Edit Profile (opens in new tab) Ntzoufras, Ioannis Compute Distance To: Compute Author ID: ntzoufras.ioannis Published as: Ntzoufras, Ioannis; Ntzoufras, I. External Links: MGP Documents Indexed: 40 Publications since 1997, including 1 Book 1 Contribution as Editor Co-Authors: 26 Co-Authors with 40 Joint Publications 308 Co-Co-Authors all top 5 Co-Authors 1 single-authored 10 Fouskakis, Dimitris 8 Dellaportas, Petros 7 Forster, Jonathan J. 6 Karlis, Dimitris 4 Kateri, Maria 3 Iliopoulos, George 3 Katsis, Athanassios 3 Perrakis, Konstantinos 3 Vitoratou, Silia 2 Charitidou, Efstratia 2 Draper, David 2 Moustaki, Irini 2 Tarantola, Claudia 1 Consonni, Guido 1 Drikos, Sotiris 1 Eleftheraki, Anastasia G. 1 Liseo, Brunero 1 Lupparelli, Monia 1 Lykou, Anastasia 1 Manasis, V. 1 Mavridis, Dimitris 1 Palaskas, Vasilis 1 Papastamoulis, Panagiotis 1 Repoussis, Panagiotis P. 1 Staerk, Christian 1 Tsionas, Efthymios G. all top 5 Serials 7 Statistics and Computing 5 Computational Statistics and Data Analysis 4 IMA Journal of Management Mathematics 4 Bayesian Analysis 2 The Canadian Journal of Statistics 2 Journal of Statistical Computation and Simulation 2 North American Actuarial Journal 1 Psychometrika 1 British Journal of Mathematical & Statistical Psychology 1 Journal of Statistical Planning and Inference 1 Metron 1 Statistical Science 1 Brazilian Journal of Probability and Statistics 1 Journal of Computational Methods in Sciences and Engineering 1 Electronic Journal of Statistics 1 The Annals of Applied Statistics all top 5 Fields 37 Statistics (62-XX) 15 Numerical analysis (65-XX) 5 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Operations research, mathematical programming (90-XX) 2 Computer science (68-XX) 1 General and overarching topics; collections (00-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 29 Publications have been cited 326 times in 257 Documents Cited by ▼ Year ▼ On Bayesian model and variable selection using MCMC. Zbl 1247.62086Dellaportas, Petros; Forster, Jonathan J.; Ntzoufras, Ioannis 71 2002 Bayesian modeling using WinBUGS. Zbl 1218.62015Ntzoufras, Ioannis 60 2009 Bayesian variable and link determination for generalised linear models. Zbl 1033.62026Ntzoufras, Ioannis; Dellaportas, Petros; Forster, Jonathan J. 29 2003 Bayesian modelling of football outcomes: using the Skellam’s distribution for the goal difference. Zbl 1169.91420Karlis, Dimitris; Ntzoufras, Ioannis 26 2009 Bayesian modelling of outstanding liabilities incorporating claim count uncertainty. Zbl 1084.62544Ntzoufras, Ioannis; Dellaportas, Petros 21 2002 Bayesian variable selection using cost-adjusted BIC, with application to cost-effective measurement of quality of health care. Zbl 1166.62082Fouskakis, D.; Ntzoufras, I.; Draper, D. 15 2009 Power-expected-posterior priors for variable selection in Gaussian linear models. Zbl 1335.62045Fouskakis, Dimitris; Ntzoufras, Ioannis; Draper, David 9 2015 Bayesian variable selection using the Gibbs sampler. Zbl 1026.62023Dellaportas, Petros; Forster, Jonathan J.; Ntzoufras, Ioannis 9 2000 Prior distributions for objective Bayesian analysis. Zbl 1407.62073Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis 9 2018 