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Subhajit Dutta
PhD (ISI, Kolkata)
Assistant Professor, Department of Mathematics and Statistics
Research Interest
Discriminant Analysis,Inference based on Data Depth,Characterization of Multivariate Distributions,Classification of Sequence Data
Department of Mathematics and Statistics
IIT Kanpur ,
Kanpur 208016
Research Area
Mathematics : Functional Analysis
Mathematics : Optimization Theory
Education
Post-doctoral fellow (KAUST) with Prof. Marc G. Genton
PhD, Statistics, ISI, Kolkata, 2013. Ph.D. Supervisor : Prof.
Probal Chaudhuri.
M.Sc., Statistics, IIT, Kanpur, India, 2007.
B.Sc., Statistics, Presidency College, University of Calcutta, India, 2005.
Selected Publications
Dutta, S., Ghosh, A. K. and Chaudhuri, P. (2011) Some intriguing properties of Tukey's half-space depth. Bernoulli, 17, 1420-1434.
Dutta, S. and Ghosh, A. K. (2012) On robust classification using projection depth. Annals of the Institute of Statistical Mathematics, 64, 657-676.
Dutta, S. and Chaudhuri, P. (2012) Semiparametric discriminant analysis for mixture populations. Stat, 1, 90-102.
Dutta, S., Chaudhuri, P. and Ghosh, A. K. (2014) Linear discriminant analysis of character sequences using occurrences of words. Statistica Sinica, 24, 493-514.
Dutta, S. and Genton, M. G. (2014a) A non-Gaussian multivariate distribution with all lower-dimensional Gaussians and related families. Journal of Multivariate Analysis, 132, 82-93.