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1

A GENERALIZED LINEAR MIXED MODEL FOR LONGITUDINAL BINARY DATA WITH A MARGINAL LOGIT LINK FUNCTION

Michael Parzen, Souparno Ghosh, Stuart Lipsitz, Debajyoti Sinha, Garrett M. Fitzmaurice, Bani K. Mallick and Joseph G. Ibrahim

Journal:

The Annals of Applied Statistics

Year:

2011

Language:

english

File:

PDF, 1.46 MB

english, 2011

2

Bayesian Nonparametric Regression Analysis of Data with Random Effects Covariates from Longitudinal Measurements

Duchwan Ryu, Erning Li, Bani K. Mallick

Journal:

Year:

2011

Language:

english

File:

PDF, 619 KB

english, 2011

3

Parameter Estimation of Partial Differential Equation Models

Xun, Xiaolei, Cao, Jiguo, Mallick, Bani, Maity, Arnab, Carroll, Raymond J.

Journal:

Journal of the American Statistical Association

Year:

2013

Language:

english

File:

PDF, 1004 KB

english, 2013

4

Mixtures of skewed Kalman filters

Kim, Hyoung-Moon, Ryu, Duchwan, Mallick, Bani K., Genton, Marc G.

Journal:

Journal of Multivariate Analysis

Year:

2014

Language:

english

File:

PDF, 926 KB

english, 2014

5

Moments of random vectors with skew t distribution and their quadratic forms

Hyoung-Moon Kim, Bani K. Mallick

Journal:

Statistics & Probability Letters

Year:

2003

Language:

english

File:

PDF, 202 KB

english, 2003

6

Bayesian Curve Classification Using Wavelets

Xiaohui Wang, Shubhankar Ray and Bani K. Mallick

Journal:

Journal of the American Statistical Association

Year:

2007

Language:

english

File:

PDF, 1.57 MB

english, 2007

7

Large-Scale Inverse Problems and Quantification of Uncertainty (Biegler/Large-Scale Inverse Problems and Quantification of Uncertainty) || Surrogate and Reduced-Order Modeling: A Comparison of Approaches for Large-Scale Statistical Inverse Problems

Biegler, Lorenz, Biros, George, Ghattas, Omar, Heinkenschloss, Matthias, Keyes, David, Mallick, Bani, Marzouk, Youssef, Tenorio, Luis, van Bloemen Waanders, Bart, Willcox, Karen

Year:

2010

Language:

english

File:

PDF, 1.30 MB

english, 2010

8

A hierarchical Bayesian spatio-temporal model for extreme precipitation events

Souparno Ghosh, Bani K. Mallick

Journal:

Year:

2011

Language:

english

File:

PDF, 377 KB

english, 2011

9

A Bayesian Semiparametric Accelerated Failure Time Model

Stephen Walker, Bani K. Mallick

Journal:

Year:

1999

Language:

english

File:

PDF, 608 KB

english, 1999

10

Bayesian Semiparametric Inference for the Accelerated Failure-Time Model

Lynn Kuo and Bani Mallick

Journal:

Canadian Journal of Statistics

Year:

1997

Language:

english

File:

PDF, 836 KB

english, 1997

11

Bayesian Analysis || Variable Selection for Regression Models

Lynn Kuo and Bani Mallick

Journal:

Sankhyā: The Indian Journal of Statistics, Series B (1960-2002)

Year:

1998

Language:

english

File:

PDF, 1.69 MB

english, 1998

12

Bayesian Uncertainty Quantification for Subsurface Inversion Using a Multiscale Hierarchical Model

Mondal, Anirban, Mallick, Bani, Efendiev, Yalchin, Datta-Gupta, Akhil

Journal:

Year:

2014

Language:

english

File:

PDF, 850 KB

english, 2014

13

Adaptive Bayesian Nonstationary Modeling for Large Spatial Datasets Using Covariance Approximations

Konomi, Bledar A., Sang, Huiyan, Mallick, Bani K.

Journal:

Journal of Computational and Graphical Statistics

Year:

2014

Language:

english

File:

PDF, 976 KB

english, 2014

14

[Lecture Notes in Statistics] Nonlinear Estimation and Classification Volume 171 || The Boosting Approach to Machine Learning: An Overview

Denison, David D., Hansen, Mark H., Holmes, Christopher C., Mallick, Bani, Yu, Bin

Year:

2003

Language:

english

File:

PDF, 2.51 MB

english, 2003

15

Spatially Adaptive Bayesian Penalized Regression Splines (P-splines)

Veerabhadran Baladandayuthapani, Bani K. Mallick and Raymond J. Carroll

Journal:

Journal of Computational and Graphical Statistics

Year:

2005

Language:

english

File:

PDF, 1.24 MB

english, 2005

16

Large-Scale Inverse Problems and Quantification of Uncertainty (Biegler/Large-Scale Inverse Problems and Quantification of Uncertainty) || A Primer of Frequentist and Bayesian Inference in Inverse Problems

Biegler, Lorenz, Biros, George, Ghattas, Omar, Heinkenschloss, Matthias, Keyes, David, Mallick, Bani, Marzouk, Youssef, Tenorio, Luis, van Bloemen Waanders, Bart, Willcox, Karen

Year:

2010

Language:

english

File:

PDF, 770 KB

english, 2010

17

Bayesian Semiparametric Multivariate Density Deconvolution

Sarkar, Abhra, Pati, Debdeep, Chakraborty, Antik, Mallick, Bani K., Carroll, Raymond J.