On the use of marginal posteriors in marginal likelihood estimation via importance sampling. Zbl 06984011Perrakis, Konstantinos; Ntzoufras, Ioannis; Tsionas, Efthymios G. 8 2014 Bayesian estimation of unrestricted and order-restricted association models for a two-way contingency table. Zbl 1162.62324Iliopoulos, G.; Kateri, M.; Ntzoufras, I. 8 2007 Joint specification of model space and parameter space prior distributions. Zbl 1330.62117Dellaportas, Petros; Forster, Jonathan J.; Ntzoufras, Ioannis 7 2012 Bayesian assessment of the distribution of insurance claim counts using reversible jump MCMC. Zbl 1141.62312Ntzoufras, Ioannis; Katsis, Athanassios; Karlis, Dimitris 6 2005 Stochastic search variable selection for log-linear models. Zbl 0968.62051Ntzoufras, Ioannis; Forster, Jonathan J.; Dellaportas, Petros 6 2000 Bayesian estimation in Kibble’s bivariate gamma distribution. Zbl 1098.62030Iliopoulos, George; Karlis, Dimitris; Ntzoufras, Ioannis 6 2005 Power-expected-posterior priors for generalized linear models. Zbl 1407.62275Fouskakis, Dimitris; Ntzoufras, Ioannis; Perrakis, Konstantinos 5 2018 On Bayesian lasso variable selection and the specification of the shrinkage parameter. Zbl 1322.62110Lykou, Anastasia; Ntzoufras, Ioannis 4 2013 Bayesian model comparison for the order restricted RC association model. Zbl 1179.62039Iliopoulos, G.; Kateri, M.; Ntzoufras, I. 4 2009 Information consistency of the Jeffreys power-expected-posterior prior in Gaussian linear models. Zbl 1392.62071Fouskakis, Dimitris; Ntzoufras, Ioannis 4 2017 Limiting behavior of the Jeffreys power-expected-posterior Bayes factor in Gaussian linear models. Zbl 1381.62230Fouskakis, D.; Ntzoufras, I. 3 2016 Computation for intrinsic variable selection in normal regression models via expected-posterior prior. Zbl 1325.65023Fouskakis, D.; Ntzoufras, I. 3 2013 Conjugate and conditional conjugate Bayesian analysis of discrete graphical models of marginal independence. Zbl 1471.62152Ntzoufras, Ioannis; Tarantola, Claudia 3 2013 Specification and interpretation of prior distributions for variable selection in linear models. Zbl 0944.62030Ntzoufras, Ioannis; Dellaportas, Petros; Forster, Jonathan J. 2 1998 Stochastic search item selection for factor analytic models. Zbl 1410.62096Mavridis, Dimitris; Ntzoufras, Ioannis 2 2014 Thermodynamic Bayesian model comparison. Zbl 06737704Vitoratou, Silia; Ntzoufras, Ioannis 2 2017 Explaining the behavior of joint and marginal Monte Carlo estimators in latent variable models with independence assumptions. Zbl 1342.62128Vitoratou, Silia; Ntzoufras, Ioannis; Moustaki, Irini 1 2016 Bayesian transformation family selection: moving toward a transformed Gaussian universe. Zbl 1329.62119Charitidou, Efstratia; Fouskakis, Dimitris; Ntzoufras, Ioannis 1 2015 Statistical modelling for soccer games: the Greek league. Zbl 1055.91507Karlis, Dimitris; Ntzoufras, Ioannis 1 1998 Probability based independence sampler for Bayesian quantitative learning in graphical log-linear marginal models. Zbl 1421.62029Ntzoufras, Ioannis; Tarantola, Claudia; Lupparelli, Monia 1 2019 Probability based independence sampler for Bayesian quantitative learning in graphical log-linear