Edit Profile (opens in new tab) Kottas, Athanasios Co-Author Distance Author ID: kottas.athanasios Published as: Kottas, Athanasios Documents Indexed: 45 Publications since 1999 Co-Authors: 54 Co-Authors with 42 Joint Publications 1,158 Co-Co-Authors all top 5 Co-Authors 3 single-authored 7 Gelfand, Alan Enoch 7 Sansó, Bruno 5 DeYoreo, Maria 4 Fronczyk, Kassandra 4 Heiner, Matthew 3 Richardson, Robert 3 Taddy, Matthew A. 2 Cadonna, Annalisa 2 Fellingham, Gilbert W. 2 Krnjajić, Milovan 2 Prado, Raquel 2 Zheng, Xiaotian 1 Adamidis, Konstantinos 1 Aitkin, Murray A. 1 Arbel, Julyan 1 Bayarri, Maria J. 1 Behseta, Sam 1 Berger, James Orvis 1 Branco, Márcia D’Elia 1 Branscum, Adam J. 1 Cafeo, John A. 1 Clarke, Bertrand S. 1 Draper, David 1 Duan, Jason A. 1 Gelman, Andrew 1 Hanson, Timothy E. 1 Hartman, Brian M. 1 Holt, Gregory E. 1 Kárný, Miroslav 1 Kennedy, Marc C. 1 Kim, Hyotae 1 Kolossiatis, Michalis 1 Lin, Chin-Hsu 1 Loukas, Sotiris 1 MacEachern, Steven N. 1 Munch, Stephan 1 Nipoti, Bernardo 1 Paddock, Susan M. 1 Parmigiani, Giovanni 1 Paulo, Rui 1 Perron, François 1 Polak, Julia 1 Poynor, Valerie 1 Robert, Christian P. 1 Rodríguez, Abel 1 Rousseau, Judith 1 Sacks, Jerome 1 Savitsky, Terrance D. 1 Scott, James G. 1 Tokdar, Surya T. 1 Trippa, Lorenzo 1 Tu, Jian 1 Wang, Ziwei 1 Xiao, Sai all top 5 Serials 7 Journal of the American Statistical Association 6 Bayesian Analysis 5 Statistics and Computing 3 Biometrics 3 Journal of Computational and Graphical Statistics 2 Scandinavian Journal of Statistics 2 Annals of the Institute of Statistical Mathematics 2 Journal of Statistical Planning and Inference 2 Computational Statistics and Data Analysis 2 The Annals of Applied Statistics 1 Biometrical Journal 1 Insurance Mathematics & Economics 1 Statistics & Probability Letters 1 Journal of Time Series Analysis 1 Lifetime Data Analysis 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of the Royal Statistical Society. Series C. Applied Statistics 1 Methodology and Computing in Applied Probability 1 Statistical Methods and Applications 1 Journal of Business and Economic Statistics 1 Journal of Agricultural, Biological, and Environmental Statistics all top 5 Fields 45 Statistics (62-XX) 10 Probability theory and stochastic processes (60-XX) 6 Numerical analysis (65-XX) 2 Biology and other natural sciences (92-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Geophysics (86-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 36 Publications have been cited 487 times in 359 Documents Cited by ▼ Year ▼ Bayesian nonparametric spatial modeling with Dirichlet process mixing. Zbl 1117.62342 Gelfand, Alan E.; Kottas, Athanasios; Maceachern, Steven N. 101 2005 Bayesian semiparametric median regression modeling. Zbl 1051.62038 Kottas, Athanasios; Gelfand, Alan E. 70 2001 Bayesian semiparametric modelling in quantile regression. Zbl 1190.62053 Kottas, Athanasios; Krnjajić, Milovan 55 2009 A Bayesian nonparametric approach to inference for quantile regression. Zbl 1214.62045 Taddy, Matthew A.; Kottas, Athanasios 34 2010 Nonparametric Bayesian survival analysis using mixtures of Weibull distributions. Zbl 1079.62095 Kottas, Athanasios 28 