Edit Profile (opens in new tab) Mallick, Bani K. Co-Author Distance Author ID: mallick.bani-k Published as: Mallick, Bani K.; Mallick, Bani; Mallick, B. K.; Mallick, Bani. K.; Mallick, B. more...less External Links: MGP · Wikidata · GND · IdRef Documents Indexed: 85 Publications since 1994, including 1 Book and 3 Additional arXiv Preprints 4 Contributions as Editor Co-Authors: 119 Co-Authors with 86 Joint Publications 3,538 Co-Co-Authors all top 5 Co-Authors 1 single-authored 15 Carroll, Raymond James 8 Denison, David G. T. 6 Ghosh, Malay 6 Guha, Nilabja 6 Kim, Hyoung-Moon 6 Sarkar, Abhra 6 Smith, Adrian F. M. 5 Efendiev, Yalchin R. 5 Gelfand, Alan Enoch 5 Holmes, Christopher C. 5 Pati, Debdeep 5 Walker, Stephen Grahm 4 Ryu, Duchwan 3 Baladandayuthapani, Veera 3 Baladandayuthapani, Veerabhadran 3 Bhattacharya, Anirban 3 Chakraborty, Sounak 3 Dey, Dipak Kumar 3 Ding, Yu 2 Chakraborty, Antik 2 Chakraborty, Avishek 2 Dhavala, Soma S. 2 Genton, Marc G. 2 Ghosh, Debashis 2 Kuo, Lynn 2 Lipsitz, Stuart R. 2 Maity, Arnab Kumar 2 Payne, Richard D. 2 Ray, Shubhankar 2 Sang, Huiyan 2 Sinha, Debajyoti 2 Sinha, Samiran 2 Song, Joon Jin 2 Xun, Xiaolei 2 Yang, Keren 2 Zoh, Roger S. 1 Adams, L. Garry 1 Bae, Kyounghwa 1 Bhadra, Anindya 1 Biegler, Lorenz T. 1 Bingham, Derek R. 1 Biros, George 1 Bowman, Kenneth P. 1 Chapkin, Robert S. 1 Cheung, Siu Wun 1 Coombes, Kevin R. 1 Datta-Gupta, Akhil 1 Datta, Sujay 1 Davies, Michael A. 1 De, Swarup 1 Denison, David D. 1 Dougherty, Edward R. 1 Drake, R. Paul 1 Elsik, Christine G. 1 Fitzmaurice, Garrett Martin 1 Fu, Wenjiang J. 1 Ghattas, Omar N. 1 Ghosh, Riddhi Pratim 1 Ghosh, Samiran 1 Ghosh, Souparno 1 Ghosh, Sujit Kumar 1 Grosskopf, Michael J. 1 Hansen, Mark H. 1 Haro-López, Rubén A. 1 Hartman, Brian M. 1 Heinkenschloss, Matthias 1 Hennessy, Bryan T. 1 Hoang, Viet Ha 1 Hoffman, F. Owen 1 Hong, Mee Young 1 Huang, Jianhua Z. 1 Huitink, David 1 Ibrahim, Joseph George 1 Jaiswal, Prateek 1 Ji, Yuan 1 Jin, Bangti 1 Keyes, David Elliot 1 Khare, Sangeeta 1 Kipnis, Victor 1 Konomi, Bledar A. 1 Kuchment, Peter A. 1 Kundu, Subrata 1 Kundu, Suprateek 1 Kuranz, Carolyn C. 1 Lampe, Johanna W. 1 Lawhon, Sara D. 1 Lee, Kyeongeun 1 Lee, Seyoon 1 Leung, Wing T. 1 Li, Erning 1 Liang, Faming 1 Liang, Hong 1 Lipshultz, Steven E. 1 Lobach, Iryna 1 Lu, Yiling 1 Luo, Zhao Tang 1 Lupton, Joanne R. 1 Ma, Xianlin 1 Manyam, Ganiraju 1 Marzouk, Youssef M. ...and 20 more Co-Authors all top 5 Serials 15 Journal of the American Statistical Association 11 Biometrics 5 Biometrika 5 Journal of Statistical Planning and Inference 4 Journal of the Royal Statistical Society. Series B. Statistical Methodology 4 The Annals of Applied Statistics 4 Bayesian Analysis 3 Journal of Multivariate Analysis 3 Statistics & Probability Letters 3 Journal of Machine Learning Research (JMLR) 2 The Canadian Journal of Statistics 2 Journal of Computational Physics 2 Sankhyā 2 Statistics and Computing 1 Inverse Problems 1 Physica A 1 Sankhyā. Series B. Methodological 1 Journal of Classification 1 Statistics 1 Journal of the Royal Statistical Society. Series B 1 Journal of Statistical Computation and Simulation 1 Bernoulli 1 Journal of Nonparametric Statistics 1 Lecture Notes in Statistics 1 Chapman & Hall/CRC Biostatistics Series 1 Mathematical Geosciences 1 Statistics and Its Interface 1 Sankhyā. Series B 1 International Journal of Applied and Computational Mathematics 1 Wiley Series in Probability and Statistics 1 Biostatistics all top 5 Fields 82 Statistics (62-XX) 28 Numerical analysis (65-XX) 8 Biology and other natural sciences (92-XX) 5 Computer science (68-XX) 3 General and overarching topics; collections (00-XX) 3 Geophysics (86-XX) 2 Ordinary differential equations (34-XX) 2 Partial differential equations (35-XX) 2 Functional analysis (46-XX) 2 Fluid mechanics (76-XX) 1 Combinatorics (05-XX) 1 Probability theory and stochastic processes (60-XX) 1 Operations research, mathematical programming (90-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 71 Publications have been cited 1,025 times in 870 Documents Cited by ▼ Year ▼ Automatic Bayesian curve fitting. Zbl 0907.62031 Denison, D. G. T.; Mallick, B. K.; Smith, A. F. M. 102 1998 Variable