Brian Neelon

Generating author description...

All published works

Action	Title	Year	Authors
+	A Novel Bayesian Spatio‐Temporal Surveillance Metric to Predict Emerging Infectious Disease Areas of High Disease Risk	2024	J.H. Kim Andrew Lawson Brian Neelon Jeffrey E. Korte Jan M. Eberth Gerardo Chowell
+	A Bayesian beta-binomial piecewise growth mixture model for longitudinal overdispersed binomial data	2024	Chun‐Che Wen Nathaniel L. Baker Rajib Paul Elizabeth G. Hill Kelly J. Hunt Hong Li Kevin M. Gray Brian Neelon
+	A Marginalized Zero‐Inflated Negative Binomial Model for Spatial Data: Modeling COVID‐19 Deaths in Georgia	2024	Fedelis Mutiso John L. Pearce Sara E. Benjamin‐Neelon Noel T. Mueller Hong Li Brian Neelon
+ PDF Chat	SpaceANOVA: Spatial Co-occurrence Analysis of Cell Types in Multiplex Imaging Data Using Point Process and Functional ANOVA	2024	Souvik Seal Brian Neelon Peggi M. Angel Elizabeth C. O’Quinn Elizabeth G. Hill Thao Vu Debashis Ghosh Anand S. Mehta Kristin Wallace Alexander V. Alekseyenko
+	A Bayesian zero‐inflated beta‐binomial model for longitudinal data with group‐specific changepoints	2023	Chun‐Che Wen Nathaniel L. Baker Rajib Paul Elizabeth G. Hill Kelly J. Hunt Hong Li Kevin M. Gray Brian Neelon
+	Bayesian kernel machine regression for count data: modelling the association between social vulnerability and COVID-19 deaths in South Carolina	2023	Fedelis Mutiso Hongli Li John L. Pearce Sara E. Benjamin‐Neelon Noel T. Mueller Brian Neelon
+ PDF Chat	Evaluation of Bayesian spatiotemporal infectious disease models for prospective surveillance analysis	2023	Joanne Kim Andrew Lawson Brian Neelon Jeffrey E. Korte Jan M. Eberth Gerardo Chowell
+ PDF Chat	SpaceANOVA: Spatial co-occurrence analysis of cell types in multiplex imaging data using point process and functional ANOVA	2023	Souvik Seal Brian Neelon Peggi M. Angel Elizabeth C. O’Quinn Elizabeth G. Hill Thao Vu Debashis Ghosh Anand S. Mehta Kristin Wallace Alexander V. Alekseyenko
+	Bayesian negative binomial regression with spatially varying dispersion: Modeling COVID-19 incidence in Georgia	2022	Fedelis Mutiso John L. Pearce Sara E. Benjamin‐Neelon Noel T. Mueller Hong Li Brian Neelon
+	A multivariate spatiotemporal model for tracking COVID-19 incidence and death rates in socially vulnerable populations	2022	Brian Neelon Chun‐Che Wen Sara E. Benjamin‐Neelon
+ PDF Chat	A Bayesian Multivariate Mixture Model for Spatial Transcriptomics Data	2021	Carter Allen Yuzhou Chang Brian Neelon Won Chang Hang J. Kim Zihai Li Qin Ma Dongjun Chung
+ PDF Chat	Spatial and temporal trends in social vulnerability and COVID-19 incidence and death rates in the United States	2021	Brian Neelon Fedelis Mutiso Noel T. Mueller John L. Pearce Sara E. Benjamin‐Neelon
+ PDF Chat	Associations Between Governor Political Affiliation and COVID-19 Cases, Deaths, and Testing in the U.S.	2021	Brian Neelon Fedelis Mutiso Noel T. Mueller John L. Pearce Sara E. Benjamin‐Neelon
+ PDF Chat	Propensity score matching for multilevel spatial data: accounting for geographic confounding in health disparity studies	2021	Melanie Davis Brian Neelon Paul J. Nietert Lane F. Burgette Kelly J. Hunt Andrew Lawson Leonard E. Egede
+	Associations between governor political affiliation and COVID-19 cases, deaths, and testing in the United States	2020	Brian Neelon Fedelis Mutiso Noel T. Mueller John L. Pearce Sara E. Benjamin‐Neelon
+	A Bayesian hierarchical change point model with parameter constraints	2020	Hong Li Andreana Benitez Brian Neelon
+	Spatial and temporal trends in social vulnerability and COVID-19 incidence and death rates in the United States	2020	Brian Neelon Fedelis Mutiso Noel T. Mueller John L. Pearce Sara E. Benjamin‐Neelon
+	A Bayesian multivariate mixture model for skewed longitudinal data with intermittent missing observations: An application to infant motor development	2020	Carter Allen Sara E. Benjamin‐Neelon Brian Neelon
