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Ioannis Ntzoufras

Publications Page


Academic profile in google sholar

                            Textbooks and Monographs

  1. Ntzoufras, I. (2009). Bayesian Modeling Using WinBUGS. Wiley Series in Computational Statistics, Hoboken, USA.

                            Refereed Publications in Journal

                                Statistics

 

        Sports (Modeling and Competitive Balance Indices)

26.  Manasis, V. and Ntzoufras, I. (2014). Between-seasons Competitive Balance in European Football: Review of Existing and Development of Specially Designed Indices. Journal of Quantitative Analysis of Sports (forthcoming).new2

27.  Manasis, V., Avgerinou, V., Ntzoufras, I. and Reade, J. (2013). Quantification of competitive balance in European football; Development of specially designed indices.IMA Journal of Management Mathematics,  24 (3), 363--375.

28.  Manasis, V., Avgerinou, V., Ntzoufras, I. and Reade, J.J., (2011). Measurement of competitive balance in professional team sports using the Normalized Concentration Ratio. Economics Bulletin, 31, 2529–2540.

29.  Karlis, D. and Ntzoufras, I. (2011). Robust fitting of football prediction models.  IMA Journal of Management Mathematics, 22, 171-182.

30.  Karlis, D. and Ntzoufras, I. (2009). Bayesian modelling of football outcomes (using the Skellam's distribution), IMA Journal of Management Mathematics, 20, 133-146.

[20] Karlis, D. and Ntzoufras, I. (2003), Analysis of Sports Data Using Bivariate Poisson ModelsJournal of the Royal Statistical Association, D [Statistician], 52, 381-393. [Download paper via Jstor  web-site].

30.  Karlis, D. and Ntzoufras, I. (2000). On modelling Soccer Data., Student, 3, 229-244

   

        Statistical Methods in Actuarial Science

31.  Katsis A. and Ntzoufras I. (2005). Bayesian Hypothesis Testing for the Distribution of Insurance Claim Counts Using the Gibbs Sampler. Journal of Computational Methods in Science and Engineering, 5, 201-214.

32.  Ntzoufras, I. , Katsis, A. and Karlis, D. (2005), Bayesian Assessment of the Distribution of Insurance Claim Counts Using Reversible Jump MCMC. North American Actuarial Journal, 9, 90-108.

33.  Ntzoufras, I. and Dellaportas, P. (2002). Bayesian Modelling of Outstanding Liabilities Incorporating Claim Count Uncertainty (with discussion).  North American Actuarial Journal, 6, 113-128. [Download paper and the correct Table 3]. 

        Psychiatric Research

34.  Vitoratou S., Ntzoufras I., Smyrnis N. and Stefanis N.C. (2009). Factorial composition of the Aggression Questionnaire: a multi sample study in Greek adults. Psychiatry Research, 168(1), 32-39.

35.  Stefanis N.C., Vitoratou S., Smyrnis N., Constantinidis T., Evdokimidis I., Hatzimanolis I., Ntzoufras I. and Stefanis C. (2006). Mixed handedness is associated with the Disorganization dimension of schizotypy in a young male population. Schizophrenia research, 87, 289-296.

36.  Stefanis, N.C. , Vitoratou, S., Ntzoufras, I., Smyrnis, N., Evdokimidis, I., Stefanis, C.N. (2006). Psychometric properties of the Greek version of the Schizotypal Personality Questionnaire (SPQ) in young male obligatory conscripts: A two years test–retest study. Personality and Individual Differences,  41, 1275–1286.

37.  Stefanis, N.C., Smyrnis N., Avramopoulos, D., Evdokimidis, D., Ntzoufras, I., and Stefanis C.N. (2004). Factorial Composition of Self Rated Schizotypal Traits Amongst Young Males Undergoing Military Training: The ASPIS. Shizophrenia Bulletin, 30, 335-350.

                                 Other Research/Publications

38.  Tarantola C., Vicard P. and Ntzoufras I. (2012). Monitoring and Improving Greek Banking Services Using Bayesian Networks: an Analysis of Mystery Shopping Data. Expert Systems with Applications, 39, 10103–10111.

39.  Tseloni, A., Ntzoufras, I., Nicolaou, A. and Pease, K. (2010). Concentration of personal and household crimes in England and Wales.European Journal of Applied Mathematics, 21, 325–348.

Refereed Publications in Books/Volume

Publications in Conference Proceedings

        1. Ntzoufras, I. and Katsis, A. (2004).  Bayesian Comparison of Discrete Distributions Using MCMC. Proceedings of the Greek Statistical Institute, 17, 543-550.
        2. Ntzoufras, I., Katsis, A. and Karlis, D. (2003). A Bayesian Statistical Modelling Approach for the Distribution of Insurance Claim Counts. Proceedings of the International Conference of Computational Methods in Sciences and Engineering, 2003, 470 - 473.
        3. Ntzoufras, I. and Karlis, D. (2003).  Bayesian Tests for Poisson Difference Data. Proceedings of the Greek Statistical Institute, 16.
        4. Karlis, D. and Ntzoufras, I. (2003).  Bayesian and Non-Bayesian Analysis of Soccer Data Using Bivariate Poisson Regression Models. Proceedings of the Greek Statistical Institute, 16.
        5. Ntzoufras, I., Dellaportas, I. and Forster, J.J. (2003).  On Prior Distributions for Bayesian Model Selection. Proceedings of the Greek Statistical Institute, 15, vol.B, 760-767.
        6. Kateri, M., Nicolaou, A. and Ntzoufras, I. (2003).  Evaluation of the fit of the RC(M) Association Model: A Bayesian Perspective.  Proceedings of the Greek Statistical Institute, 15, vol.B, 723-730 .
        7. Ntzoufras, I. (2002).  Bayesian Model and Variable Selection Using MCMC: Applications  in Medicine. Proceedings of the Greek Statistical Institute, 14, 631-638.
        8. Ntzoufras, I. and Dellaportas, P. (2002).  Bayesian Modelling for the Prediction of Outstanding Automobile Claim Counts.  Proceedings of the Greek Statistical Institute, 14639-646.
        9. Ntzoufras, I., Dellaportas, P. and Forster, J.J. (1999). Specification and Interpretation of Prior Distributions for Variable Selection in Linear Models. Proceedings of the Fourth Hellenic-European Conference on Computer Mathematics and its Applications (E.A.Lipitakis, eds.), Athens: LEA , 451-458.
        10. Karlis, D. and Ntzoufras, I. (1999). Statistical Modelling for Soccer Games: The Greek League. Proceedings of the Fourth Hellenic-European Conference on Computer Mathematics and its Applications (E.A.Lipitakis, eds.), Athens: LEA, 541-548.
        11. Ntzoufras, I., Dellaportas, P. and Forster, J.J. (1996). A Comparison of Markov Chain Monte Carlo Methods for Log-Linear Model Selection. Proceedings of the Third Hellenic-European Conference on Mathematics and Informatics, (E.A.Lipitakis, eds.), Athens: LEA, 506-514.

Phd Thesis

        1.  Ntzoufras, I., (1999) `Aspects of Bayesian Model and Variable Selection Using MCMC',  Dep. of Statistics, Athens University of Economics and Business. Download zipped ps or unzipped ps or unzipped pdf .


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Last revised: 11/11/2013

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