selection for regression models. Zbl 0972.62016 Kuo, Lynn; Mallick, Bani 83 1998 Bayesian methods for nonlinear classification and regression. Zbl 0994.62019 Denison, David G. T.; Holmes, Christopher C.; Mallick, Bani K.; Smith, Adrian F. M. 72 2002 A Bayesian semiparametric accelerated failure time model. Zbl 1059.62531 Walker, Stephen; Mallick, Bani K. 48 1999 A Bayesian CART algorithm. Zbl 1048.62502 Denison, David G. T.; Mallick, Bani K.; Smith, Adrian F. M. 44 1998 Hierarchical generalized linear models and frailty models with Bayesian nonparametric mixing. Zbl 0886.62072 Walker, Stephen G.; Mallick, Bani K. 41 1997 Parameter estimation of partial differential equation models. Zbl 06224983 Xun, Xiaolei; Cao, Jiguo; Mallick, Bani; Maity, Arnab; Carroll, Raymond J. 33 2013 Analyzing nonstationary spatial data using piecewise Gaussian processes. Zbl 1117.62368 Kim, Hyoung-Moon; Mallick, Bani K.; Holmes, C. C. 32 2005 Functional clustering by Bayesian wavelet methods. Zbl 1100.62058 Ray, Shubhankar; Mallick, Bani 32 2006 Bayesian hierarchical spatially correlated functional data analysis with application to colon carcinogenesis. Zbl 1274.62715 Baladandayuthapani, Veerabhadran; Mallick, Bani K.; Hong, Mee Young; Lupton, Joanne R.; Turner, Nancy D.; Carroll, Raymond J. 29 2008 Bayesian analysis of proportional hazards models built from monotone functions. Zbl 0868.62028 Gelfand, Alan E.; Mallick, Bani K. 28 1995 Joint high-dimensional Bayesian variable and covariance selection with an application to eQTL analysis. Zbl 1274.62722 Bhadra, Anindya; Mallick, Bani K. 28 2013 Generalized linear models. A Bayesian perspective. Zbl 1006.00009 27 2000 Large-scale inverse problems and quantification of uncertainty. Zbl 1203.62002 27 2011 A Bayesian prediction using the skew Gaussian distribution. Zbl 1038.62027 Kim, Hyoung-Moon; Mallick, Bani K. 26 2004 Bayesian classification of tumours by using gene expression data. Zbl 1069.62100 Mallick, Bani K.; Ghosh, Debashis; Ghosh, Malay 24 2005 Generalized nonlinear modeling with multivariate free-knot regression splines. Zbl 1041.62059 Holmes, C. C.; Mallick, B. K. 24 2003 Generalized linear models with unknown link functions. Zbl 0825.62609 Mallick, Bani K.; Gelfand, Alan E. 24 1994 Bayesian regression with multivariate linear splines. Zbl 0979.62010 Holmes, C. C.; Mallick, B. K. 21 2001 Moments of random vectors with skew \(t\) distribution and their quadratic forms. Zbl 1116.62357 Kim, Hyoung-Moon; Mallick, Bani K. 17 2003 Bayesian semiparametric inference for the accelerated failure-time model. Zbl 0894.62033 Kuo, Lynn; Mallick, Bani 16 1997 Semiparametric regression modeling with mixtures of Berkson and classical error, with application to fallout from the Nevada test site. Zbl 1209.62078 Mallick, Bani; Hoffman, F. Owen; Carroll, Raymond J. 15 2002 Longitudinal studies with outcome-dependent follow-up: models and Bayesian regression. Zbl 1469.62379 Ryu, Duchwan; Sinha, Debajyoti; Mallick, Bani; Lipsitz, Stuart R.; Lipshultz, Steven E. 15 2007 Bayesian curve classification using wavelets. Zbl 1469.62291 Wang, Xiaohui; Ray, Shubhankar; Mallick, Bani K. 15 2007 Semiparametric Bayesian analysis of matched case-control studies with missing exposure. Zbl 1117.62426 Sinha, Samiran; Mukherjee, Bhramar; Ghosh, Malay; Mallick, Bani K.; Carroll, Raymond J. 13 2005 A generalized linear mixed model for longitudinal binary data with a marginal logit link function. Zbl 1220.62093 Parzen, Michael; Ghosh, Souparno; Lipsitz, Stuart; Sinha, Debajyoti; Fitzmaurice, Garrett M.; Mallick, Bani K.; Ibrahim, Joseph G. 11 2011 A Bayesian semiparametric transformation model incorporating frailties. Zbl 1032.62100 Mallick, Bani K.; Walker, Stephen 9 2003 Bayesian sparse graphical models for classification with application to protein expression data. Zbl 1303.62057 Baladandayuthapani, Veerabhadran; Talluri, Rajesh; Ji, Yuan; Coombes, Kevin R.; Lu, Yiling; Hennessy, Bryan T.; Davies, Michael A.; Mallick, Bani K. 9 2014 Semiparametric errors-in-variables models. A Bayesian approach. Zbl 0848.62035 Mallick, Bani K.; Gelfand, Alan E. 8 1996 Efficient Bayesian regularization for graphical model selection. Zbl 