+	Analysis of racial differences in hospital stays in the presence of geographic confounding	2019	Melanie Davis Brian Neelon Paul J. Nietert Lane F. Burgette Kelly J. Hunt Andrew Lawson Leonard E. Egede
+	Two-Part Models for Zero-Modified Count and Semicontinuous Data	2019	Brian Neelon A. James O’Malley
+	Bayesian Zero-Inflated Negative Binomial Regression Based on Pólya-Gamma Mixtures	2018	Brian Neelon
+ PDF Chat	Addressing geographic confounding through spatial propensity scores: a study of racial disparities in diabetes	2017	Melanie Davis Brian Neelon Paul J. Nietert Kelly J. Hunt Lane F. Burgette Andrew Lawson Leonard E. Egede
+ PDF Chat	Marginalized mixture models for count data from multiple source populations	2017	Habtamu Benecha Brian Neelon Kimon Divaris John S. Preisser
+	Two parts are better than one: modeling marginal means of semicontinuous data	2017	Valerie A. Smith Brian Neelon Matthew L. Maciejewski John S. Preisser
+	Two-Part Models for Zero-Modified Count and Semicontinuous Data	2017	Brian Neelon A. James O’Malley
+	Modeling zero‐modified count and semicontinuous data in health services research Part 1: background and overview	2016	Brian Neelon A. James O’Malley Valerie A. Smith
+	Modeling zero‐modified count and semicontinuous data in health services research part 2: case studies	2016	Brian Neelon A. James O’Malley Valerie A. Smith
+	The LZIP: A Bayesian Latent Factor Model for Correlated Zero-Inflated Counts	2016	Brian Neelon Dongjun Chung
+	Spatial Data Analysis for Health Services Research	2016	Brian Neelon
+	A marginalized two-part model for longitudinal semicontinuous data	2015	Valerie A. Smith Brian Neelon John S. Preisser Matthew L. Maciejewski
+ PDF Chat	Evaluation of treatment efficacy using a Bayesian mixture piecewise linear model of longitudinal biomarkers	2015	Lili Zhao Feng Dai Brian Neelon Marc Buyse
+ PDF Chat	Bayesian two-part spatial models for semicontinuous data with application to emergency department expenditures	2015	Brian Neelon Li Zhu Sara E. Benjamin Neelon
+ PDF Chat	Evaluation of treatment efficacy using a Bayesian mixture piecewise linear model of longitudinal biomarkers	2015	Lili Zhao Dai Feng Brian Neelon Marc Buyse
+	A marginalized two‐part model for semicontinuous data	2014	Valerie A. Smith John S. Preisser Brian Neelon Matthew L. Maciejewski
+	Likelihood-Based Random-Effect Meta-Analysis of Binary Events	2014	Anup Amatya Dulal K. Bhaumik Sharon‐Lise T. Normand Joel B. Greenhouse Eloise Kaizar Brian Neelon Robert D. Gibbons
+ PDF Chat	A Multivariate Spatial Mixture Model for Areal Data: Examining Regional Differences in Standardized Test Scores	2014	Brian Neelon Alan E. Gelfand Marie Lynn Miranda
+	Spatiotemporal hurdle models for zero-inflated count data: Exploring trends in emergency department visits	2014	Brian Neelon Howard H. Chang Qiang Ling Nicole S Hastings
+	Latent Factor and Latent Class Models to Accommodate Heterogeneity, Using Structural Equation	2014	A. James O’Malley Brian Neelon
+	Exercises and Solutions in Statistical Theory	2013	Lawrence L. Kupper Brian Neelon Sean M. O'Brien
+ PDF Chat	Bayesian Latent Factor Regression for Functional and Longitudinal Data	2012	Silvia Montagna Surya T. Tokdar Brian Neelon David B. Dunson
+ PDF Chat	Meta-Analysis of Rare Binary Adverse Event Data	2012	Dulal K. Bhaumik Anup Amatya Sharon‐Lise T. Normand Joel B. Greenhouse Eloise Kaizar Brian Neelon Robert D. Gibbons
+	A spatial bivariate probit model for correlated binary data with application to adverse birth outcomes	2012	Brian Neelon Rebecca Anthopolos Marie Lynn Miranda
+ PDF Chat	A Bayesian model for repeated measures zero-inflated count data with application to outpatient psychiatric service use	2010	Brian Neelon A. James O’Malley Sharon‐Lise T. Normand