Journal:

Journal of the American Statistical Association

Year:

2017

Language:

english

File:

PDF, 10.03 MB

english, 2017

18

Comment on Article by Chkrebtii, Campbell, Calderhead, and Girolami

Mallick, Bani K., Yang, Keren, Guha, Nilabja, Efendiev, Yalchin

Journal:

Bayesian Analysis

Year:

2016

Language:

english

File:

PDF, 125 KB

english, 2016

19

Comment on article by Polson and Scott

Mallick, Bani K., Chakraborty, Sounak, Ghosh, Malay

Journal:

Bayesian Analysis

Year:

2011

Language:

english

File:

PDF, 207 KB

english, 2011

20

Efficient Bayesian Regularization for Graphical Model Selection

Kundu, Suprateek, Mallick, Bani K., Baladandayuthapani, Veera

Journal:

Bayesian Analysis

Year:

2018

Language:

english

File:

PDF, 788 KB

english, 2018

21

Large-Scale Inverse Problems and Quantification of Uncertainty (Biegler/Large-Scale Inverse Problems and Quantification of Uncertainty) || Using the Ensemble Kalman Filter for History Matching and Uncertainty Quantification of Complex Reservoir Models

Biegler, Lorenz, Biros, George, Ghattas, Omar, Heinkenschloss, Matthias, Keyes, David, Mallick, Bani, Marzouk, Youssef, Tenorio, Luis, van Bloemen Waanders, Bart, Willcox, Karen

Year:

2010

File:

PDF, 12.76 MB

2010

22

Semiparametric errors-in-variables models A Bayesian approach

Bani K. Mallick, Alan E. Gelfand

Journal:

Journal of Statistical Planning and Inference

Year:

1996

Language:

english

File:

PDF, 865 KB

english, 1996

23

A physics informed emulator for laser-driven radiating shock simulations

Ryan G. McClarren, D. Ryu, R. Paul Drake, Michael Grosskopf, Derek Bingham, Chuan-Chih Chou, Bruce Fryxell, Bart van der Holst, James Paul Holloway, Carolyn C. Kuranz, Bani Mallick, Erica Rutter, Ben

Journal:

Reliability Engineering & System Safety

Year:

2011

Language:

english

File:

PDF, 1.90 MB

english, 2011

24

Predictive modeling of a radiative shock system

James Paul Holloway, Derek Bingham, Chuan-Chih Chou, Forrest Doss, R. Paul Drake, Bruce Fryxell, Michael Grosskopf, Bart van der Holst, Bani K. Mallick, Ryan McClarren, Ashin Mukherjee, Vijay Nair, Ke

Journal:

Reliability Engineering & System Safety

Year:

2011

Language:

english

File:

PDF, 1.22 MB

english, 2011

25

Corrigendum to: “Moments of random vectors with skew distribution and their quadratic forms” [Statist. Probab. Lett. 63 (2003) 417–423]

Hyoung-Moon Kim, Bani K. Mallick

Journal:

Statistics & Probability Letters

Year:

2009

Language:

english

File:

PDF, 231 KB

english, 2009

26

A note on Bayesian spatial prediction using the elliptical distribution

Hyoung-Moon Kim, Bani K. Mallick

Journal:

Statistics & Probability Letters

Year:

2003

Language:

english

File:

PDF, 211 KB

english, 2003

27

A Bayesian semiparametric transformation model incorporating frailties

Bani K. Mallick, Stephen Walker

Journal:

Journal of Statistical Planning and Inference

Year:

2003

Language:

english

File:

PDF, 174 KB

english, 2003

28

A Bayesian prediction using the skew Gaussian distribution

Hyoung-Moon Kim, Bani K. Mallick

Journal:

Journal of Statistical Planning and Inference

Year:

2004

Language:

english

File:

PDF, 1.34 MB

english, 2004

29

Bayesian curve estimation by polynomial of random order

Bani.K. Mallick

Journal:

Journal of Statistical Planning and Inference

Year:

1998

Language:

english

File:

PDF, 771 KB

english, 1998

30

Modified Markov Chain Monte Carlo Method for

Yalchin Efendiev, Akhil Datta-Gupta, Xianlin Ma, Bani Mallick

Journal:

Mathematical Geosciences

Year:

2008

Language:

english

File:

PDF, 835 KB

english, 2008

31

A Bayesian method for identifying independent sources of non-random spatial patterns

Feng Zhang, Bani Mallick, Zhujun Weng

Journal:

Statistics and Computing

Year:

2005

Language:

english

File:

PDF, 465 KB

english, 2005

32

Hierarchical Generalized Linear Models and Frailty Models with Bayesian Nonparametric Mixing