1416.62317 Kundu, Suprateek; Mallick, Bani K.; Baladandayuthapani, Veera 8 2019 Estimation of spectral density of a stationary time series via an asymptotic of the periodogram. Zbl 0933.62094 Gangopadhyay, A. K.; Mallick, B. K.; Denison, D. G. T. 7 1999 A variational Bayesian approach for inverse problems with skew-\(t\) error distributions. Zbl 1349.62079 Guha, Nilabja; Wu, Xiaoqing; Efendiev, Yalchin; Jin, Bangti; Mallick, Bani K. 7 2015 Bayesian and variational Bayesian approaches for flows in heterogeneous random media. Zbl 1378.76116 Yang, Keren; Guha, Nilabja; Efendiev, Yalchin; Mallick, Bani K. 7 2017 Semiparametric Bayesian analysis of nutritional epidemiology data in the presence of measurement error. Zbl 1192.62092 Sinha, Samiran; Mallick, Bani K.; Kipnis, Victor; Carroll, Raymond J. 7 2010 Modeling expert opinion arising as a partial probabilistic specification. Zbl 0826.62007 Gelfand, Alan E.; Mallick, Bani K.; Dey, Dipak K. 6 1995 A Bayesian approach to the detection of small low emission sources. Zbl 1228.62035 Xun, Xiaolei; Mallick, Bani; Carroll, Raymond J.; Kuchment, Peter 6 2011 A note on the scale parameter of the Dirichlet process. Zbl 0894.62044 Walker, Stephen G.; Mallick, Bani K. 6 1997 Bayesian survival analysis using a MARS model. Zbl 1059.62529 Mallick, Bani K.; Denison, David G. T.; Smith, Adrian F. M. 6 1999 Spline-based emulators for radiative shock experiments with measurement error. Zbl 06195949 Chakraborty, Avishek; Mallick, Bani K.; McClarren, Ryan G.; Kuranz, Carolyn C.; Bingham, Derek; Grosskopf, Michael J.; Rutter, Erica M.; Stripling, Hayes F.; Drake, R. Paul 6 2013 Bayesian semiparametric multivariate density deconvolution. Zbl 1398.62083 Sarkar, Abhra; Pati, Debdeep; Chakraborty, Antik; Mallick, Bani K.; Carroll, Raymond J. 6 2018 Approximate solution of fractional order Lane-Emden type differential equation by orthonormal Bernoulli’s polynomials. Zbl 1416.65198 Sahu, P. K.; Mallick, B. 6 2019 Combining information from several experiments with nonparametric priors. Zbl 0888.62030 Mallick, Bani K.; Walker, Stephen G. 5 1997 Two-stage Metropolis-Hastings for tall data. Zbl 1391.62120 Payne, Richard D.; Mallick, Bani K. 5 2018 Gene expression-based glioma classification using hierarchical Bayesian vector machines. Zbl 1193.62187 Chakraborty, Sounak; Mallick, Bani K.; Ghosh, Debashis; Ghosh, Malay; Dougherty, Edward 5 2007 A Bayesian contiguous partitioning method for learning clustered latent variables. Zbl 07370554 Luo, Zhao Tang; Sang, Huiyan; Mallick, Bani 5 2021 Bayesian nonlinear regression for large \(p\) small \(n\) problems. Zbl 1238.62076 Chakraborty, Sounak; Ghosh, Malay; Mallick, Bani K. 4 2012 Bayesian nonparametric regression analysis of data with random effects covariates from longitudinal measurements. Zbl 1217.62054 Ryu, Duchwan; Li, Erning; Mallick, Bani K. 4 2011 Bayesian multivariate spatial models for roadway traffic crash mapping. Zbl 1124.91052 Song, J. J.; Ghosh, M.; Miaou, S.; Mallick, B. 4 2006 Bayesian methods for variable selection in survival models with application to DNA microarray data. Zbl 1192.62083 Lee, Kyeong Eun; Mallick, Bani K. 4 2004 Bayesian graph selection consistency under model misspecification. Zbl 1476.62121 Niu, Yabo; Pati, Debdeep; Mallick, Bani K. 4 2021 A note on Bayesian spatial prediction using the elliptical distribution. Zbl 1113.62312 Kim, Hyoung-Moon; Mallick, Bani K. 3 2003 Semiparametric Bayesian analysis of gene-environment interactions with error in measurement of environmental covariates and missing genetic data. Zbl 1245.62149 Lobach, Iryna; Mallick, Bani; Carroll, Raymond J. 3 2011 Bayesian semiparametric regression in the presence of conditionally heteroscedastic measurement and regression errors. Zbl 1393.62097 Sarkar, Abhra; Mallick, Bani K.; Carroll, Raymond J. 3 2014 Binary regression using data adaptive robust link functions. Zbl 1028.62056 Haro-López, Rubén A.; Mallick, Bani K.; Smith, Adrian F. M. 3 2000 A powerful Bayesian test for equality of means in high dimensions. Zbl 1409.62122 Zoh, Roger S.; Sarkar, Abhra; Carroll, Raymond J.; Mallick, Bani K. 3 2018 A conditional density estimation partition model using logistic