+	Bayesian Analysis Using Power Priors with Application to Pediatric Quality of Care	2010	Brian Neelon A. James O’Malley
+ PDF Chat	Bayesian Isotonic Regression and Trend Analysis	2004	Brian Neelon David B. Dunson
+ PDF Chat	Bayesian Inference on Order‐Constrained Parameters in Generalized Linear Models	2003	David B. Dunson Brian Neelon
+ PDF Chat	Bayesian Inference on Order-Constrained Parameters in Generalized Linear Models	2003	David B. Dunson Brian Neelon

Common Coauthors

Coauthor	Papers Together
Sara E. Benjamin‐Neelon	9
A. James O’Malley	7
John L. Pearce	7
Fedelis Mutiso	7
Noel T. Mueller	7
Kelly J. Hunt	5
Valerie A. Smith	5
Hong Li	5
Andrew Lawson	5
David B. Dunson	4
John S. Preisser	4
Elizabeth G. Hill	4
Paul J. Nietert	3
Leonard E. Egede	3
Melanie Davis	3
Sharon‐Lise T. Normand	3
Chun‐Che Wen	3
Matthew L. Maciejewski	3
Lane F. Burgette	3
Gerardo Chowell	2
Alexander V. Alekseyenko	2
Anup Amatya	2
Anand Mehta	2
Rajib Paul	2
Dulal K. Bhaumik	2
Elizabeth C. O’Quinn	2
Robert D. Gibbons	2
Joel B. Greenhouse	2
Peggi M. Angel	2
Thao Vu	2
Kristin Wallace	2
Marie Lynn Miranda	2
Jeffrey E. Korte	2
Jan M. Eberth	2
Souvik Seal	2
Nathaniel L. Baker	2
Kevin M. Gray	2
Carter Allen	2
Dongjun Chung	2
Marc Buyse	2
Lili Zhao	2
Eloise Kaizar	2
Debashis Ghosh	2
Alan E. Gelfand	1
Qiang Ling	1
Qin Ma	1
Silvia Montagna	1
Kimon Divaris	1
Sean M. O'Brien	1
Hang J. Kim	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Bayesian Measures of Model Complexity and Fit	2002	David J. Spiegelhalter Nicola Best Bradley P. Carlin Angelika van der Linde	12
+	Specification and testing of some modified count data models	1986	John Mullahy	10
+ PDF Chat	Deviance information criteria for missing data models	2006	Gilles Celeux Florence Forbes Caroline Robert D. M. Titterington	10
+	Zero-Inflated Poisson Regression, with an Application to Defects in Manufacturing	1992	Diane Lambert	10
+	Bayesian image restoration, with two applications in spatial statistics	1991	Julian Besag Jeremy York Annie Molli�	9
+ PDF Chat	Bias in 2-part mixed models for longitudinal semicontinuous data	2009	Li Su Brian D. M. Tom Vernon T. Farewell	9
+ PDF Chat	Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables	2013	Nicholas G. Polson James G. Scott Jesse Windle	9
+	Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory	2010	Sumio Watanabe	8
+	Bayesian Zero-Inflated Negative Binomial Regression Based on Pólya-Gamma Mixtures	2018	Brian Neelon	8
+	A Two-Part Random-Effects Model for Semicontinuous Longitudinal Data	2001	Maren K. Olsen Joseph L. Schafer	8
+ PDF Chat	Likelihood Ratio Tests for Model Selection and Non-Nested Hypotheses	1989	Quang Vuong	7
+	Zero‐Altered and other Regression Models for Count Data with Added Zeros	1994	David C. Heilbron	7
+ PDF Chat	A Bayesian model for repeated measures zero-inflated count data with application to outpatient psychiatric service use	2010	Brian Neelon A. James O’Malley Sharon‐Lise T. Normand	7
+	POSTERIOR PREDICTIVE ASSESSMENT OF MODEL FITNESS VIA REALIZED DISCREPANCIES	1996	Andrew Gelman Xiao‐Li Meng Hal S. Stern	7
+	None	2000	David J. Lunn Andrew C. Thomas Nicky Best David J. Spiegelhalter	7
+	Analysis of repeated measures data with clumping at zero	2002	Janet A. Tooze Gary K. Grunwald Richard H. Jones	6
+	Reversible jump Markov chain Monte Carlo computation and Bayesian model determination	1995	Peter J. Green	6
+	A class of distributions which includes the normal ones	1985	Adelchi Azzalini	6
+	Bayes Factors	1995	Robert E. Kass Adrian E. Raftery	6
+	Sampling-Based Approaches to Calculating Marginal Densities	1990	Alan E. Gelfand A. F. M. Smith	6
+ PDF Chat	A flexible two-part random effects model for correlated medical costs	2009	Lei Liu Robert L. Strawderman Mark E. Cowen Ya‐Chen Tina Shih	6
+ PDF Chat	Marginalized zero‐inflated negative binomial regression with application to dental caries	2015	John S. Preisser Kalyan Das D. Leann Long Kimon Divaris	6
