Lee, Se Yoon; Mallick, Bani K. Bayesian hierarchical modeling: application towards production results in the Eagle Ford Shale of South Texas. (English) Zbl 1493.62128 Sankhyā, Ser. B 84, No. 1, 1-43 (2022). MSC: 62P20 62F15 62H11 62M20 PDFBibTeX XMLCite \textit{S. Y. Lee} and \textit{B. K. Mallick}, Sankhyā, Ser. B 84, No. 1, 1--43 (2022; Zbl 1493.62128) Full Text: DOI
Sarkar, Abhra; Pati, Debdeep; Mallick, Bani K.; Carroll, Raymond J. Bayesian copula density deconvolution for zero-inflated data in nutritional epidemiology. (English) Zbl 1510.62452 J. Am. Stat. Assoc. 116, No. 535, 1075-1087 (2021). MSC: 62P10 62G07 62F15 PDFBibTeX XMLCite \textit{A. Sarkar} et al., J. Am. Stat. Assoc. 116, No. 535, 1075--1087 (2021; Zbl 1510.62452) Full Text: DOI arXiv
Kundu, Suprateek; Mallick, Bani K.; Baladandayuthapani, Veera Efficient Bayesian regularization for graphical model selection. (English) Zbl 1416.62317 Bayesian Anal. 14, No. 2, 449-476 (2019). MSC: 62H20 62F15 62P10 PDFBibTeX XMLCite \textit{S. Kundu} et al., Bayesian Anal. 14, No. 2, 449--476 (2019; Zbl 1416.62317) Full Text: DOI Euclid
Song, Joon Jin; Mallick, Bani Hierarchical Bayesian models for predicting spatially correlated curves. (English) Zbl 1415.62071 Statistics 53, No. 1, 196-209 (2019). Reviewer: Krzysztof Piasecki (Poznań) MSC: 62M30 62C10 62P10 65C05 PDFBibTeX XMLCite \textit{J. J. Song} and \textit{B. Mallick}, Statistics 53, No. 1, 196--209 (2019; Zbl 1415.62071) Full Text: DOI
Zoh, Roger S.; Sarkar, Abhra; Carroll, Raymond J.; Mallick, Bani K. A powerful Bayesian test for equality of means in high dimensions. (English) Zbl 1409.62122 J. Am. Stat. Assoc. 113, No. 524, 1733-1741 (2018). MSC: 62H15 62F15 62P10 PDFBibTeX XMLCite \textit{R. S. Zoh} et al., J. Am. Stat. Assoc. 113, No. 524, 1733--1741 (2018; Zbl 1409.62122) Full Text: DOI Link
Sarkar, Abhra; Pati, Debdeep; Chakraborty, Antik; Mallick, Bani K.; Carroll, Raymond J. Bayesian semiparametric multivariate density deconvolution. (English) Zbl 1398.62083 J. Am. Stat. Assoc. 113, No. 521, 401-416 (2018). MSC: 62G07 62F15 62H25 62J07 PDFBibTeX XMLCite \textit{A. Sarkar} et al., J. Am. Stat. Assoc. 113, No. 521, 401--416 (2018; Zbl 1398.62083) Full Text: DOI arXiv Link
Payne, Richard D.; Mallick, Bani K. Two-stage Metropolis-Hastings for tall data. (English) Zbl 1391.62120 J. Classif. 35, No. 1, 29-51 (2018). MSC: 62H30 62F15 PDFBibTeX XMLCite \textit{R. D. Payne} and \textit{B. K. Mallick}, J. Classif. 35, No. 1, 29--51 (2018; Zbl 1391.62120) Full Text: DOI arXiv Link
Zhang, Lin; Sarkar, Abhra; Mallick, Bani K. Bayesian sparse covariance decomposition with a graphical structure. (English) Zbl 1342.62039 Stat. Comput. 26, No. 1-2, 493-510 (2016). MSC: 62F15 62H12 62J07 62A09 PDFBibTeX XMLCite \textit{L. Zhang} et al., Stat. Comput. 26, No. 1--2, 493--510 (2016; Zbl 1342.62039) Full Text: DOI
Baladandayuthapani, Veerabhadran; Talluri, Rajesh; Ji, Yuan; Coombes, Kevin R.; Lu, Yiling; Hennessy, Bryan T.; Davies, Michael A.; Mallick, Bani K. Bayesian sparse graphical models for classification with application to protein expression data. (English) Zbl 1303.62057 Ann. Appl. Stat. 8, No. 3, 1443-1468 (2014). MSC: 62P10 62H30 62F15 62A09 PDFBibTeX XMLCite \textit{V. Baladandayuthapani} et al., Ann. Appl. Stat. 8, No. 3, 1443--1468 (2014; Zbl 1303.62057) Full Text: DOI arXiv Euclid