marginal models. Zbl 1421.62029Ntzoufras, Ioannis; Tarantola, Claudia; Lupparelli, Monia 1 2019 Prior distributions for objective Bayesian analysis. Zbl 1407.62073Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis 9 2018 Power-expected-posterior priors for generalized linear models. Zbl 1407.62275Fouskakis, Dimitris; Ntzoufras, Ioannis; Perrakis, Konstantinos 5 2018 Information consistency of the Jeffreys power-expected-posterior prior in Gaussian linear models. Zbl 1392.62071Fouskakis, Dimitris; Ntzoufras, Ioannis 4 2017 Thermodynamic Bayesian model comparison. Zbl 06737704Vitoratou, Silia; Ntzoufras, Ioannis 2 2017 Limiting behavior of the Jeffreys power-expected-posterior Bayes factor in Gaussian linear models. Zbl 1381.62230Fouskakis, D.; Ntzoufras, I. 3 2016 Explaining the behavior of joint and marginal Monte Carlo estimators in latent variable models with independence assumptions. Zbl 1342.62128Vitoratou, Silia; Ntzoufras, Ioannis; Moustaki, Irini 1 2016 Power-expected-posterior priors for variable selection in Gaussian linear models. Zbl 1335.62045Fouskakis, Dimitris; Ntzoufras, Ioannis; Draper, David 9 2015 Bayesian transformation family selection: moving toward a transformed Gaussian universe. Zbl 1329.62119Charitidou, Efstratia; Fouskakis, Dimitris; Ntzoufras, Ioannis 1 2015 On the use of marginal posteriors in marginal likelihood estimation via importance sampling. Zbl 06984011Perrakis, Konstantinos; Ntzoufras, Ioannis; Tsionas, Efthymios G. 8 2014 Stochastic search item selection for factor analytic models. Zbl 1410.62096Mavridis, Dimitris; Ntzoufras, Ioannis 2 2014 On Bayesian lasso variable selection and the specification of the shrinkage parameter. Zbl 1322.62110Lykou, Anastasia; Ntzoufras, Ioannis 4 2013 Computation for intrinsic variable selection in normal regression models via expected-posterior prior. Zbl 1325.65023Fouskakis, D.; Ntzoufras, I. 3 2013 Conjugate and conditional conjugate Bayesian analysis of discrete graphical models of marginal independence. Zbl 1471.62152Ntzoufras, Ioannis; Tarantola, Claudia 3 2013 Joint specification of model space and parameter space prior distributions. Zbl 1330.62117Dellaportas, Petros; Forster, Jonathan J.; Ntzoufras, Ioannis 7 2012 Bayesian modeling using WinBUGS. Zbl 1218.62015Ntzoufras, Ioannis 60 2009 Bayesian modelling of football outcomes: using the Skellam’s distribution for the goal difference. Zbl 1169.91420Karlis, Dimitris; Ntzoufras, Ioannis 26 2009 Bayesian variable selection using cost-adjusted BIC, with application to cost-effective measurement of quality of health care. Zbl 1166.62082Fouskakis, D.; Ntzoufras, I.; Draper, D. 15 2009 Bayesian model comparison for the order restricted RC association model. Zbl 1179.62039Iliopoulos, G.; Kateri, M.; Ntzoufras, I. 4 2009 Bayesian estimation of unrestricted and order-restricted association models for a two-way contingency table. Zbl 1162.62324Iliopoulos, G.; Kateri, M.; Ntzoufras, I. 8 2007 Bayesian assessment of the distribution of insurance claim counts using reversible jump MCMC. Zbl 1141.62312Ntzoufras, Ioannis; Katsis, Athanassios; Karlis, Dimitris 6 2005 Bayesian estimation in Kibble’s bivariate gamma distribution. Zbl 