Bani K. Mallick

Professor of Statistics, Texas A&M University

Director, Bayesian Bioinformatics Laboratory

Office: 459B Blocker Building.
Hours: TBA

Phone: (979) 845-1275.(office)
FAX: (979) 845-3144.
E-mail: bmallick@stat.tamu.edu
Address: Statistics Department , Texas A&M University , College Station, TX 77843-3143 USA.

Education

• Ph. D., Statistics, University of Connecticut , 1994.

Awards and Honors

• Fellow of the Institute of Mathematical Statistics, elected in 2008
• University Distinguished Achievement Award in Research, Texas A&M University, 2006
• Fellow of the American Statistical Association, elected in 2005
• Member of the International Statistical Institute, elected in 1999
• Elected Fellow of the Royal Statistical Society
• Noether Award by University of Connecticut for outstanding performance in graduate study, 1992
• Mahalanobis award by Presidency College for outstanding performance in under graduate study

Editorial Service
Associate Editor: Journal of Computation and Graphical Statistics
Associate Editor: Biostatistics

Other Services
President, SETCASA

Course I'm Teaching

Research Interests

• Bayesian hierarchical Modeling
• Nonparametric Regression and classification
• Bioinformatics
• Spatio-temporal Modeling
• Machine learning
• Functional Data analysis
• Bayesian nonparametrics
• Petroleum reservoir characterization
• Uncertainty analysis of Computer Model outputs

Selected Publications (2005 - Present)

• Bae K, Mallick, B. and Elsik, C. (2008) Prediction of Protein inter-domain linker regions by a non-stationary hidden Markov models. To appear, JASA.
• Wang, X., Ray, S. and Mallick, B. (2007) Bayesian Curve Classification using wavelets. JASA, 962-973.
• Ryu, D, Sinha, D., Mallick, B. and Lipsitz, S. (2007) Longitudinal Studies with outcome-dependent follow-up: models and Bayesian regression. JASA,, 952-961.
• Ray, S. and Mallick, B.K. (2006) Functional clustering by Bayesian wavelet methods. JRSS, B, 305-332.
• Kim, H and Mallick, B.K. and Holmes, C. (2005) Analyzing spatial data using piecewise Gaussian processes. JASA, 653-668.
• Sinha, S., Mukherjee, B., Ghosh, M., Mallick, B. and Carroll, R. (2005) Semiparametric Bayesian analysis of matched case-control studies with missing exposure. JASA, 591-601.
• Mallick, B.K., Ghosh, D. and Ghosh, M. (2005) Bayesian classification of tumors using gene expression data. JRSS, B, 219-234.
• Holmes, C., Denison, D., Ray, S. and Mallick, B.K. (2005) Bayesian partitioning for classification and regression. Journal of computation and graphical statistics,811-830.
• Song, J., Ghosh, M., Miaou, S. and Mallick, B. (2005) Bayesian Multivariate Spatial Models for Roadway Traffic Crash Mapping. Journal of Multivariate analysis, 246-273.
• Bae K, Mallick, B. and Elsik, C. (2005) Prediction of Protein inter-domain linker regions by a hidden Markov models. Bioinformatics, 2264-2270.
• Baladandayuthapani, V., Mallick, B.K., Carroll, R.J. (2005) Spatially adaptive Bayesian regression splines. Journal of computation and graphical statistics, 378-394.