Gaussian processes. Zbl 1435.62290 Payne, R. D.; Guha, N.; Ding, Y.; Mallick, B. K. 3 2020 Mixtures of skewed Kalman filters. Zbl 1278.62154 Kim, Hyoung-Moon; Ryu, Duchwan; Mallick, Bani K.; Genton, Marc G. 3 2014 Bayesian curve estimation by polynomial of random order. Zbl 1067.62530 Mallick, Bani. K. 2 1998 PCAN: probabilistic correlation analysis of two non-normal data sets. Zbl 1390.62325 Zoh, Roger S.; Mallick, Bani; Ivanov, Ivan; Baladandayuthapani, Veera; Manyam, Ganiraju; Chapkin, Robert S.; Lampe, Johanna W.; Carroll, Raymond J. 2 2016 Bayesian data integration and variable selection for pan-cancer survival prediction using protein expression data. Zbl 1451.62132 Maity, Arnab Kumar; Bhattacharya, Anirban; Mallick, Bani K.; Baladandayuthapani, Veerabhadran 2 2020 Bayesian sparse multiple regression for simultaneous rank reduction and variable selection. Zbl 1435.62377 Chakraborty, Antik; Bhattacharya, Anirban; Mallick, Bani K. 2 2020 Bayesian copula density deconvolution for zero-inflated data in nutritional epidemiology. Zbl 1510.62452 Sarkar, Abhra; Pati, Debdeep; Mallick, Bani K.; Carroll, Raymond J. 2 2021 Stagnation point flow and heat transfer on a thin porous sheet: applications to flow dynamics of the circulatory system. Zbl 1400.76110 Misra, J. C.; Sinha, A.; Mallick, B. 2 2017 Hierarchical Bayesian models for predicting spatially correlated curves. Zbl 1415.62071 Song, Joon Jin; Mallick, Bani 2 2019 Modified Markov chain Monte Carlo method for dynamic data integration using streamline approach. Zbl 1143.86001 Efendiev, Yalchin; Datta-Gupta, Akhil; Ma, Xianlin; Mallick, Bani 1 2008 Corrigendum to: “Moments of random vectors with skew \(t\) distribution and their quadratic forms”. Zbl 1462.62310 Kim, Hyoung-Moon; Mallick, Bani K. 1 2009 Investigating international new product diffusion speed: A semiparametric approach. Zbl 1243.62149 Hartman, Brian M.; Mallick, Bani K.; Talukdar, Debabrata 1 2012 Comment on article by Chkrebtii, Campbell, Calderhead and Girolami. Zbl 1357.62120 Mallick, Bani K.; Yang, Keren; Guha, Nilabja; Efendiev, Yalchin 1 2016 Bayesian modeling of MPSS data: gene expression analysis of bovine salmonella infection. Zbl 1390.62251 Dhavala, Soma S.; Datta, Sujay; Mallick, Bani K.; Carroll, Raymond J.; Khare, Sangeeta; Lawhon, Sara D.; Adams, L. Garry 1 2010 Sea surface temperature modeling using radial basis function networks with a dynamically weighted particle filter. Zbl 06158329 Ryu, Duchwan; Liang, Faming; Mallick, Bani K. 1 2013 Bayesian object classification of gold nanoparticles. Zbl 1454.62532 Konomi, Bledar A.; Dhavala, Soma S.; Huang, Jianhua Z.; Kundu, Subrata; Huitink, David; Liang, Hong; Ding, Yu; Mallick, Bani K. 1 2013 A Bayesian contiguous partitioning method for learning clustered latent variables. Zbl 07370554 Luo, Zhao Tang; Sang, Huiyan; Mallick, Bani 5 2021 Bayesian graph selection consistency under model misspecification. Zbl 1476.62121 Niu, Yabo; Pati, Debdeep; Mallick, Bani K. 4 2021 Bayesian copula density deconvolution for zero-inflated data in nutritional epidemiology. Zbl 1510.62452 Sarkar, Abhra; Pati, Debdeep; Mallick, Bani K.; Carroll, Raymond J. 2 2021 A conditional density estimation partition model using logistic Gaussian processes. Zbl 1435.62290 Payne, R. D.; Guha, N.; Ding, Y.; Mallick, B. K. 3 2020 Bayesian data integration and variable selection for pan-cancer survival prediction using protein expression data. Zbl 1451.62132 Maity, Arnab Kumar; Bhattacharya, Anirban; Mallick, Bani K.; Baladandayuthapani, Veerabhadran 2 2020 Bayesian sparse multiple regression for simultaneous rank reduction and variable selection. Zbl 1435.62377 Chakraborty, Antik; Bhattacharya, Anirban; Mallick, Bani K. 2 2020 Efficient Bayesian regularization for graphical model selection. Zbl 1416.62317 Kundu, Suprateek; Mallick, Bani K.; Baladandayuthapani, Veera 8 2019 Approximate solution of fractional order Lane-Emden type differential equation by orthonormal Bernoulli’s polynomials. Zbl 1416.65198 Sahu, P. K.; Mallick, B. 6 2019 Hierarchical Bayesian models for predicting spatially correlated curves. Zbl 1415.62071 Song, Joon Jin; Mallick, Bani 2 2019 Bayesian semiparametric