1098.62030Iliopoulos, George; Karlis, Dimitris; Ntzoufras, Ioannis 6 2005 Bayesian variable and link determination for generalised linear models. Zbl 1033.62026Ntzoufras, Ioannis; Dellaportas, Petros; Forster, Jonathan J. 29 2003 On Bayesian model and variable selection using MCMC. Zbl 1247.62086Dellaportas, Petros; Forster, Jonathan J.; Ntzoufras, Ioannis 71 2002 Bayesian modelling of outstanding liabilities incorporating claim count uncertainty. Zbl 1084.62544Ntzoufras, Ioannis; Dellaportas, Petros 21 2002 Bayesian variable selection using the Gibbs sampler. Zbl 1026.62023Dellaportas, Petros; Forster, Jonathan J.; Ntzoufras, Ioannis 9 2000 Stochastic search variable selection for log-linear models. Zbl 0968.62051Ntzoufras, Ioannis; Forster, Jonathan J.; Dellaportas, Petros 6 2000 Specification and interpretation of prior distributions for variable selection in linear models. Zbl 0944.62030Ntzoufras, Ioannis; Dellaportas, Petros; Forster, Jonathan J. 2 1998 Statistical modelling for soccer games: the Greek league. Zbl 1055.91507Karlis, Dimitris; Ntzoufras, Ioannis 1 1998 all cited Publications top 5 cited Publications all top 5 Cited by 529 Authors 23 Ntzoufras, Ioannis 15 Fouskakis, Dimitris 8 Dellaportas, Petros 7 Consonni, Guido 6 Forster, Jonathan J. 5 Chan, Jennifer So Kuen 4 García-Donato, Gonzalo 4 Karlis, Dimitris 4 Louzada, Francisco 4 Overstall, Antony M. 4 Paroli, Roberta 4 Perrakis, Konstantinos 4 Spezia, Luigi 4 Villa, Cristiano 4 Wagenmakers, Eric-Jan 4 Walker, Stephen Grahm 3 Choy, S. T. Boris 3 Congdon, Peter D. 3 Friel, Nial 3 Ghosh, Joyee 3 Gómez-Déniz, Emilio 3 Iliopoulos, George 3 Makov, Udi E. 3 Nott, David John 3 Pan, Zhengqiang 3 Streftaris, George 3 Sun, Quan 3 Suzuki, Adriano K. 3 Tsionas, Mike G. 3 Vitoratou, Silia 2 Andrade, Marinho Gomes 2 Araki, Takamitsu 2 Armero, Carmen 2 Balakrishnan, Narayanaswamy 2 Cai, Bo 2 Carpita, Maurizio 2 Charitidou, Efstratia 2 Chesneau, Christophe 2 Clyde, Merlise A. 2 Conceição, Katiane S. 2 Dagne, Getachew Asfaw 2 Dávila Cárdenes, Nancy 2 De Alba, Enrique 2 Dong, Alice X. D. 2 Draper, David 2 Dreyfuss, Michael 2 Fox, Jean-Paul 2 Giat, Yahel 2 Gigante, Patrizia 2 Hanson, Timothy E. 2 Hao, Huibing 2 Ikeda, Kazushi 2 Kachour, Maher 2 Kateri, Maria 2 Kim, Hea-Jung 2 Laplanche, Christophe 2 Li, Yingbo 2 Lin, Yu-Jau 2 Lio, Yuh Long 2 Liseo, Brunero 2 Martinez-Beneito, Miguel Angel 2 Moustaki, Irini 2 Müller, Peter 2 Nieto-Barajas, Luis E. 2 Nieto, Fabio H. 2 Papastamoulis, Panagiotis 2 Papathomas, Michail 2 Peluso, Stefano 2 Petrakos, George 2 Pettitt, Anthony N. 2 Picech, Liviana 2 Richardson, Sylvia 2 Roberts, Gareth O. 2 Saraiva, Erlandson F. 2 Scollnik, David P. M. 2 Sigalotti, Luciano 2 Su, Chun 2 Tan, Aixin 2 Tarantola, Claudia 2 Taylor, Greg 2 Vázquez Polo, Francisco José 1 Abapihi, B. 1 Adriaenssens, Niels 1 Aelion, C. Marjorie 1 Aerts, Marc 1 Afroughi, Solaiman 1 Agueusop, Inoncent 1 Ahmadi, Kambiz 1 Akaho, Shotaro 1 Alexopoulos, Angelos 1 Alijani, M. 1 Alzaid, Abdulhamid A. 1 Anand, Sonia 1 Anderson, Carolyn Jane 1 Andersson, Jonas 1 Andridge, Rebecca R. 1 Andrieu, Christophe 1 Antonio, Katrien 1 Arakelian, Veni 1 Arellano-Valle, Reinaldo Boris ...and 429 more Authors