Chakraborty, Sounak; Ghosh, Malay; Mallick, Bani K. Bayesian nonlinear regression for large \(p\) small \(n\) problems. (English) Zbl 1238.62076 J. Multivariate Anal. 108, 28-40 (2012). MSC: 62J02 62F15 62H99 46N30 65C40 62C12 68T05 62P99 65C60 PDFBibTeX XMLCite \textit{S. Chakraborty} et al., J. Multivariate Anal. 108, 28--40 (2012; Zbl 1238.62076) Full Text: DOI
Chakraborty, Sounak; Ghosh, Malay; Mallick, Bani K. Comment on article by Polson and Scott. (English) Zbl 1330.62246 Bayesian Anal. 6, No. 1, 25-29 (2011). MSC: 62H30 62C10 62J07 65C05 PDFBibTeX XMLCite \textit{S. Chakraborty} et al., Bayesian Anal. 6, No. 1, 25--29 (2011; Zbl 1330.62246) Full Text: Euclid
Lobach, Iryna; Mallick, Bani; Carroll, Raymond J. Semiparametric Bayesian analysis of gene-environment interactions with error in measurement of environmental covariates and missing genetic data. (English) Zbl 1245.62149 Stat. Interface 4, No. 3, 305-315 (2011). MSC: 62P10 62G05 62F15 92D10 65C40 65C60 92C50 PDFBibTeX XMLCite \textit{I. Lobach} et al., Stat. Interface 4, No. 3, 305--315 (2011; Zbl 1245.62149) Full Text: DOI
Xun, Xiaolei; Mallick, Bani; Carroll, Raymond J.; Kuchment, Peter A Bayesian approach to the detection of small low emission sources. (English) Zbl 1228.62035 Inverse Probl. 27, No. 11, Article ID 115009, 11 p. (2011). MSC: 62F15 62P12 65C40 PDFBibTeX XMLCite \textit{X. Xun} et al., Inverse Probl. 27, No. 11, Article ID 115009, 11 p. (2011; Zbl 1228.62035) Full Text: DOI arXiv Link
Ryu, Duchwan; Li, Erning; Mallick, Bani K. Bayesian nonparametric regression analysis of data with random effects covariates from longitudinal measurements. (English) Zbl 1217.62054 Biometrics 67, No. 2, 454-466 (2011). MSC: 62G08 62P10 62F15 62J12 65C60 PDFBibTeX XMLCite \textit{D. Ryu} et al., Biometrics 67, No. 2, 454--466 (2011; Zbl 1217.62054) Full Text: DOI
Dhavala, Soma S.; Datta, Sujay; Mallick, Bani K.; Carroll, Raymond J.; Khare, Sangeeta; Lawhon, Sara D.; Adams, L. Garry Bayesian modeling of MPSS data: gene expression analysis of bovine salmonella infection. (English) Zbl 1390.62251 J. Am. Stat. Assoc. 105, No. 491, 956-967 (2010). MSC: 62P10 62F15 62G99 PDFBibTeX XMLCite \textit{S. S. Dhavala} et al., J. Am. Stat. Assoc. 105, No. 491, 956--967 (2010; Zbl 1390.62251) Full Text: DOI
Sinha, Samiran; Mallick, Bani K.; Kipnis, Victor; Carroll, Raymond J. Semiparametric Bayesian analysis of nutritional epidemiology data in the presence of measurement error. (English) Zbl 1192.62092 Biometrics 66, No. 2, 444-454 (2010). MSC: 62F15 62G05 92C50 62P10 65C60 62N02 PDFBibTeX XMLCite \textit{S. Sinha} et al., Biometrics 66, No. 2, 444--454 (2010; Zbl 1192.62092) Full Text: DOI Link
Dey, Dipak K. (ed.); Ghosh, Samiran (ed.); Mallick, Bani K. (ed.) Bayesian modeling in bioinformatics. (English) Zbl 1201.62124 Chapman & Hall/CRC Biostatistics Series 34. Boca Raton, FL: CRC Press (ISBN 978-1-4200-7017-0/hbk; 978-0-367-38365-7/pbk; 978-1-4200-7018-7/ebook). xxv, 440 p. (2010). MSC: 62P10 62F15 92C50 92C40 92C42 62-06 92-06 PDFBibTeX XMLCite \textit{D. K. Dey} (ed.) et al., Bayesian modeling in bioinformatics. Boca Raton, FL: CRC Press (2010; Zbl 1201.62124) Full Text: DOI
Fu, Wenjiang J.; Mallick, Bani; Carroll, Raymond J. Why do we observe misclassification errors smaller than the Bayes error? (English) Zbl 1186.62086 J. Stat. Comput. Simulation 79, No. 5, 717-722 (2009). MSC: 62H30 62F15 65C05 PDFBibTeX XMLCite \textit{W. J. Fu} et al., J. Stat. Comput. Simulation 79, No. 5, 717--722 (2009; Zbl 1186.62086) Full Text: DOI
