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Bani Mallick

Affiliations: 
Texas A & M University, College Station, TX, United States 
Area:
Statistics
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Nicholas A. Rose grad student 2002 Texas A & M
Kyeong E. Lee grad student 2004 Texas A & M
Kyounghwa Bae grad student 2005 Texas A & M
Ilsung Chang grad student 2005 Texas A & M
Soma S. Dhavala grad student 2010 Texas A & M
Brian M. Hartman grad student 2010 Texas A & M
Bledar Konomi grad student 2011 Texas A & M
Anirban Mondal grad student 2011 Texas A & M

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Publications

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Guha N, Baladandayuthapani V, Mallick BK. (2020) Quantile Graphical Models: Bayesian Approaches. Journal of Machine Learning Research : Jmlr. 21: 1-47
Lee SY, Lei B, Mallick B. (2020) Estimation of COVID-19 spread curves integrating global data and borrowing information. Plos One. 15: e0236860
Ghosh RP, Mallick B, Pourahmadi M. (2020) Bayesian Estimation of Correlation Matrices of Longitudinal Data Bayesian Analysis
Kundu S, Mallick BK, Baladandayuthapan V. (2019) Efficient Bayesian Regularization for Graphical Model Selection. Bayesian Analysis. 14: 449-476
Zhao K, Wulder MA, Hu T, et al. (2019) Detecting change-point, trend, and seasonality in satellite time series data to track abrupt changes and nonlinear dynamics: A Bayesian ensemble algorithm Remote Sensing of Environment. 232: 111181
Song JJ, Mallick B. (2018) Hierarchical Bayesian models for predicting spatially correlated curves Statistics. 53: 196-209
Efendiev Y, Leung WT, Cheung SW, et al. (2017) BAYESIAN MULTISCALE FINITE ELEMENT METHODS. MODELING MISSING SUBGRID INFORMATION PROBABILISTICALLY International Journal For Multiscale Computational Engineering. 15: 175-197
Chakraborty A, Bingham D, Dhavala SS, et al. (2017) Emulation of Numerical Models With Over-Specified Basis Functions Technometrics. 59: 153-164
Zoh RS, Mallick B, Ivanov I, et al. (2016) PCAN: Probabilistic correlation analysis of two non-normal data sets. Biometrics
Dreano D, Mallick B, Hoteit I. (2015) Filtering remotely sensed chlorophyll concentrations in the Red Sea using a space-time covariance model and a Kalman filter Spatial Statistics. 13: 1-20
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