On Bayesian model and variable selection using MCMC. - Petros Dellaportas; Jonathan J. Forster; Ioannis Ntzoufras (Stat. Comput., 2002)

Bayesian hypothesis testing for the distribution of insurance claim counts using the Gibbs sampler. - Athanassios Katsis; Ioannis Ntzoufras (J. Comput. Methods Sci. Eng., 2005)

Bayesian estimation of unrestricted and order-restricted association models for a two-way contingency table. - George Iliopoulos; Maria Kateri; Ioannis Ntzoufras (Comput. Stat. Data Anal., 2007)

Bayesian analysis of two dependent 2×2 contingency tables. - Anastasia G. Eleftheraki; Maria Kateri; Ioannis Ntzoufras (Comput. Stat. Data Anal., 2009)

Monitoring and improving Greek banking services using Bayesian Networks: An analysis of mystery shopping data. - Claudia Tarantola; Paola Vicard; Ioannis Ntzoufras (Expert Syst. Appl., 2012)

Conjugate and conditional conjugate Bayesian analysis of discrete graphical models of marginal independence. - Ioannis Ntzoufras; Claudia Tarantola (Comput. Stat. Data Anal., 2013)

Computation for intrinsic variable selection in normal regression models via expected-posterior prior. - Dimitris Fouskakis; Ioannis Ntzoufras (Stat. Comput., 2013)

On Bayesian lasso variable selection and the specification of the shrinkage parameter. - Anastasia Lykou; Ioannis Ntzoufras (Stat. Comput., 2013)

On the use of marginal posteriors in marginal likelihood estimation via importance sampling. - Konstantinos Perrakis; Ioannis Ntzoufras; Efthymios G. Tsionas (Comput. Stat. Data Anal., 2014)

Explaining the behavior of joint and marginal Monte Carlo estimators in latent variable models with independence assumptions. - Silia Vitoratou; Ioannis Ntzoufras; Irini Moustaki (Stat. Comput., 2016)

Thermodynamic Bayesian model comparison. - Silia Vitoratou; Ioannis Ntzoufras (Stat. Comput., 2017)

Objective Bayesian transformation and variable selection using default Bayes factors. - E. Charitidou; Dimitris Fouskakis; Ioannis Ntzoufras (Stat. Comput., 2018)

Bayesian Analysis of Skills Importance in World Champions Men's Volleyball across Ages. - Sotirios Drikos; Ioannis Ntzoufras; Nikolaos Apostolidis (Int. J. Comput. Sci. Sport, 2019)

Variations of power-expected-posterior priors in normal regression models. - Dimitris Fouskakis; Ioannis Ntzoufras; Konstantinos Perrakis (Comput. Stat. Data Anal., 2020)

On the identifiability of Bayesian factor analytic models. - Panagiotis Papastamoulis; Ioannis Ntzoufras (Stat. Comput., 2022)

Eliciting prior information from clinical trials via calibrated Bayes factor. - Roberto Macrì Demartino; Leonardo Egidi; Nicola Torelli; Ioannis Ntzoufras (Comput. Stat. Data Anal., 2025)

Lasso multinomial performance indicators for in-play basketball data. - Argyro Damoulaki; Ioannis Ntzoufras; Konstantinos Pelechrinis (Comput. Stat., 2025)

Survival modeling of goal arrival times in English premier league. - Ilias Leriou; Ioannis Ntzoufras (Comput. Stat., 2025)

Fast bayesian variable screening using correlation thresholds. - Roberta Paroli; Dimitris Fouskakis; Ioannis Ntzoufras (Stat. Comput., 2025)