2006 Bayesian semiparametric regression for median residual life. Zbl 1053.62049 Gelfand, Alan E.; Kottas, Athanasios 24 2003 Mixture modeling for marked Poisson processes. Zbl 1330.62200 Taddy, Matthew A.; Kottas, Athanasios 17 2012 Bayesian mixture modeling for spatial Poisson process intensities, with applications to extreme value analysis. Zbl 1114.62100 Kottas, Athanasios; Sansó, Bruno 16 2007 Nonparametric Bayesian modeling for stochastic order. Zbl 1003.62047 Gelfand, Alan E.; Kottas, Athanasios 12 2001 Predicting vehicle crashworthiness: validation of computer models for functional and hierarchical data. Zbl 1388.62382 Bayarri, M. J.; Berger, James O.; Kennedy, Marc C.; Kottas, Athanasios; Paulo, Rui; Sacks, Jerry; Cafeo, John A.; Lin, Chin-Hsu; Tu, Jian 12 2009 Modeling for seasonal marked point processes: an analysis of evolving hurricane occurrences. Zbl 1454.62284 Xiao, Sai; Kottas, Athanasios; Sansó, Bruno 12 2015 A nonparametric Bayesian modeling approach for cytogenetic dosimetry. Zbl 1210.62176 Kottas, Athanasios; Branco, Márcia D.; Gelfand, Alan E. 9 2002 Markov switching Dirichlet process mixture regression. Zbl 1330.62141 Kottas, Athanasios; Taddy, Matthew A. 9 2009 Bayesian nonparametric predictive modeling of group health claims. Zbl 1308.91080 Fellingham, Gilbert W.; Kottas, Athanasios; Hartman, Brian M. 9 2015 Bayesian mixture modeling for spectral density estimation. Zbl 1380.62237 Cadonna, Annalisa; Kottas, Athanasios; Prado, Raquel 8 2017 Modelling stochastic order in the analysis of receiver operating characteristic data: Bayesian non-parametric approaches. Zbl 1366.62219 Hanson, Timothy E.; Kottas, Athanasios; Branscum, Adam J. 7 2008 Modeling disease incidence data with spatial and spatio temporal Dirichlet process mixtures. Zbl 1442.62456 Kottas, Athanasios; Duan, Jason A.; Gelfand, Alan E. 7 2008 Modeling for dynamic ordinal regression relationships: an application to estimating maturity of rockfish in California. Zbl 1398.62089 DeYoreo, Maria; Kottas, Athanasios 7 2018 A fully nonparametric modeling approach to binary regression. Zbl 1334.62035 DeYoreo, Maria; Kottas, Athanasios 6 2015 Structured priors for sparse probability vectors with application to model selection in Markov chains. Zbl 1430.62194 Heiner, Matthew; Kottas, Athanasios; Munch, Stephan 5 2019 Bayesian nonparametric modeling for multivariate ordinal regression. Zbl 07498968 DeYoreo, Maria; Kottas, Athanasios 5 2018 A Bayesian nonparametric Markovian model for non-stationary time series. Zbl 1384.62287 DeYoreo, Maria; Kottas, Athanasios 4 2017 Modeling variability order: A semiparametric Bayesian approach. Zbl 1011.62031 Kottas, Athanasios; Gelfand, Alan E. 4 2001 Bayesian spectral modeling for multiple time series. Zbl 1428.62386 Cadonna, Annalisa; Kottas, Athanasios; Prado, Raquel 4 2019 Bayesian nonparametric modeling for comparison of single-neuron firing intensities. Zbl 1187.62056 Kottas, Athanasios; Behseta, Sam 3 2010 Parametric and nonparametric Bayesian model specification: a case study involving models for count data. Zbl 1452.62225 Krnjajić, Milovan; Kottas, Athanasios; Draper, David 3 2008 Bayesian semiparametric