multivariate density deconvolution. Zbl 1398.62083 Sarkar, Abhra; Pati, Debdeep; Chakraborty, Antik; Mallick, Bani K.; Carroll, Raymond J. 6 2018 Two-stage Metropolis-Hastings for tall data. Zbl 1391.62120 Payne, Richard D.; Mallick, Bani K. 5 2018 A powerful Bayesian test for equality of means in high dimensions. Zbl 1409.62122 Zoh, Roger S.; Sarkar, Abhra; Carroll, Raymond J.; Mallick, Bani K. 3 2018 Bayesian and variational Bayesian approaches for flows in heterogeneous random media. Zbl 1378.76116 Yang, Keren; Guha, Nilabja; Efendiev, Yalchin; Mallick, Bani K. 7 2017 Stagnation point flow and heat transfer on a thin porous sheet: applications to flow dynamics of the circulatory system. Zbl 1400.76110 Misra, J. C.; Sinha, A.; Mallick, B. 2 2017 PCAN: probabilistic correlation analysis of two non-normal data sets. Zbl 1390.62325 Zoh, Roger S.; Mallick, Bani; Ivanov, Ivan; Baladandayuthapani, Veera; Manyam, Ganiraju; Chapkin, Robert S.; Lampe, Johanna W.; Carroll, Raymond J. 2 2016 Comment on article by Chkrebtii, Campbell, Calderhead and Girolami. Zbl 1357.62120 Mallick, Bani K.; Yang, Keren; Guha, Nilabja; Efendiev, Yalchin 1 2016 A variational Bayesian approach for inverse problems with skew-\(t\) error distributions. Zbl 1349.62079 Guha, Nilabja; Wu, Xiaoqing; Efendiev, Yalchin; Jin, Bangti; Mallick, Bani K. 7 2015 Bayesian sparse graphical models for classification with application to protein expression data. Zbl 1303.62057 Baladandayuthapani, Veerabhadran; Talluri, Rajesh; Ji, Yuan; Coombes, Kevin R.; Lu, Yiling; Hennessy, Bryan T.; Davies, Michael A.; Mallick, Bani K. 9 2014 Bayesian semiparametric regression in the presence of conditionally heteroscedastic measurement and regression errors. Zbl 1393.62097 Sarkar, Abhra; Mallick, Bani K.; Carroll, Raymond J. 3 2014 Mixtures of skewed Kalman filters. Zbl 1278.62154 Kim, Hyoung-Moon; Ryu, Duchwan; Mallick, Bani K.; Genton, Marc G. 3 2014 Parameter estimation of partial differential equation models. Zbl 06224983 Xun, Xiaolei; Cao, Jiguo; Mallick, Bani; Maity, Arnab; Carroll, Raymond J. 33 2013 Joint high-dimensional Bayesian variable and covariance selection with an application to eQTL analysis. Zbl 1274.62722 Bhadra, Anindya; Mallick, Bani K. 28 2013 Spline-based emulators for radiative shock experiments with measurement error. Zbl 06195949 Chakraborty, Avishek; Mallick, Bani K.; McClarren, Ryan G.; Kuranz, Carolyn C.; Bingham, Derek; Grosskopf, Michael J.; Rutter, Erica M.; Stripling, Hayes F.; Drake, R. Paul 6 2013 Sea surface temperature modeling using radial basis function networks with a dynamically weighted particle filter. Zbl 06158329 Ryu, Duchwan; Liang, Faming; Mallick, Bani K. 1 2013 Bayesian object classification of gold nanoparticles. Zbl 1454.62532 Konomi, Bledar A.; Dhavala, Soma S.; Huang, Jianhua Z.; Kundu, Subrata; Huitink, David; Liang, Hong; Ding, Yu; Mallick, Bani K. 1 2013 Bayesian nonlinear regression for large \(p\) small \(n\) problems. Zbl 1238.62076 Chakraborty, Sounak; Ghosh, Malay; Mallick, Bani K. 4 2012 Investigating international new product diffusion speed: A semiparametric approach. Zbl 1243.62149 Hartman, Brian M.; Mallick, Bani K.; Talukdar, Debabrata 1 2012 Large-scale inverse problems and quantification of uncertainty. Zbl 1203.62002 27 2011 A generalized linear mixed model for longitudinal binary data with a marginal logit link function. Zbl 1220.62093 Parzen, Michael; Ghosh, Souparno; Lipsitz, Stuart; Sinha, Debajyoti; Fitzmaurice, Garrett M.; Mallick, Bani K.; Ibrahim, Joseph G. 11 2011 A Bayesian approach to the detection of small low emission sources. Zbl 1228.62035 Xun, Xiaolei; Mallick, Bani; Carroll, Raymond J.; Kuchment, Peter 6 2011 Bayesian nonparametric regression analysis of data with random effects covariates from longitudinal measurements. Zbl 1217.62054 Ryu, Duchwan; Li, Erning; Mallick, Bani K. 4 2011 Semiparametric Bayesian analysis of gene-environment interactions with error in measurement of environmental covariates and missing genetic data. Zbl 1245.62149 Lobach, Iryna; Mallick, Bani; Carroll, Raymond J. 3 2011 Semiparametric Bayesian analysis of nutritional epidemiology data in the presence of