at the University of Maryland, College Park in 2002, where she was tenured in 2007. After a sabbatical in Bhutan she became Professor in Residence and Co-Director of Rigsum Research Lab at the Rigsum Institute of IT & Management in Bhutan from 2010 to 2014. She joined the Indian School of Business in Hyderabad as SRITNE Chaired Professor of Data Analytics in 2011, and she co-directed the Srini Raju Centre for IT and the Networked Economy there from 2012 to 2013. She moved again to National Tsing Hua University as Tsing Hua Distinguished Professor in 2014. At National Tsing Hua University she was Director of the Center for Service Innovation & Analytics at the university's College of Technology Management from 2014 to 2020. Since 2020, she has directed the Institute of Service Science at National Tsing Hua University.[1]
In 2020 she became the founding editor-in-chief of the INFORMS Journal on Data Science.[1][3]
Books
editShmueli's books include:
- Data Mining for Business Intelligence: Concepts, Techniques, and Applications (with N. R. Patel and P. Bruce, Wiley, 2006; various later editions)[4]
- Statistical Methods in eCommerce Research (with W. Jank, Wiley, 2008)[5]
- Modeling Online Auctions (with W. Jank, Wiley, 2010)[6]
- Getting Started with Business Analytics: Insightful Decision-Making (with D. R. Hardoon, Chapman & Hall / CRC, 2013)
- Information Quality: The Potential of Data and Analytics to Generate Knowledge (with R. S. Kenett, Wiley, 2017)[7]
Recognition
editShmueli was named a Fellow of the Institute of Mathematical Statistics "for extraordinary contributions to statistical methods for biosurveillance, online commerce, and information quality, and for outstanding dissemination of statistical ideas through journal and textbook publications".[8] She is also an Elected Member of the International Statistical Institute.[9]
References
edit- ^ a b c Curriculum vitae, retrieved 2023-07-24
- ^ Galit Shmueli at the Mathematics Genealogy Project
- ^ "Galit Shmueli selected as inaugural editor of INFORMS Journal on Data Science", OR/MS Today, 13 May 2020, doi:10.1287/orms.2020.03.10n, S2CID 242484821
- ^ Reviews of Data Mining for Business Intelligence:
- Hand, David J. (August 2007), International Statistical Review, 75 (2): 256, doi:10.1111/j.1751-5823.2007.00015_9.x, JSTOR 41508472
{{citation}}: CS1 maint: untitled periodical (link) - Marzjarani, Morteza (November 2011), The American Statistician, 65 (4): 297, JSTOR 23339582
{{citation}}: CS1 maint: untitled periodical (link) - Kumar, Naveen (January 2012), Journal of Quality Technology, 44 (1): 81–83, doi:10.1080/00224065.2012.11917885, S2CID 126094487
{{citation}}: CS1 maint: untitled periodical (link) - Merh, Nitin (March 2013), "Information management", Vision: The Journal of Business Perspective, 17 (1): 100–102, doi:10.1177/0972262912469709, S2CID 220718972
- Hand, David J. (August 2007), International Statistical Review, 75 (2): 256, doi:10.1111/j.1751-5823.2007.00015_9.x, JSTOR 41508472
- ^ Review of Statistical Methods in eCommerce Research:
- ^ Reviews of Modeling Online Auctions:
- Mareš, Milan, zbMATH, Zbl 1198.91007
{{citation}}: CS1 maint: untitled periodical (link) - Shanmugam, Ramalingam (July 2013), "Books for statisticians working in business, finance and insurance", Journal of Statistical Computation and Simulation, 83 (7): 1385–1386, doi:10.1080/00949655.2012.654636, S2CID 123639446
- Mareš, Milan, zbMATH, Zbl 1198.91007
- ^ Review of Information Quality:
- ^ Congratulations to the 2020 IMS Fellows!, Institute of Mathematical Statistics, 17 May 2020, retrieved 2020-07-04
- ^ Individual members, International Statistical Institute, archived from the original on 2017-07-29, retrieved 2020-08-11
External links
edit- Home page
- Galit Shmueli publications indexed by Google Scholar