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1

Bayesian Multivariate Logistic Regression

Sean M. O'Brien, David B. Dunson

Journal:

Year:

2004

Language:

english

File:

PDF, 169 KB

english, 2004

2

Bayesian Hierarchical Functional Data Analysis via Contaminated Informative Priors

Bruno Scarpa and David B. Dunson

Journal:

Year:

2009

Language:

english

File:

PDF, 1.25 MB

english, 2009

3

Improving Risk Assessment: Research Opportunities in Dose Response Modeling to Improve Risk Assessment

Zeise, Lauren, Hattis, Dale, Andersen, Mel, Bailer, A. John, Bayard, Steve, Chen, Chao, Clewell, Harvey, Conolly, Rory, Crump, Kenny, Dunson, David

Journal:

Human and Ecological Risk Assessment An International Journal

Year:

2002

Language:

english

File:

PDF, 212 KB

english, 2002

4

Bayesian density regression

David B. Dunson, Natesh Pillai, Ju-Hyun Park

Journal:

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

Year:

2007

Language:

english

File:

PDF, 832 KB

english, 2007

5

Likelihood of conception with a single act of intercourse: providing benchmark rates for assessment of post-coital contraceptives

Allen J. Wilcox, David B. Dunson, Clarice R. Weinberg, James Trussell, Donna Day Baird

Journal:

Year:

2001

Language:

english

File:

PDF, 110 KB

english, 2001

6

Bayesian Nonparametric Inference on Stochastic Ordering

David B. Dunson and Shyamal D. Peddada

Journal:

Year:

2008

Language:

english

File:

PDF, 1.81 MB

english, 2008

7

Incorporating heterogeneous intercourse records into time to pregnancy models

Dunson, David B.

Journal:

Mathematical Population Studies

Year:

2003

Language:

english

File:

PDF, 167 KB

english, 2003

8

Generalized Dynamic Factor Models for Mixed-Measurement Time Series

Cui, Kai, Dunson, David B.

Journal:

Journal of Computational and Graphical Statistics

Year:

2014

Language:

english

File:

PDF, 1.25 MB

english, 2014

9

Nonparametric Bayesian Segmentation of a Multivariate Inhomogeneous Space-Time Poisson Process

Ding, Mingtao, He, Lihan, Dunson, David, Carin, Lawrence

Journal:

Bayesian Analysis

Year:

2012

Language:

english

File:

PDF, 2.15 MB

english, 2012

10

Exploiting Big Data in Logistics Risk Assessment via Bayesian Nonparametrics

Shang, Yan, Dunson, David, Song, Jing-Sheng

Journal:

Operations Research

Year:

2017

Language:

english

File:

PDF, 616 KB

english, 2017

11

Bayesian Functional Data Modeling for Heterogeneous Volatility

Zhu, Bin, Dunson, David B.

Journal:

Bayesian Analysis

Year:

2017

Language:

english

File:

PDF, 1.68 MB

english, 2017

12

Robust Bayesian inference via coarsening

Miller, Jeffrey W., Dunson, David B.

Journal:

Journal of the American Statistical Association

Year:

2018

Language:

english

File:

PDF, 4.41 MB

english, 2018

13

Bayesian methods for searching for optimal rules for timing intercourse to achieve pregnancy

Bruno Scarpa, David B. Dunson

Journal:

Statistics in Medicine

Year:

2007

Language:

english

File:

PDF, 164 KB

english, 2007

14

A Bayesian Approach for Joint Modeling of Cluster Size and Subunit-Specific Outcomes

David B. Dunson, Zhen Chen, Jean Harry

Journal:

Year:

2003

Language:

english

File:

PDF, 198 KB

english, 2003

15

Bayesian Modeling of Incidence and Progression of Disease from Cross-Sectional Data

David B. Dunson, Donna D. Baird

Journal:

Year:

2002

Language:

english

File:

PDF, 1.02 MB

english, 2002

16

Random Effects Selection in Linear Mixed Models

Zhen Chen, David B. Dunson

Journal:

Year:

2003

Language:

english

File:

PDF, 177 KB

english, 2003

17

Bayesian Semiparametric Dynamic Frailty Models for Multiple Event Time Data

Michael L. Pennell, David B. Dunson

Journal:

Year:

2006

Language:

english

File:

PDF, 363 KB

english, 2006

18

High-Dimensional Variable Selection in Meta-Analysis for Censored Data

Fei Liu, David Dunson, Fei Zou

Journal:

Year:

2011

Language:

english

File:

PDF, 176 KB

english, 2011

19

Modeling of changes in tumor burden

David B. Dunson

Journal:

Journal of Agricultural, Biological, and Environmental Statistics

Year:

2001

Language:

english

File:

PDF, 173 KB

english, 2001

20

High cumulative incidence of uterine leiomyoma in black and white women: Ultrasound evidence

Donna Day Baird, David B. Dunson, Michael C. Hill, Deborah Cousins, Joel M. Schectman

Journal:

American Journal of Obstetrics and Gynecology

Year:

2003

Language:

english

File:

PDF, 324 KB

english, 2003

21

Are Chinese people really more fertile?