modeling and inference with mixtures of symmetric distributions. Zbl 1322.62024 Kottas, Athanasios; Fellingham, Gilbert W. 3 2012 A Bayesian nonparametric modeling framework for developmental toxicity studies. Zbl 1368.62275 Fronczyk, Kassandra; Kottas, Athanasios 3 2014 Flexible integro-difference equation modeling for spatio-temporal data. Zbl 1466.62183 Richardson, Robert; Kottas, Athanasios; Sansó, Bruno 3 2017 Bivariate distributions with Pearson type VII conditionals. Zbl 0941.62013 Kottas, Athanasios; Adamidis, Konstantinos; Loukas, Sotirios 1 1999 Bayesian non-parametric modeling for integro-difference equations. Zbl 1384.62299 Richardson, Robert; Kottas, Athanasios; Sansó, Bruno 1 2018 Assessing systematic risk in the S&P500 index between 2000 and 2011: a Bayesian nonparametric approach. Zbl 1416.62591 Rodríguez, Abel; Wang, Ziwei; Kottas, Athanasios 1 2017 Estimation and selection for high-order Markov chains with Bayesian mixture transition distribution models. Zbl 07546463 Heiner, Matthew; Kottas, Athanasios 1 2022 On construction and estimation of stationary mixture transition distribution models. Zbl 07546476 Zheng, Xiaotian; Kottas, Athanasios; Sansó, Bruno 1 2022 A Bayesian approach to the analysis of quantal bioassay studies using nonparametric mixture models. Zbl 1419.62351 Fronczyk, Kassandra; Kottas, Athanasios 1 2014 Autoregressive density modeling with the Gaussian process mixture transition distribution. Zbl 1484.60080 Kottas, Athanasios; Heiner, Matthew 1 2022 Estimation and selection for high-order Markov chains with Bayesian mixture transition distribution models. Zbl 07546463 Heiner, Matthew; Kottas, Athanasios 1 2022 On construction and estimation of stationary mixture transition distribution models. Zbl 07546476 Zheng, Xiaotian; Kottas, Athanasios; Sansó, Bruno 1 2022 Autoregressive density modeling with the Gaussian process mixture transition distribution. Zbl 1484.60080 Kottas, Athanasios; Heiner, Matthew 1 2022 Structured priors for sparse probability vectors with application to model selection in Markov chains. Zbl 1430.62194 Heiner, Matthew; Kottas, Athanasios; Munch, Stephan 5 2019 Bayesian spectral modeling for multiple time series. Zbl 1428.62386 Cadonna, Annalisa; Kottas, Athanasios; Prado, Raquel 4 2019 Modeling for dynamic ordinal regression relationships: an application to estimating maturity of rockfish in California. Zbl 1398.62089 DeYoreo, Maria; Kottas, Athanasios 7 2018 Bayesian nonparametric modeling for multivariate ordinal regression. Zbl 07498968 DeYoreo, Maria; Kottas, Athanasios 5 2018 Bayesian non-parametric modeling for integro-difference equations. Zbl 1384.62299 Richardson, Robert; Kottas, Athanasios; Sansó, Bruno 1 2018 Bayesian mixture modeling for spectral density estimation. Zbl 1380.62237 Cadonna, Annalisa; Kottas, Athanasios; Prado, Raquel 8 2017 A Bayesian nonparametric Markovian model for non-stationary time series. Zbl 1384.62287 DeYoreo, Maria; Kottas, Athanasios 4 2017 Flexible integro-difference equation modeling for spatio-temporal data. Zbl 1466.62183 Richardson, Robert; Kottas, Athanasios; Sansó, Bruno 3 2017 Assessing systematic risk in the S&P500 