Andreas Buja is a Swiss statistician and professor of statistics. He is the Liem Sioe Liong/First Pacific Company professor in the Statistics department of The Wharton School at the University of Pennsylvania in Philadelphia, United States.[1] Buja joined Center for Computational Mathematics (CCM) as a Senior Research Scientist in January 2020.[2]
Andreas Buja | |
|---|---|
| Born | |
| Alma mater | ETHZ |
| Scientific career | |
| Fields | |
| Thesis | (1980) |
| Doctoral advisor | |
| Doctoral students | Dianne Cook |
| Website | www-stat |
Life and education
editBuja was born in Switzerland. He graduated from the Swiss Federal Institute of Technology (ETHZ, Zurich) in 1980 with a PhD in Mathematics and Statistics, where his dissertation was supervised jointly by Frank Hampel, Peter J. Huber, and Hans Föllmer.[3]
Career and research
editBuja began working as research associate at ETH Zurich and Children's Hospital, until 1982. In 1982, Buja held his first academic position as an assistant professor at University of Washington, where he later became an associate professor in 1987. He also held positions in industry as a member of technical staff at Bell Communications Research and AT&T Bell Laboratories between 1994–1996 and 1996–Jan 2002, respectively. Then, he returned to academia as a professor at The Wharton School, University of Pennsylvania, where he was designated as the Liem Sioe Liong/First Pacific Company Professor in July 2003.[4]
Buja is a co-author of a data visualization system called XGobi, a predecessor of GGobi, for which Google provides more than 10,000 entries.[5] His research interests include data visualization, data mining, multivariate statistics, and nonparametric statistics. Results of his research have been discussed in multiple articles like : Science Daily,[6] Slate,[7] knowledge@wharton.[8]
Notable papers
editBuja has authored several publications. Of which the following papers have more than 500 citations:[9]
- “Linear Smoothers and the Additive Model,” Buja, A., Hastie, T., and Tibshirani, R., The Annals of Statistics, 17, 453–555 (1989).
- “Penalized Discriminant Analysis,” Hastie, T., Buja, A., and Tibshirani, R., The An- nals of Statistics, 23, 73–102 (1995).
- “Flexible Discriminant Analysis,” Hastie, T., Tibshirani, R., and Buja, A., Journal of the American Statistical Association, 89, 1255–1270 (1994).
- “Rare de novo and transmitted copy number variation in autistic spectrum disorders,” Levy, D., Ronemus, M., Yamrom, B., Lee, Y., Leotta, A., Kendall, J., Marks, S., Lakshmi, B., Ye, K., Buja, A., Yoon, S., Krieger, A., Troge, J., Rodgers, L., Iossifov, I., and Wigler M. Neuron, 70 (5) 886–897 (9 June 2011).
- “Remarks on Parallel Analysis,” Buja, A., and Eyuboglu, N., Multivariate Behavioral Research 27, 509–540 (1993).
Awards
edit- Infovis best paper award for the article “Graphical inference for infovis” by Wickham, H., Cook, D., Hofmann, H., and Buja, A. IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis’10)., 2010
- Journal of Marketing, finalist for the Harold H. Maynard Award and featured blog article of the October Issue, 2007
- Fellow, Institute of Mathematical Statistics, 2006
- IMS Medallion lecture, Joint Statistical Meetings, New York, 2002
- Fellow, American Statistical Association, 1994
- Award Medal for diploma thesis in mathematics, Swiss Federal Institute of Technology, 1975[10]
See also
editReferences
edit- ^ "Andreas Buja Upenn Profile". Archived from the original on 2020-06-09. Retrieved 2020-04-01.
- ^ "Andreas Buja CCM Profile". Archived from the original on 2020-10-25. Retrieved 2020-04-01.
- ^ "Andreas Buja Upenn Profile". Archived from the original on 2020-06-09. Retrieved 2020-04-01.
- ^ "Liem Sioe Liong/ First Pacific Co. Professor of Statistics:Dr. Buja". University of Pennsylvania Almanac. Archived from the original on 2024-04-20. Retrieved 2020-05-11.
- ^ Buja, Andreas; Cook, Dianne; Swayne, Deborah F. (March 1998). "XGobi: Interactive Dynamic Data Visualization in the X Window System". Journal of Computational and Graphical Statistics. 7 (1): 113–130.
- ^ "Autism genetics study calls attention to motor skills, general cognitive impairment". Cold Spring Harbor Laboratory. Archived from the original on 2 April 2019. Retrieved 7 February 2018.
- ^ Tam, Stephanie. "Pop Goes the Filter Bubble?". Slate. Archived from the original on 5 April 2018. Retrieved 4 April 2018.
- ^ "Different Worlds: Do Recommender Systems Fragment Consumers' Interests?". Knowledge@wharton. Archived from the original on 21 June 2016. Retrieved 31 August 2011.
- ^ "Andreas Buja Google Scholar profile". Archived from the original on 2021-07-20. Retrieved 2020-04-01.
- ^ "Andreas Buja Awards and Honors". Archived from the original on 2020-06-09. Retrieved 2020-04-01.