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Statistical Data Fusion: new book by Kedem, De Oliveira, Sverchkov


Statistical Data Fusion; a new book for graduate students, researchers, practitioners of statistics, engineers, scientists; has just been published by World Scientific. The book is co-written by ISR-affiliated Professor Benjamin Kedem (Math); his former student Victor De Oliveira (Math Ph.D. 1997), a professor at the University of Texas at San Antonio; and Michael Sverchkov of the U.S. Department of Labor Bureau of Labor Statistics’ Mathematical Statistics Research Center.

Because the world is awash with data obtained from numerous and varied processes, there is a need for appropriate statistical methods, which in general produce improved inference by taking as input the information from many sources. This new book comes up with estimates or decisions based on multiple data sources as opposed to more narrowly defined estimates or decisions based on single data sources. It contains numerous examples useful to those working in genomics, sensors (radars), small area estimation of body mass, estimation of small tail probabilities, and predictive distributions in time series analysis.

Contents include:
A Reference Distribution and its Many Distortions
Inference for Weighted Systems of Distributions
Multivariate Extension
Some Asymptotic Results
Out of Sample Fusion
Bayesian Inference for Weighted Systems of Distributions
Small Area Estimation

The ISBN number is 978-981-3200-18-0.

Related Articles:
Kedem, De Oliveira win Canadian Journal of Statistics Award
Alumnus Domenic Forte is PECASE recipient
Alumna Aisha Al-Obaid to join Kuwait University faculty
Alum Ahmed Arafa to join UNC Charlotte faculty this fall
Ayan Mallik to join Arizona State University faculty
Alum Domenic Forte receives $1M ECASE-Army cybersecurity award
ISR alum Craig Lawrence joins ARLIS
Alum Nima Ghalichechian receives NSF CAREER Award
Alum Chao Wu wins public office in Howard County
Alum Nikolaos Sidiropoulos named Louis T. Rader Professor at UVA

January 20, 2017


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