measurement error. Zbl 1192.62092 Sinha, Samiran; Mallick, Bani K.; Kipnis, Victor; Carroll, Raymond J. 7 2010 Bayesian modeling of MPSS data: gene expression analysis of bovine salmonella infection. Zbl 1390.62251 Dhavala, Soma S.; Datta, Sujay; Mallick, Bani K.; Carroll, Raymond J.; Khare, Sangeeta; Lawhon, Sara D.; Adams, L. Garry 1 2010 Corrigendum to: “Moments of random vectors with skew \(t\) distribution and their quadratic forms”. Zbl 1462.62310 Kim, Hyoung-Moon; Mallick, Bani K. 1 2009 Bayesian hierarchical spatially correlated functional data analysis with application to colon carcinogenesis. Zbl 1274.62715 Baladandayuthapani, Veerabhadran; Mallick, Bani K.; Hong, Mee Young; Lupton, Joanne R.; Turner, Nancy D.; Carroll, Raymond J. 29 2008 Modified Markov chain Monte Carlo method for dynamic data integration using streamline approach. Zbl 1143.86001 Efendiev, Yalchin; Datta-Gupta, Akhil; Ma, Xianlin; Mallick, Bani 1 2008 Longitudinal studies with outcome-dependent follow-up: models and Bayesian regression. Zbl 1469.62379 Ryu, Duchwan; Sinha, Debajyoti; Mallick, Bani; Lipsitz, Stuart R.; Lipshultz, Steven E. 15 2007 Bayesian curve classification using wavelets. Zbl 1469.62291 Wang, Xiaohui; Ray, Shubhankar; Mallick, Bani K. 15 2007 Gene expression-based glioma classification using hierarchical Bayesian vector machines. Zbl 1193.62187 Chakraborty, Sounak; Mallick, Bani K.; Ghosh, Debashis; Ghosh, Malay; Dougherty, Edward 5 2007 Functional clustering by Bayesian wavelet methods. Zbl 1100.62058 Ray, Shubhankar; Mallick, Bani 32 2006 Bayesian multivariate spatial models for roadway traffic crash mapping. Zbl 1124.91052 Song, J. J.; Ghosh, M.; Miaou, S.; Mallick, B. 4 2006 Analyzing nonstationary spatial data using piecewise Gaussian processes. Zbl 1117.62368 Kim, Hyoung-Moon; Mallick, Bani K.; Holmes, C. C. 32 2005 Bayesian classification of tumours by using gene expression data. Zbl 1069.62100 Mallick, Bani K.; Ghosh, Debashis; Ghosh, Malay 24 2005 Semiparametric Bayesian analysis of matched case-control studies with missing exposure. Zbl 1117.62426 Sinha, Samiran; Mukherjee, Bhramar; Ghosh, Malay; Mallick, Bani K.; Carroll, Raymond J. 13 2005 A Bayesian prediction using the skew Gaussian distribution. Zbl 1038.62027 Kim, Hyoung-Moon; Mallick, Bani K. 26 2004 Bayesian methods for variable selection in survival models with application to DNA microarray data. Zbl 1192.62083 Lee, Kyeong Eun; Mallick, Bani K. 4 2004 Generalized nonlinear modeling with multivariate free-knot regression splines. Zbl 1041.62059 Holmes, C. C.; Mallick, B. K. 24 2003 Moments of random vectors with skew \(t\) distribution and their quadratic forms. Zbl 1116.62357 Kim, Hyoung-Moon; Mallick, Bani K. 17 2003 A Bayesian semiparametric transformation model incorporating frailties. Zbl 1032.62100 Mallick, Bani K.; Walker, Stephen 9 2003 A note on Bayesian spatial prediction using the elliptical distribution. Zbl 1113.62312 Kim, Hyoung-Moon; Mallick, Bani K. 3 2003 Bayesian methods for nonlinear classification and regression. Zbl 0994.62019 Denison, David G. T.; Holmes, Christopher C.; Mallick, Bani K.; Smith, Adrian F. M. 72 2002 Semiparametric regression modeling with mixtures of Berkson and classical error, with application to fallout from the Nevada test site. Zbl 1209.62078 Mallick, Bani; Hoffman, F. Owen; Carroll, Raymond J. 15 2002 Bayesian regression with multivariate linear splines. Zbl 0979.62010 Holmes, C. C.; Mallick, B. K. 21 2001 Generalized linear models. A Bayesian perspective. Zbl 1006.00009 27 2000 Binary regression using data adaptive robust link functions. Zbl 1028.62056 Haro-López, Rubén A.; Mallick, Bani K.; Smith, Adrian F. M. 3 2000 A Bayesian semiparametric accelerated failure time model. Zbl 1059.62531 Walker, Stephen; Mallick, Bani K. 48 1999 Estimation of spectral density of a stationary time series via an asymptotic of the periodogram. Zbl 0933.62094 Gangopadhyay, A. K.; Mallick, B. K.; Denison, D. G. T. 7 1999 Bayesian survival analysis using a MARS model. Zbl 1059.62529 Mallick, Bani K.; Denison, David G. T.; Smith, Adrian F. M. 6 1999 Automatic Bayesian curve fitting. Zbl 0907.62031 Denison, D. G. T.; Mallick, B. K.; Smith, A. F. M. 