Joseph B. Stanford, Rafael T. Mikolajczyk, David B. Dunson

Journal:

Fertility and Sterility

Year:

2010

Language:

english

File:

PDF, 39 KB

english, 2010

22

Bayesian Latent Factor Regression for Functional and Longitudinal Data

Silvia Montagna, Surya T. Tokdar, Brian Neelon, David B. Dunson

Journal:

Year:

2012

Language:

english

File:

PDF, 699 KB

english, 2012

23

Bayesian Gaussian Copula Factor Models for Mixed Data

Murray, Jared S., Dunson, David B., Carin, Lawrence, Lucas, Joseph E.

Journal:

Journal of the American Statistical Association

Year:

2013

Language:

english

File:

PDF, 352 KB

english, 2013

24

Deep Learning with Hierarchical Convolutional Factor Analysis

Chen, Bo, Polatkan, Gungor, Sapiro, Guillermo, Blei, David, Dunson, David, Carin, Lawrence

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2013

Language:

english

File:

PDF, 1.41 MB

english, 2013

25

[Lecture Notes in Statistics] Random Effect and Latent Variable Model Selection Volume 192 || Bayesian Model Selection in Factor Analytic Models

Dunson, David B.

Year:

2008

Language:

english

File:

PDF, 263 KB

english, 2008

26

[Lecture Notes in Statistics] Random Effect and Latent Variable Model Selection Volume 192 || A Unified Approach to Two-Level Structural Equation Models and Linear Mixed Effects Models

Dunson, David B.

Year:

2008

Language:

english

File:

PDF, 421 KB

english, 2008

27

Latent Stick-Breaking Processes

Rodríguez, Abel, Dunson, David B., Gelfand, Alan E.

Journal:

Journal of the American Statistical Association

Year:

2010

Language:

english

File:

PDF, 708 KB

english, 2010

28

Analysis of space–time relational data with application to legislative voting

Salazar, Esther, Dunson, David B., Carin, Lawrence

Journal:

Computational Statistics & Data Analysis

Year:

2013

Language:

english

File:

PDF, 1.66 MB

english, 2013

29

Estimation of Order-Restricted Means from Correlated Data

Shyamal D. Peddada, David B. Dunson and Xiaofeng Tan

Journal:

Year:

2005

Language:

english

File:

PDF, 1.25 MB

english, 2005

30

Some Issues in Assessing Human Fertility

Clarice R. Weinberg and David B. Dunson

Journal:

Journal of the American Statistical Association

Year:

2000

Language:

english

File:

PDF, 736 KB

english, 2000

31

Bayesian Multivariate Logistic Regression

Sean M. O'Brien and David B. Dunson

Journal:

Year:

2004

Language:

english

File:

PDF, 1.55 MB

english, 2004

32

Fixed and Random Effects Selection in Linear and Logistic Models

Satkartar K. Kinney and David B. Dunson

Journal:

Year:

2007

Language:

english

File:

PDF, 1.64 MB

english, 2007

33

Multichannel Electrophysiological Spike Sorting via Joint Dictionary Learning and Mixture Modeling

Carlson, David E., Vogelstein, Joshua T., Qisong Wu,, Wenzhao Lian,, Mingyuan Zhou,, Stoetzner, Colin R., Kipke, Daryl, Weber, Douglas, Dunson, David B., Carin, Lawrence

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2014

Language:

english

File:

PDF, 929 KB

english, 2014

34

[IEEE 2013 18th International Conference on Digital Signal Processing (DSP) - Fira, Santorini, Greece (2013.07.1-2013.07.3)] 2013 18th International Conference on Digital Signal Processing (DSP) - Bayesian crack detection in ultra high resolution multimodal images of paintings

Cornelis, Bruno, Yang, Yun, Vogelstein, Joshua T., Dooms, Ann, Daubechies, Ingrid, Dunson, David

Year:

2013

Language:

english

File:

PDF, 8.10 MB

english, 2013

35

Bayesian Spatial Quantile Regression

Reich, Brian J., Fuentes, Montserrat, Dunson, David B.