all top 5 Cited in 75 Serials 22 Computational Statistics and Data Analysis 13 Statistics and Computing 13 Bayesian Analysis 12 Journal of Statistical Computation and Simulation 11 Journal of Applied Statistics 9 Insurance Mathematics & Economics 9 Communications in Statistics. Theory and Methods 8 Statistical Modelling 7 ASTIN Bulletin 7 North American Actuarial Journal 7 Statistical Methodology 6 Communications in Statistics. Simulation and Computation 5 The Canadian Journal of Statistics 5 Psychometrika 5 Journal of the American Statistical Association 5 European Journal of Operational Research 5 Brazilian Journal of Probability and Statistics 5 Statistical Methods and Applications 5 The Annals of Applied Statistics 4 Biometrical Journal 4 Statistical Science 4 Test 3 Biometrics 3 Journal of Econometrics 3 Journal of Mathematical Psychology 3 Metron 3 Journal of the Royal Statistical Society. Series B. Statistical Methodology 3 SORT. Statistics and Operations Research Transactions 3 Journal of Computational and Graphical Statistics 2 Journal of Computational Physics 2 Scandinavian Journal of Statistics 2 The Annals of Statistics 2 Applied Mathematics and Computation 2 Journal of Multivariate Analysis 2 Journal of Statistical Planning and Inference 2 Journal of Economic Dynamics & Control 2 Neural Networks 2 Mathematical Problems in Engineering 2 Scandinavian Actuarial Journal 2 Computational & Mathematical Methods in Medicine 2 Statistical Analysis and Data Mining 2 Journal of Statistical Theory and Practice 2 Electronic Journal of Statistics 1 Artificial Intelligence 1 Inverse Problems 1 Metrika 1 Physica A 1 Bulletin of Mathematical Biology 1 Annals of the Institute of Statistical Mathematics 1 Statistica Neerlandica 1 Operations Research Letters 1 Revista Colombiana de Estadística 1 American Journal of Mathematical and Management Sciences 1 Journal of Classification 1 Statistics 1 Computers & Operations Research 1 Science in China. Series A 1 Signal Processing 1 Annals of Operations Research 1 International Journal of Information and Management Sciences 1 Computational Statistics 1 Statistical Papers 1 Lifetime Data Analysis 1 Australian & New Zealand Journal of Statistics 1 The Econometrics Journal 1 Discrete Dynamics in Nature and Society 1 Lobachevskii Journal of Mathematics 1 Quantitative Finance 1 Journal of Systems Science and Complexity 1 Mathematical Geology 1 Advances in Difference Equations 1 Journal of Probability and Statistics 1 Sankhyā. Series A 1 Sankhyā. Series B 1 European Actuarial Journal all top 5 Cited in 16 Fields 232 Statistics (62-XX) 47 Numerical analysis (65-XX) 43 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 18 Probability theory and stochastic processes (60-XX) 9 Operations research, mathematical programming (90-XX) 9 Biology and other natural sciences (92-XX) 8 Computer science (68-XX) 2 General and overarching topics; collections (00-XX) 2 Combinatorics (05-XX) 2 Partial differential equations (35-XX) 2 Systems theory; control (93-XX) 1 Real functions (26-XX) 1 Special functions (33-XX) 1 Functional analysis (46-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Geophysics (86-XX) Citations by Year