index between 2000 and 2011: a Bayesian nonparametric approach. Zbl 1416.62591 Rodríguez, Abel; Wang, Ziwei; Kottas, Athanasios 1 2017 Modeling for seasonal marked point processes: an analysis of evolving hurricane occurrences. Zbl 1454.62284 Xiao, Sai; Kottas, Athanasios; Sansó, Bruno 12 2015 Bayesian nonparametric predictive modeling of group health claims. Zbl 1308.91080 Fellingham, Gilbert W.; Kottas, Athanasios; Hartman, Brian M. 9 2015 A fully nonparametric modeling approach to binary regression. Zbl 1334.62035 DeYoreo, Maria; Kottas, Athanasios 6 2015 A Bayesian nonparametric modeling framework for developmental toxicity studies. Zbl 1368.62275 Fronczyk, Kassandra; Kottas, Athanasios 3 2014 A Bayesian approach to the analysis of quantal bioassay studies using nonparametric mixture models. Zbl 1419.62351 Fronczyk, Kassandra; Kottas, Athanasios 1 2014 Mixture modeling for marked Poisson processes. Zbl 1330.62200 Taddy, Matthew A.; Kottas, Athanasios 17 2012 Bayesian semiparametric modeling and inference with mixtures of symmetric distributions. Zbl 1322.62024 Kottas, Athanasios; Fellingham, Gilbert W. 3 2012 A Bayesian nonparametric approach to inference for quantile regression. Zbl 1214.62045 Taddy, Matthew A.; Kottas, Athanasios 34 2010 Bayesian nonparametric modeling for comparison of single-neuron firing intensities. Zbl 1187.62056 Kottas, Athanasios; Behseta, Sam 3 2010 Bayesian semiparametric modelling in quantile regression. Zbl 1190.62053 Kottas, Athanasios; Krnjajić, Milovan 55 2009 Predicting vehicle crashworthiness: validation of computer models for functional and hierarchical data. Zbl 1388.62382 Bayarri, M. J.; Berger, James O.; Kennedy, Marc C.; Kottas, Athanasios; Paulo, Rui; Sacks, Jerry; Cafeo, John A.; Lin, Chin-Hsu; Tu, Jian 12 2009 Markov switching Dirichlet process mixture regression. Zbl 1330.62141 Kottas, Athanasios; Taddy, Matthew A. 9 2009 Modelling stochastic order in the analysis of receiver operating characteristic data: Bayesian non-parametric approaches. Zbl 1366.62219 Hanson, Timothy E.; Kottas, Athanasios; Branscum, Adam J. 7 2008 Modeling disease incidence data with spatial and spatio temporal Dirichlet process mixtures. Zbl 1442.62456 Kottas, Athanasios; Duan, Jason A.; Gelfand, Alan E. 7 2008 Parametric and nonparametric Bayesian model specification: a case study involving models for count data. Zbl 1452.62225 Krnjajić, Milovan; Kottas, Athanasios; Draper, David 3 2008 Bayesian mixture modeling for spatial Poisson process intensities, with applications to extreme value analysis. Zbl 1114.62100 Kottas, Athanasios; Sansó, Bruno 16 2007 Nonparametric Bayesian survival analysis using mixtures of Weibull distributions. Zbl 1079.62095 Kottas, Athanasios 28 2006 Bayesian nonparametric spatial modeling with Dirichlet process mixing. Zbl 1117.62342 Gelfand, Alan E.; Kottas, Athanasios; Maceachern, Steven N. 101 2005 Bayesian semiparametric regression for median residual life. Zbl 1053.62049 Gelfand, Alan E.; Kottas, Athanasios 24 2003 A nonparametric Bayesian modeling approach for cytogenetic dosimetry. Zbl 1210.62176 Kottas, Athanasios; Branco, Márcia D.; Gelfand, Alan E. 9 2002 Bayesian