102 1998 Variable selection for regression models. Zbl 0972.62016 Kuo, Lynn; Mallick, Bani 83 1998 A Bayesian CART algorithm. Zbl 1048.62502 Denison, David G. T.; Mallick, Bani K.; Smith, Adrian F. M. 44 1998 Bayesian curve estimation by polynomial of random order. Zbl 1067.62530 Mallick, Bani. K. 2 1998 Hierarchical generalized linear models and frailty models with Bayesian nonparametric mixing. Zbl 0886.62072 Walker, Stephen G.; Mallick, Bani K. 41 1997 Bayesian semiparametric inference for the accelerated failure-time model. Zbl 0894.62033 Kuo, Lynn; Mallick, Bani 16 1997 A note on the scale parameter of the Dirichlet process. Zbl 0894.62044 Walker, Stephen G.; Mallick, Bani K. 6 1997 Combining information from several experiments with nonparametric priors. Zbl 0888.62030 Mallick, Bani K.; Walker, Stephen G. 5 1997 Semiparametric errors-in-variables models. A Bayesian approach. Zbl 0848.62035 Mallick, Bani K.; Gelfand, Alan E. 8 1996 Bayesian analysis of proportional hazards models built from monotone functions. Zbl 0868.62028 Gelfand, Alan E.; Mallick, Bani K. 28 1995 Modeling expert opinion arising as a partial probabilistic specification. Zbl 0826.62007 Gelfand, Alan E.; Mallick, Bani K.; Dey, Dipak K. 6 1995 Generalized linear models with unknown link functions. Zbl 0825.62609 Mallick, Bani K.; Gelfand, Alan E. 24 1994 all cited Publications top 5 cited Publications all top 5 Cited by 1,661 Authors 28 Mallick, Bani K. 20 Dunson, David Brian 17 Carroll, Raymond James 14 Hanson, Timothy E. 13 Müller, Peter 11 Ghosh, Malay 10 Quintana, Fernando Andrés 9 Chakraborty, Sounak 9 Dey, Dipak Kumar 9 Walker, Stephen Grahm 8 Khaledi, Majid Jafari 8 Kohn, Robert J. 7 Gelfand, Alan Enoch 7 Kottas, Athanasios 7 Meyer, Renate 7 Ntzoufras, Ioannis 7 Sinha, Samiran 7 Sun, Liuquan 6 Arellano-Valle, Reinaldo Boris 6 Baladandayuthapani, Veerabhadran 6 Cai, Bo 6 Jara, Alejandro 6 Nieto-Barajas, Luis E. 6 Rivaz, Firoozeh 6 Villani, Mattias 6 Wang, Haibin 5 Bhadra, Anindya 5 Delaigle, Aurore 5 Genton, Marc G. 5 Ghosal, Subhashis 5 Gramacy, Robert B. 5 Griffin, Jim E. 5 Ji, Yuan 5 Lawson, Andrew B. 5 Mohammadzadeh, Mohsen 5 Sang, Huiyan 5 Sansó, Bruno 5 Sarkar, Abhra 5 Song, Xinyuan 5 Yang, Mingan 5 Zhang, Jiajia 4 Azzalini, Adelchi 4 Banerjee, Sudipto 4 Bazán, Jorge Luis 4 Branscum, Adam J. 4 Carlin, Bradley P. 4 Chen, Minghui 4 Choi, Taeryon 4 Congdon, Peter D. 4 Consonni, Guido 4 De Iorio, Maria 4 Dellaportas, Petros 4 George, Edward I. 4 Gutiérrez-Peña, Eduardo 4 Holmes, Christopher C. 4 Johnson, Wesley Orin 4 Kim, Hyoung-Moon 4 Kim, Inyoung 4 Kuchment, Peter A. 4 Kyung, Minjung 4 Mukherjee, Bhramar 4 Oh, Heeseok 4 Reich, Brian James 4 Ryu, Duchwan 4 Sangalli, Laura Maria 4 Spezia, Luigi 4 Staicu, Ana-Maria 4 Terzioglu, Fatma 4 Wand, Matthew P. 4 Yang, Aijun 3 Berrocal, Veronica J. 3 Beskos, Alexandros 3 Castelletti, Federico 3 Chakraborty, Avishek 3 Chen, Li-Pang 3 Chen, Yuhui 3 Cheung, Siu Wun 3 Chib, Siddhartha 3 Choi, Youngsoo 3 Clyde, Merlise A. 3 Crăiniceanu, Ciprian-Mugur 3 Deng, Xinwei 3 Du, Ting 3 Ebrahimi, Nader D. 3 Fouskakis, Dimitris 3 Fuentes, Montserrat 3 Girolami, Mark A. 3 Guha, Nilabja 3 Hall, Peter Gavin 3 Härdle, Wolfgang Karl 3 Herring, Amy H. 3 Hosseini, Fatemeh 3 Huang, Hanwen 3 Jacques, Julien 3 Jasra, Ajay 3 Jiang, Xuejun 3 Karimi, Omid 3 Khadraoui, Khader 3 Kim, Hea-Jung 3 Kim, Yongku ...and 1,561 more Authors all top 5 Cited in 134 Serials 80 Computational Statistics and Data Analysis 76 Biometrics 42 The Annals of Applied Statistics 32 Journal of Statistical Planning and Inference 32 Statistics and Computing 28 Journal of the American Statistical Association 27 Bayesian Analysis 22 Journal of Statistical Computation and Simulation 21 Computational Statistics 19 Journal of Multivariate Analysis 19 Journal of Applied Statistics 17 Statistics & Probability Letters 16 Communications in Statistics. Theory and Methods 16 Journal of Computational and Graphical Statistics 14 Communications in Statistics. Simulation and Computation 13 Electronic Journal of Statistics 12 The Annals of Statistics 12 Statistical Science 11 The Canadian Journal of Statistics 11 Journal of Computational Physics 11 Scandinavian