Sudipto Banerjee

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Sudipto Banerjee
Sudipto Banerjee 2015.jpg
Sudipto Banerjee 2015
Born (1972-10-23) October 23, 1972 (age 48)
NationalityUnited States
Alma materPresidency College, Kolkata, India; Indian Statistical Institute, Kolkata; University of Connecticut, Storrs
Known forBayesian hierarchical modeling, Gaussian process, spatial data analysis, Wombling
AwardsMortimer Spiegelman Award, ASA Outstanding Statistical Application Award, George W. Snedecor Award
Scientific career
FieldsStatistics
InstitutionsUniversity of California, Los Angeles, University of Minnesota, Twin Cities
ThesisMultivariate Spatial Modelling in a Bayesian Setting
Doctoral advisorAlan E. Gelfand

Sudipto Banerjee (born October 23, 1972) is an Indian-American statistician best known for his work on Bayesian hierarchical modeling and inference for spatial data analysis. He is currently Professor and Chair of the Department of Biostatistics in the School of Public Health at the University of California, Los Angeles (UCLA).

Early life and education[]

Banerjee was born in Kolkata, India in October 1972. Banerjee attended Presidency College, Kolkata for his undergraduate studies, and the Indian Statistical Institute, graduating with an M.STAT in 1996. Subsequently, he moved to the United States and obtained an MS and PhD in Statistics from the University of Connecticut in 2000,[1] where he was introduced to Bayesian statistics and hierarchical modeling by Alan Enoch Gelfand[1] who had been instrumental in the development of the Gibbs sampler and Markov chain Monte Carlo algorithms in Bayesian statistics.

Career[]

Banerjee joined the University of Minnesota, Twin Cities in 2000 as an Assistant Professor of Biostatistics and was associated with the School of Public Health for 14 years. There he worked on a number of problems and wrote numerous articles on spatial statistics, developing theory and methods related to Bayesian modeling and inference for geographic data with wide-ranging applications in public and environmental health sciences, ecology, forestry, real estate economics and agronomy. In 2014, Banerjee joined the Department of Biostatistics in the School of Public Health at UCLA as Professor and Chair of Biostatistics.[2]

Awards and honors[]

Banerjee has received many honors, including the Abdel El-Shaarawi Award from The International Environmetric Society (TIES), the Mortimer Spiegelman Award from the American Public Health Association and the George W. Snedecor Award from the Committee of Presidents of Statistical Societies (COPSS), elected membership of the International Statistical Institute, elected fellowships in the Institute of Mathematical Statistics (IMS), the American Statistical Association (ASA), and the International Society for Bayesian Analysis, a Distinguished Achievement Medal from the ASA's Section on Statistics and the Environment, and the ASA's Outstanding Statistical Application Award.[2] In 2020, Banerjee was named a Fellow of the American Association for the Advancement of Science (AAAS).[3]

Selected works[]

  • Banerjee, Sudipto; Carlin, Bradley P.; Gelfand, Alan E. (2014), Hierarchical Modeling and Analysis for Spatial Data, Second Edition, Monographs on Statistics and Applied Probability (2nd ed.), Chapman and Hall/CRC, ISBN 9781439819173
  • Banerjee, Sudipto; Roy, Anindya (2014), Linear Algebra and Matrix Analysis for Statistics, Texts in Statistical Science (1st ed.), Chapman and Hall/CRC, ISBN 978-1420095388
  • National Research Council (6' 'August' '2015). Affordability of National Flood Insurance Program Premiums: Report 1. Washington, D.C.: National Academies Press. doi:10.17226/21709. ISBN 978-0-309-37125-4. OL 29277639M. Wikidata Q106095870. Check date values in: |publication-date= (help)
  • Banerjee, S.; Gelfand, A.E. (1' 'December' '2006). "Bayesian Wombling". Journal of the American Statistical Association. 101 (476): 1487–1501. doi:10.1198/016214506000000041. ISSN 0162-1459. PMC 2835372. PMID 20221318. Wikidata Q24631027. Check date values in: |publication-date= (help)
  • Jin, X.; Banerjee, S.; Carlin, B.P. (1' 'November' '2007). "Order-free co-regionalized areal data models with application to multiple-disease mapping". Journal of the Royal Statistical Society Series B: Statistical Methodology. 69 (5): 817–838. doi:10.1111/J.1467-9868.2007.00612.X. ISSN 1369-7412. PMC 2963450. PMID 20981244. Wikidata Q33730210. Check date values in: |publication-date= (help)
  • Banerjee, S.; Gelfand, A.E.; Finley, A.O.; Sang, H. (1' 'September' '2008). "Gaussian predictive process models for large spatial data sets". Journal of the Royal Statistical Society Series B: Statistical Methodology. 70 (4): 825–848. doi:10.1111/J.1467-9868.2008.00663.X. ISSN 1369-7412. PMC 2741335. PMID 19750209. Wikidata Q33502739. Check date values in: |publication-date= (help)
  • Datta, A.; Banerjee, S.; Finley, A.O.; Gelfand, A.E. (18' 'August' '2016). "Hierarchical Nearest-Neighbor Gaussian Process Models for Large Geostatistical Datasets". Journal of the American Statistical Association. 111 (514): 800–812. doi:10.1080/01621459.2015.1044091. ISSN 0162-1459. PMC 5927603. PMID 29720777. Wikidata Q55401486. Check date values in: |publication-date= (help)

References[]

  1. ^ Jump up to: a b Sudipto Banerjee at the Mathematics Genealogy Project
  2. ^ Jump up to: a b "Sudipto Banerjee". UCLA.
  3. ^ "UCLA Fielding School of Public Health Professor Named 2020 AAAS Fellow". ph.ucla.edu. November 24, 2020. Retrieved March 21, 2021.
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