semiparametric median regression modeling. Zbl 1051.62038 Kottas, Athanasios; Gelfand, Alan E. 70 2001 Nonparametric Bayesian modeling for stochastic order. Zbl 1003.62047 Gelfand, Alan E.; Kottas, Athanasios 12 2001 Modeling variability order: A semiparametric Bayesian approach. Zbl 1011.62031 Kottas, Athanasios; Gelfand, Alan E. 4 2001 Bivariate distributions with Pearson type VII conditionals. Zbl 0941.62013 Kottas, Athanasios; Adamidis, Konstantinos; Loukas, Sotirios 1 1999 all cited Publications top 5 cited Publications all top 5 Cited by 673 Authors 27 Kottas, Athanasios 18 Quintana, Fernando Andrés 15 Dunson, David Brian 11 Müller, Peter 9 Reich, Brian James 9 Walker, Stephen Grahm 8 Gelfand, Alan Enoch 7 Jara, Alejandro 7 Sansó, Bruno 6 Alhamzawi, Rahim 6 Hanson, Timothy E. 6 Meyer, Renate 6 Page, Garritt L. 6 Petrella, Lea 5 DeYoreo, Maria 5 Guindani, Michele 5 Yu, Keming 4 Bernardi, Mauro 4 Guglielmi, Alessandra 4 Mena, Ramsés H. 4 Porcu, Emilio 3 Argiento, Raffaele 3 Banerjee, Sudipto 3 Berger, James Orvis 3 Bissiri, Pier Giovanni 3 Cai, Yuzhi 3 Casarin, Roberto 3 Dahl, David B. 3 De Iorio, Maria 3 Fellingham, Gilbert W. 3 Fuentes, Montserrat 3 Ghosal, Subhashis 3 Gramacy, Robert B. 3 Gutiérrez, Luis Miguel 3 He, Xuming 3 Heaton, Matthew J. 3 Heiner, Matthew 3 Hong, Liang 3 Jeong, Jong-Hyeon 3 Jo, Seongil 3 Johnson, Wesley Orin 3 Jordan, Michael Irwin 3 Kirch, Claudia 3 Leisen, Fabrizio 3 Lian, Heng 3 Micheas, Athanasios Christou 3 Muliere, Pietro 3 Nieto-Barajas, Luis E. 3 Nipoti, Bernardo 3 Paulo, Rui 3 Pelenis, Justinas 3 Prado, Raquel 3 Reiter, Jerome P. 3 Richardson, Robert 3 Rigon, Tommaso 3 Rodríguez, Abel 3 Ruggiero, Matteo 3 Sacks, Jerome 3 Taylor, Jack A. 3 Wade, Sara 3 Yue, Yu Ryan 3 Zhang, Li 3 Zhou, Yong 2 Al-Labadi, Luai 2 Alegria, Alfredo 2 Aliverti, Emanuele 2 Antoniano-Villalobos, Isadora 2 Aslam, Muhammad 2 Bandyopadhyay, Dipankar 2 Barrientos, Andrés Felipe 2 Bayarri, Maria J. 2 Behseta, Sam 2 Beraha, Mario 2 Berrocal, Veronica J. 2 Blei, David M. 2 Bondell, Howard D. 2 Bottone, Marco 2 Burgette, Lane F. 2 Canale, Antonio 2 Cleanthous, Galatia 2 Corradin, Riccardo 2 Das, Priyam 2 de Carvalho, Miguel 2 Dorazio, Robert M. 2 Dortet-Bernadet, Jean-Luc 2 Fan, Yanan 2 Favaro, Stefano 2 Feroze, Navid 2 Fiecas, Mark B. 2 Franco-Pereira, Alba María 2 Fronczyk, Kassandra 2 Gamerman, Dani 2 García-Donato, Gonzalo 2 Griffin, Jim E. 2 Hartman, Brian M. 2 Herring, Amy H. 2 Hjort, Nils Lid 2 Hosseini, Fatemeh 2 Inácio de Carvalho, Vanda 2 Jantre, Sanket R. ...and 573 more Authors all top 5 Cited in 89 Serials 32 Computational Statistics and Data Analysis 24 Biometrics 22 Bayesian Analysis 21 The Annals of Applied Statistics 14 Statistics and Computing 13 Journal of Statistical Planning and Inference 10 Journal of the American Statistical Association 10 Journal of Statistical Computation and Simulation 9 Computational Statistics 9 Lifetime Data Analysis 8 Journal of Econometrics 8 Communications in Statistics. Simulation and Computation 8 Statistical Modelling 7 Statistical Methods and Applications 6 Biometrical Journal 6 Journal of Computational and Graphical Statistics 5 Scandinavian Journal of