Journal of Statistics 11 International Statistical Review 11 Journal of Econometrics 10 Biometrical Journal 10 Journal of Nonparametric Statistics 10 Journal of the Royal Statistical Society. Series B. Statistical Methodology 9 Journal of Agricultural, Biological, and Environmental Statistics 8 Statistical Modelling 8 Statistical Methodology 8 SIAM/ASA Journal on Uncertainty Quantification 7 International Journal of Approximate Reasoning 7 European Journal of Operational Research 7 Australian & New Zealand Journal of Statistics 7 Statistical Methods and Applications 7 Journal of the Korean Statistical Society 7 Environmetrics 6 Psychometrika 6 Test 6 SIAM Journal on Scientific Computing 6 Brazilian Journal of Probability and Statistics 6 Journal of Machine Learning Research (JMLR) 5 Annals of the Institute of Statistical Mathematics 5 Statistical Papers 5 Journal of the Royal Statistical Society. Series C. Applied Statistics 5 Advances in Data Analysis and Classification. ADAC 5 AStA. Advances in Statistical Analysis 4 Inverse Problems 4 Journal of Classification 4 Statistics 4 Lifetime Data Analysis 4 Statistical Analysis and Data Mining 4 SIAM Journal on Imaging Sciences 4 Statistical Theory and Related Fields 3 Computer Methods in Applied Mechanics and Engineering 3 Journal of Computational and Applied Mathematics 3 Insurance Mathematics & Economics 3 Neural Networks 3 Machine Learning 3 Statistica Sinica 3 Biostatistics 3 Journal of Statistical Theory and Practice 3 Sankhyā. Series A 3 Sankhyā. Series B 3 Chilean Journal of Statistics 2 The American Statistician 2 Journal of Mathematical Biology 2 Applied Mathematics and Computation 2 Journal of Mathematical Psychology 2 Metron 2 Journal of Time Series Analysis 2 Revista Colombiana de Estadística 2 Journal of Global Optimization 2 Computational and Applied Mathematics 2 Bernoulli 2 Statistical Applications in Genetics and Molecular Biology 2 Acta Numerica 2 Mathematical Geosciences 2 Statistics Surveys 1 Advances in Applied Probability 1 Physica A 1 Bulletin of Mathematical Biology 1 Automatica 1 Information Sciences 1 International Journal for Numerical Methods in Engineering 1 Journal of Applied Probability 1 Mathematics and Computers in Simulation 1 SIAM Journal on Numerical Analysis 1 Statistica 1 Statistica Neerlandica 1 Theoretical Computer Science 1 Econometric Reviews 1 Journal of Scientific Computing 1 Signal Processing 1 Annals of Operations Research 1 Japan Journal of Industrial and Applied Mathematics 1 International Journal of Adaptive Control and Signal Processing 1 Linear Algebra and its Applications 1 Pattern Recognition 1 SIAM Review 1 SIAM Journal on Optimization ...and 34 more Serials all top 5 Cited in 33 Fields 809 Statistics (62-XX) 216 Numerical analysis (65-XX) 77 Biology and other natural sciences (92-XX) 56 Probability theory and stochastic processes (60-XX) 43 Computer science (68-XX) 23 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 19 Operations research, mathematical programming (90-XX) 16 Geophysics (86-XX) 15 Partial differential equations (35-XX) 9 Information and communication theory, circuits (94-XX) 7 Functional analysis (46-XX) 7 Calculus of variations and optimal control; optimization (49-XX) 7 Fluid mechanics (76-XX) 6 Dynamical systems and ergodic theory (37-XX) 6 Harmonic analysis on Euclidean spaces (42-XX) 6 Systems theory; control (93-XX) 5 Combinatorics (05-XX) 5 Integral transforms, operational calculus (44-XX) 4 Mechanics of deformable solids (74-XX) 3 Ordinary differential equations (34-XX) 3 Approximations and expansions (41-XX) 3 Astronomy and astrophysics (85-XX) 2 Operator theory (47-XX) 2 Differential geometry (53-XX) 2 Optics, electromagnetic theory (78-XX) 2 Quantum theory (81-XX) 2 Statistical mechanics, structure of matter (82-XX) 2 Relativity and gravitational theory (83-XX) 1 General and overarching topics; collections (00-XX) 1 History and biography (01-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Mechanics of particles and systems (70-XX) 1 Classical thermodynamics, heat transfer (80-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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