Bae, Kyounghwa; Mallick, Bani K.; Elsik, Christine G. Prediction of protein interdomain linker regions by a nonstationary hidden Markov model. (English) Zbl 1205.62160 J. Am. Stat. Assoc. 103, No. 483, 1085-1099 (2008). MSC: 62P10 PDFBibTeX XMLCite \textit{K. Bae} et al., J. Am. Stat. Assoc. 103, No. 483, 1085--1099 (2008; Zbl 1205.62160) Full Text: DOI
Baladandayuthapani, Veerabhadran; Mallick, Bani K.; Hong, Mee Young; Lupton, Joanne R.; Turner, Nancy D.; Carroll, Raymond J. Bayesian hierarchical spatially correlated functional data analysis with application to colon carcinogenesis. (English) Zbl 1274.62715 Biometrics 64, No. 1, 64-73 (2008). MSC: 62P10 PDFBibTeX XMLCite \textit{V. Baladandayuthapani} et al., Biometrics 64, No. 1, 64--73 (2008; Zbl 1274.62715) Full Text: DOI Link
Chakraborty, Sounak; Mallick, Bani K.; Ghosh, Debashis; Ghosh, Malay; Dougherty, Edward Gene expression-based glioma classification using hierarchical Bayesian vector machines. (English) Zbl 1193.62187 Sankhyā 69, No. 3, 514-547 (2007). MSC: 62P10 62F15 62H30 92C50 68T05 PDFBibTeX XMLCite \textit{S. Chakraborty} et al., Sankhyā 69, No. 3, 514--547 (2007; Zbl 1193.62187)
Wang, Xiaohui; Ray, Shubhankar; Mallick, Bani K. Bayesian curve classification using wavelets. (English) Zbl 1469.62291 J. Am. Stat. Assoc. 102, No. 479, 962-973 (2007). MSC: 62H30 62F15 62R10 PDFBibTeX XMLCite \textit{X. Wang} et al., J. Am. Stat. Assoc. 102, No. 479, 962--973 (2007; Zbl 1469.62291) Full Text: DOI
Ryu, Duchwan; Sinha, Debajyoti; Mallick, Bani; Lipsitz, Stuart R.; Lipshultz, Steven E. Longitudinal studies with outcome-dependent follow-up: models and Bayesian regression. (English) Zbl 1469.62379 J. Am. Stat. Assoc. 102, No. 479, 952-961 (2007). MSC: 62P10 62G08 PDFBibTeX XMLCite \textit{D. Ryu} et al., J. Am. Stat. Assoc. 102, No. 479, 952--961 (2007; Zbl 1469.62379) Full Text: DOI
Song, J. J.; Ghosh, M.; Miaou, S.; Mallick, B. Bayesian multivariate spatial models for roadway traffic crash mapping. (English) Zbl 1124.91052 J. Multivariate Anal. 97, No. 1, 246-273 (2006). Reviewer: Sergei V. Rogosin (Minsk) MSC: 91B72 62C10 65C05 65C40 62P25 PDFBibTeX XMLCite \textit{J. J. Song} et al., J. Multivariate Anal. 97, No. 1, 246--273 (2006; Zbl 1124.91052) Full Text: DOI
Mallick, Bani K.; Ghosh, Debashis; Ghosh, Malay Bayesian classification of tumours by using gene expression data. (English) Zbl 1069.62100 J. R. Stat. Soc., Ser. B, Stat. Methodol. 67, No. 2, 219-234 (2005). MSC: 62P10 62F15 62H30 92C50 46N30 PDFBibTeX XMLCite \textit{B. K. Mallick} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 67, No. 2, 219--234 (2005; Zbl 1069.62100) Full Text: DOI Link
Lee, Kyeong Eun; Mallick, Bani K. Bayesian methods for variable selection in survival models with application to DNA microarray data. (English) Zbl 1192.62083 Sankhyā 66, No. 4, 756-778 (2004). MSC: 62F15 62P10 62N02 92C50 65C40 PDFBibTeX XMLCite \textit{K. E. Lee} and \textit{B. K. Mallick}, Sankhyā 66, No. 4, 756--778 (2004; Zbl 1192.62083)
Kim, Hyoung-Moon; Mallick, Bani K. A Bayesian prediction using the skew Gaussian distribution. (English) Zbl 1038.62027 J. Stat. Plann. Inference 120, No. 1-2, 85-101 (2004). MSC: 62F15 62M20 62M30 62M40 65C40 62P12 PDFBibTeX XMLCite \textit{H.-M. Kim} and \textit{B. K. Mallick}, J. Stat. Plann. Inference 120, No. 1--2, 85--101 (2004; Zbl 1038.62027) Full Text: DOI