Journal:

Journal of the American Statistical Association

Year:

2011

Language:

english

File:

PDF, 786 KB

english, 2011

36

Uterine Leiomyomata in Relation to Insulin-like Growth Factor–I, Insulin, and Diabetes

Donna D. Baird, Greg Travlos, Ralph Wilson, David B. Dunson, Michael C. Hill, Aimee A. D'Aloisio, Stephanie J. London and Joel M. Schectman

Journal:

Year:

2009

Language:

english

File:

PDF, 1.14 MB

english, 2009

37

Methodologic and Statistical Approaches to Studying Human Fertility and Environmental Exposure

Candace Tingen, Joseph B. Stanford and David B. Dunson

Journal:

Environmental Health Perspectives

Year:

2004

Language:

english

File:

PDF, 1.99 MB

english, 2004

38

Bayesian nonparametric functional data analysis through density estimation

ABEL RODRÍGUEZ, DAVID B. DUNSON and ALAN E. GELFAND

Journal:

Year:

2009

File:

PDF, 1.51 MB

2009

39

Wood-inhabiting fungi with tight associations with other species have declined as a response to forest management

Abrego, Nerea, Dunson, David, Halme, Panu, Salcedo, Isabel, Ovaskainen, Otso

Journal:

Year:

2016

Language:

english

File:

PDF, 472 KB

english, 2016

40

Spatio-Temporal Modeling of Legislation and Votes

Wang, Eric, Salazar, Esther, Dunson, David, Carin, Lawrence

Journal:

Bayesian Analysis

Year:

2013

Language:

english

File:

PDF, 1002 KB

english, 2013

41

Nonparametric Bayesian models through probit stick-breaking processes

Rodríguez, Abel, Dunson, David B.

Journal:

Bayesian Analysis

Year:

2011

Language:

english

File:

PDF, 483 KB

english, 2011

42

Toward Automated Prior Choice

Dunson, David B.

Journal:

Statistical Science

Year:

2017

Language:

english

File:

PDF, 51 KB

english, 2017

43

Bayesian Inference and Testing of Group Differences in Brain Networks

Durante, Daniele, Dunson, David B.

Journal:

Bayesian Analysis

Year:

2016

Language:

english

File:

PDF, 2.56 MB

english, 2016

44

Symmetric Bilinear Regression for Signal Subgraph Estimation

Wang, Lu, Zhang, Zhengwu, Dunson, David B.

Journal:

IEEE Transactions on Signal Processing

Year:

2019

Language:

english

File:

PDF, 6 KB

english, 2019

45

A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels

Norberg, Anna, Abrego, Nerea, Blanchet, F. Guillaume, Adler, Frederick R., Anderson, Barbara J., Anttila, Jani, Araújo, Miguel B., Dallas, Tad, Dunson, David, Elith, Jane, Foster, Scott D., Fox, Richa

Journal:

Ecological Monographs

Year:

2019

Language:

english

File:

PDF, 602 KB

english, 2019

46

Common and individual structure of brain networks

Wang, Lu, Zhang, Zhengwu, Dunson, David

Journal:

The Annals of Applied Statistics

Year:

2019

Language:

english

File:

PDF, 1.22 MB

english, 2019

47

Projected t-SNE for batch correction

Aliverti, Emanuele, Tilson, Jeff, Filer, Dayne L, Babcock, Benjamin, Colaneri, Alejandro, Ocasio, Jennifer, Gershon, Timothy R, Wilhelmsen, Kirk C, Dunson, David B, Wren, Jonathan

Journal:

Year:

2020

Language:

english

File:

PDF, 3.67 MB

english, 2020

48

Bayesian Factor Analysis for Inference on Interactions

Ferrari, Federico, Dunson, David B.

Journal:

Journal of the American Statistical Association

Year:

2020

Language:

english

File:

PDF, 1003 KB

english, 2020

49

Estimating densities with non-linear support by using Fisher-Gaussian kernels

Mukhopadhyay, Minerva, Li, Didong, Dunson, David B.

Journal:

Journal of the Royal Statistical Society Series B (Methodological)

Year:

2020

File:

PDF, 1.37 MB

2020

50

Accounting for unreported and missing intercourse in human fertility studies

David B. Dunson, Clarice R. Weinberg

Journal:

Statistics in Medicine

Year:

2000

Language:

english

File:

PDF, 126 KB

english, 2000