Stephen G. Walker, Bani K. Mallick

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

1997

Language:

english

File:

PDF, 382 KB

english, 1997

33

Bayesian Survival Analysis Using A Mars Model

Bani K. Mallick, David G. T. Denison, Adrian F. M. Smith

Journal:

Year:

1999

Language:

english

File:

PDF, 721 KB

english, 1999

34

Semiparametric Regression Modeling with Mixtures of Berkson and Classical Error, with Application to Fallout from the Nevada Test Site

Bani Mallick, F. Owen Hoffman, Raymond J. Carroll

Journal:

Year:

2002

Language:

english

File:

PDF, 921 KB

english, 2002

35

Bayesian classification of tumours by using gene expression data

Bani K. Mallick, Debashis Ghosh, Malay Ghosh

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2005

Language:

english

File:

PDF, 146 KB

english, 2005

36

Functional clustering by Bayesian wavelet methods

Shubhankar Ray, Bani Mallick

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2006

Language:

english

File:

PDF, 639 KB

english, 2006

37

Bayesian Hierarchical Spatially Correlated Functional Data Analysis with Application to Colon Carcinogenesis

Veerabhadran Baladandayuthapani, Bani K. Mallick, Mee Young Hong, Joanne R. Lupton, Nancy D. Turner, Raymond J. Carroll

Journal:

Year:

2008

Language:

english

File:

PDF, 326 KB

english, 2008

38

Semiparametric Bayesian Analysis of Nutritional Epidemiology Data in the Presence of Measurement Error

Samiran Sinha, Bani K. Mallick, Victor Kipnis, Raymond J. Carroll

Journal:

Year:

2010

Language:

english

File:

PDF, 278 KB

english, 2010

39

A Note on the Scale Parameter of the Dirichlet Process

Stephen G. Walker and Bani K. Mallick

Journal:

Canadian Journal of Statistics

Year:

1997

Language:

english

File:

PDF, 465 KB

english, 1997

40

Bayesian nonlinear regression for large small problems

Sounak Chakraborty, Malay Ghosh, Bani K. Mallick

Journal:

Journal of Multivariate Analysis

Year:

2012

Language:

english

File:

PDF, 513 KB

english, 2012

41

A Bayesian approach to the detection of small low emission sources

Xun, Xiaolei, Mallick, Bani, Carroll, Raymond J, Kuchment, Peter

Journal:

Inverse Problems

Year:

2011

Language:

english

File:

PDF, 466 KB

english, 2011

42

Generalized linear models with unknown link functions

MALLICK, BANI K., GELFAND, ALAN E.

Journal:

Year:

1994

Language:

english

File:

PDF, 533 KB

english, 1994

43

Hyperspectral remote sensing of plant biochemistry using Bayesian model averaging with variable and band selection

Zhao, Kaiguang, Valle, Denis, Popescu, Sorin, Zhang, Xuesong, Mallick, Bani

Journal:

Remote Sensing of Environment

Year:

2013

Language:

english

File:

PDF, 1.01 MB

english, 2013

44

Why do we observe misclassification errors smaller than the Bayes error?

Fu, Wenjiang J., Mallick, Bani, Carroll, Raymond J.

Journal:

Journal of Statistical Computation and Simulation

Year:

2009

Language:

english

File:

PDF, 211 KB

english, 2009

45

Sea Surface Temperature Modeling using Radial Basis Function Networks With a Dynamically Weighted Particle Filter

Ryu, Duchwan, Liang, Faming, Mallick, Bani K.

Journal:

Journal of the American Statistical Association

Year:

2013

Language:

english

File:

PDF, 1.64 MB

english, 2013

46

An adaptive spatial model for precipitation data from multiple satellites over large regions

Chakraborty, Avishek, De, Swarup, Bowman, Kenneth P., Sang, Huiyan, Genton, Marc G., Mallick, Bani K.

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 2.67 MB

english, 2015

47

Transcriptomes and shRNA Suppressors in a TP53 Allele-Specific Model of Early-Onset Colon Cancer in African Americans

Weige, C. C., Birtwistle, M. R., Mallick, H., Yi, N., Berrong, Z., Cloessner, E., Duff, K., Tidwell, J., Clendenning, M., Wilkerson, B., Farrell, C., Bunz, F., Ji, H., Shtutman, M., Creek, K. E., Bani

Journal:

Molecular Cancer Research

Year:

2014

Language:

english

File:

PDF, 835 KB

english, 2014

48

A Bayesian CART Algorithm

David G. T. Denison, Bani K. Mallick and Adrian F. M. Smith

Journal:

Year:

1998

Language:

english

File:

PDF, 1.12 MB

english, 1998

49

Generalized Linear Models with Unknown Link Functions

Bani K. Mallick and Alan E. Gelfand

Journal:

Year:

1994

Language:

english

File:

PDF, 1.06 MB

english, 1994

50

Combining Information from Several Experiments with Nonparameter Priors

Bani K. Mallick and Stephen G. Walker

Journal:

Year:

1997

Language:

english

File:

PDF, 862 KB

english, 1997