Mallick, Bani individual record
Distinguished Professor

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

education and training
selected publications
Academic Articles114
  • Biegler, L., Biros, G., Ghattas, O., Heinkenschloss, M., Keyes, D., Mallick, B., ... Willcox, K. (2010). Large-Scale Inverse Problems and Quantification of Uncertainty. Wiley.
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  • Mallick, B. K., Gold, D. L., & Baladandayuthapani, V. (2009). Bayesian Analysis of Gene Expression Data. John Wiley & Sons, Ltd.
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  • Baladandayuthapani, V., Ray, S., & Mallick, B. K. (2005). Bayesian Methods for DNA Microarray Data Analysis. Elsevier.
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  • Vannucci, M., Baladandayuthapani, V., Holmes, C. C., Mallick, B. K., & Carroll, R. J. (2006). Modeling Nonlinear Gene Interactions Using Bayesian MARS. Do, K., Vannucci, M., & Müller, P. (Eds.), Bayesian Inference for Gene Expression and Proteomics. (pp. 116-136). Cambridge University Press.
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  • Kim, H., Ha, E., & Mallick, B. (2004). Spatial Prediction of Rainfall Using Skew-Normal Processes. Skew-Elliptical Distributions and Their Applications. (pp. 279-289). Chapman and Hall/CRC.
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  • Kim, H. M., & Mallick, B. K. (2002). Analyzing spatial data using Skew-Gaussian processes. Spatial Cluster Modelling. (pp. 163-173).
Conference Papers4
chaired theses and dissertations
First Name
Last Name
mailing address
Texas A&M University; Department Of Statistics; 3143 TAMU
College Station, TX 77843-3143