Holmes, C. C.; Mallick, B. K. Generalized nonlinear modeling with multivariate free-knot regression splines. (English) Zbl 1041.62059 J. Am. Stat. Assoc. 98, No. 462, 352-368 (2003). MSC: 62J12 62J02 62F15 62G08 62H12 PDFBibTeX XMLCite \textit{C. C. Holmes} and \textit{B. K. Mallick}, J. Am. Stat. Assoc. 98, No. 462, 352--368 (2003; Zbl 1041.62059) Full Text: DOI
Mallick, Bani; Hoffman, F. Owen; Carroll, Raymond J. Semiparametric regression modeling with mixtures of Berkson and classical error, with application to fallout from the Nevada test site. (English) Zbl 1209.62078 Biometrics 58, No. 1, 13-20 (2002). MSC: 62G08 62F15 62P10 92C50 PDFBibTeX XMLCite \textit{B. Mallick} et al., Biometrics 58, No. 1, 13--20 (2002; Zbl 1209.62078) Full Text: DOI
Mallick, B. K.; Denison, D. G. T.; Gangopadhyay, A. K. A Bayesian curve fitting approach to power spectrum estimation. (English) Zbl 1011.62101 J. Nonparametric Stat. 14, No. 1-2, 141-153 (2002). MSC: 62M15 62F15 PDFBibTeX XMLCite \textit{B. K. Mallick} et al., J. Nonparametric Stat. 14, No. 1--2, 141--153 (2002; Zbl 1011.62101) Full Text: DOI
Denison, David G. T.; Holmes, Christopher C.; Mallick, Bani K.; Smith, Adrian F. M. Bayesian methods for nonlinear classification and regression. (English) Zbl 0994.62019 Wiley Series in Probability and Statistics. Chichester: Wiley. ix, 269 p. (2002). Reviewer: Joseph Melamed (Los Angeles) MSC: 62F15 62J02 62-02 62H30 62J12 PDFBibTeX XMLCite \textit{D. G. T. Denison} et al., Bayesian methods for nonlinear classification and regression. Chichester: Wiley (2002; Zbl 0994.62019)
Mallick, Bani K.; Denison, David G. T.; Smith, Adrian F. M. Bayesian survival analysis using a MARS model. (English) Zbl 1059.62529 Biometrics 55, No. 4, 1071-1077 (1999). MSC: 62F15 62N01 65C40 PDFBibTeX XMLCite \textit{B. K. Mallick} et al., Biometrics 55, No. 4, 1071--1077 (1999; Zbl 1059.62529) Full Text: DOI
Walker, Stephen; Mallick, Bani K. A Bayesian semiparametric accelerated failure time model. (English) Zbl 1059.62531 Biometrics 55, No. 2, 477-483 (1999). MSC: 62F15 62N05 65C40 PDFBibTeX XMLCite \textit{S. Walker} and \textit{B. K. Mallick}, Biometrics 55, No. 2, 477--483 (1999; Zbl 1059.62531) Full Text: DOI
Kuo, Lynn; Mallick, Bani Variable selection for regression models. (English) Zbl 0972.62016 Sankhyā, Ser. B 60, No. 1, 65-81 (1998). MSC: 62F15 62J05 62F07 65C40 62J12 PDFBibTeX XMLCite \textit{L. Kuo} and \textit{B. Mallick}, Sankhyā, Ser. B 60, No. 1, 65--81 (1998; Zbl 0972.62016)
Mallick, Bani. K. Bayesian curve estimation by polynomial of random order. (English) Zbl 1067.62530 J. Stat. Plann. Inference 70, No. 1, 91-109 (1998). MSC: 62G08 62F15 65C40 PDFBibTeX XMLCite \textit{Bani. K. Mallick}, J. Stat. Plann. Inference 70, No. 1, 91--109 (1998; Zbl 1067.62530) Full Text: DOI
Denison, David G. T.; Mallick, Bani K.; Smith, Adrian F. M. A Bayesian CART algorithm. (English) Zbl 1048.62502 Biometrika 85, No. 2, 363-377 (1998). MSC: 62F15 62H30 65C60 65C40 PDFBibTeX XMLCite \textit{D. G. T. Denison} et al., Biometrika 85, No. 2, 363--377 (1998; Zbl 1048.62502) Full Text: DOI
Gelfand, Alan E.; Mallick, Bani K. Bayesian analysis of proportional hazards models built from monotone functions. (English) Zbl 0868.62028 Biometrics 51, No. 3, 843-852 (1995). MSC: 62F15 62P10 PDFBibTeX XMLCite \textit{A. E. Gelfand} and \textit{B. K. Mallick}, Biometrics 51, No. 3, 843--852 (1995; Zbl 0868.62028) Full Text: DOI