Statistics 5 Insurance Mathematics & Economics 5 Communications in Statistics. Theory and Methods 5 Journal of Applied Statistics 5 Electronic Journal of Statistics 4 Annals of the Institute of Statistical Mathematics 4 The Annals of Statistics 4 International Statistical Review 4 Journal of Multivariate Analysis 4 Statistics & Probability Letters 4 Statistical Science 4 Journal of Nonparametric Statistics 4 Journal of Agricultural, Biological, and Environmental Statistics 4 Sankhyā. Series B 3 Journal of Time Series Analysis 3 Bernoulli 3 Australian & New Zealand Journal of Statistics 3 Biostatistics 3 Journal of Statistical Theory and Practice 3 Sankhyā. Series A 2 The American Statistician 2 The Canadian Journal of Statistics 2 Statistics 2 Statistica Sinica 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Journal of the Royal Statistical Society. Series C. Applied Statistics 2 Applied Stochastic Models in Business and Industry 2 Journal of Systems Science and Complexity 2 North American Actuarial Journal 2 Statistical Methodology 2 Statistical Theory and Related Fields 1 Computer Methods in Applied Mechanics and Engineering 1 Indian Journal of Pure & Applied Mathematics 1 Journal of Computational Physics 1 Physica A 1 Psychometrika 1 International Journal for Numerical Methods in Engineering 1 Journal of Mathematical Psychology 1 Results in Mathematics 1 Journal of Classification 1 Econometric Reviews 1 International Journal of Approximate Reasoning 1 Journal of Economic Dynamics & Control 1 Machine Learning 1 European Journal of Operational Research 1 Test 1 Statistical Papers 1 Advances in Computational Mathematics 1 Doklady Mathematics 1 Soft Computing 1 Studies in Nonlinear Dynamics and Econometrics 1 Chaos 1 Extremes 1 Methodology and Computing in Applied Probability 1 Econometric Theory 1 Brazilian Journal of Probability and Statistics 1 Quantitative Finance 1 Proceedings of the National Academy of Sciences, India. Section A. Physical Sciences 1 Journal of Machine Learning Research (JMLR) 1 ASTIN Bulletin 1 Thai Journal of Mathematics 1 Inverse Problems in Science and Engineering 1 Journal of the Korean Statistical Society 1 Frontiers of Mathematics in China 1 Statistical Analysis and Data Mining 1 AStA. Advances in Statistical Analysis 1 Statistics Surveys 1 Journal of Business and Economic Statistics 1 Journal of Probability and Statistics 1 European Actuarial Journal 1 SIAM/ASA Journal on Uncertainty Quantification 1 Japanese Journal of Statistics and Data Science 1 Environmetrics all top 5 Cited in 16 Fields 349 Statistics (62-XX) 55 Numerical analysis (65-XX) 46 Probability theory and stochastic processes (60-XX) 25 Biology and other natural sciences (92-XX) 16 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 5 Computer science (68-XX) 5 Geophysics (86-XX) 3 Operations research, mathematical programming (90-XX) 3 Systems theory; control (93-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Fluid mechanics (76-XX) 1 Partial differential equations (35-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Relativity and gravitational theory (83-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year