+ PDF Chat	Bayesian negative binomial regression for differential expression with confounding factors	2018	Siamak Zamani Dadaneh Mingyuan Zhou Xiaoning Qian	6
+ PDF Chat	Generalized modeling approaches to risk adjustment of skewed outcomes data	2005	Willard G. Manning Anirban Basu John Mullahy	6
+ PDF Chat	Evaluating the Accuracy of Sampling-Based Approaches to the Calculation of Posterior Moments	1992	John Geweke	5
+	Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations	2009	Håvard Rue Sara Martino Nicolás Chopin	5
+	Spatial Interaction and the Statistical Analysis of Lattice Systems	1974	Julian Besag	5
+ PDF Chat	Random effect models for repeated measures of zero-inflated count data	2005	Yongyi Min Alan Agresti	5
+ PDF Chat	Review and Recommendations for Zero-Inflated Count Regression Modeling of Dental Caries Indices in Epidemiological Studies	2012	John S. Preisser J.W. Stamm D. Leann Long M.E. Kincade	5
+	Zero‐Inflated Poisson and Binomial Regression with Random Effects: A Case Study	2000	Daniel B. Hall	5
+	A marginalized two‐part model for semicontinuous data	2014	Valerie A. Smith John S. Preisser Brian Neelon Matthew L. Maciejewski	5
+	The Intrinsic Bayes Factor for Model Selection and Prediction	1996	James O. Berger Luis R. Pericchi	5
+	Modeling Uncertainty in Latent Class Membership: A Case Study in Criminology	1999	Kathryn Roeder Kevin G. Lynch Daniel S. Nagin	5
+ PDF Chat	Modelling count data with overdispersion and spatial effects	2006	Susanne Gschlößl Claudia Czado	5
+	Predicting costs over time using Bayesian Markov chain Monte Carlo methods: an application to early inflammatory polyarthritis	2006	Nicola J. Cooper Paul C. Lambert Keith R. Abrams Alex J. Sutton	5
+ PDF Chat	Bivariate Zero-Inflated Regression for Count Data: A Bayesian Approach with Application to Plant Counts	2010	Anandamayee Majumdar Corinna Gries	5
+	Bayesian Model Choice: Asymptotics and Exact Calculations	1994	Alan E. Gelfand Dipak K. Dey	5
+	Assessing differential impacts of COVID-19 on black communities	2020	Gregorio A. Millett Austin Jones David Benkeser Stefan Baral Laina D. Mercer Chris Beyrer Brian Honermann Elise Lankiewicz Leandro Mena Jeffrey S. Crowley	5
+	Bayesian analysis of zero-inflated regression models	2004	Sujit K. Ghosh Pabak Mukhopadhyay Jye‐Chyi Lu	5
+ PDF Chat	Use of log‐skew‐normal distribution in analysis of continuous data with a discrete component at zero	2008	High Seng Chai Kent R. Bailey	5
+	The Impact of Social Vulnerability on COVID-19 in the U.S.: An Analysis of Spatially Varying Relationships	2020	Ibraheem M. Karaye Jennifer A. Horney	5
+	Bayesian Analysis of Zero-Inflated Distributions	2003	Josemar Rodrigues	4
+	The k‐ZIG: Flexible Modeling for Zero‐Inflated Counts	2012	Souparno Ghosh Alan E. Gelfand Kai Zhu James S. Clark	4
+	A Method for Analyzing Longitudinal Outcomes with Many Zeros	2004	Haiyi Xie Gregory J. McHugo Anjana Sengupta Robin E. Clark Robert E. Drake	4
+	Bayesian Inference for a Two-Part Hierarchical Model	2006	Min Zhang Robert L. Strawderman Mark E. Cowen Martin T. Wells	4
+ PDF Chat	A marginalized zero‐inflated Poisson regression model with overall exposure effects	2014	D. Leann Long John S. Preisser Amy H. Herring Carol E. Golin	4
+	Growth Curve Models for Zero-Inflated Count Data: An Application to Smoking Behavior	2007	Hui Liu	4
+	Structured additive regression for overdispersed and zero-inflated count data	2006	Ludwig Fahrmeir Leyre Osuna Echavarría	4
+	Spatiotemporal hurdle models for zero-inflated count data: Exploring trends in emergency department visits	2014	Brian Neelon Howard H. Chang Qiang Ling Nicole S Hastings	4
+ PDF Chat	Estimating overall exposure effects for zero-inflated regression models with application to dental caries	2011	Jeffrey M. Albert Wei Wang Suchitra Nelson	4