Ioannis Ntzoufras
Publications Page
Refereed Publications in
Journals by year
The
following list of publications is arranged according to reverse chronological
order (latest publications appear first). You can change back to my publications
list by topics here.
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Years: |
1.
Tzoumerkas G., Fouskakis
D. and Ntzoufras I. (2022), Comparison of
Power–Expected–Posterior Priors in Shrinkage Regression, Journal of
Statistical Theory and Practice (to appear). 
2.
Charamis E, Marmarinos C,
Ntzoufras I. (2022). Estimating
team possessions in high-level European basketball competition. International
Journal of Sports Science & Coaching. (to appear). 
3.
Kondakis M., Demiris N.,
Ntzoufras I. and Papanikolaou N.E. (2022). Inference
and model determination for Temperature-Driven non-linear Ecological Models.
Environmental and Ecological Statistics, 29, 509–555.
4.
Papastamoulis, P. and
Ntzoufras, I. (2022). On the identifiability of
Bayesian factor analytic models. Statistics and Computing, 32:23.
5.
Marsman, M., Huth, K.,
Waldorp, L. J. & Ntzoufras, I. (2022). Objective
Bayesian edge screening and structure selection for networks of binary
variables. Psychometrika 87, 47–82.
6.
Manasis V., Ntzoufras I.,
Reade J.J. (2022). Competitive
balance measures and the uncertainty of outcome hypothesis in European football,
IMA Journal of Management Mathematics, 33, 19 – 52.
7.
Fouskakis D. and
Ntzoufras I. (2021). Power-Expected-Posterior
Priors as Mixtures of g-Priors in Normal Linear Models, Bayesian
Analysis, Advance Publication (to appear); DOI: 10.1214/21-BA1288.
8.
Karlis D., Ntzoufras I.,
Repoussis P. (2021). Mathematics
meet sports, IMA Journal of Management Mathematics, 32,
381–383.
9.
Ntzoufras I, Palaskas V.
and Drikos S. (2021). Bayesian
Models for Prediction of the Set-Difference in Volleyball. IMA Journal
of Management Mathematics, 32, 491–518.
10.
Staerk, C., Kateri, M.
and Ntzoufras, I. (2021). High-dimensional
variable selection via low-dimensional adaptive learning. Electronic
Journal of Statistics, 15, no. 1, 830–879.
11.
Egidi, L., Ntzoufras, I.
(2020). A
Bayesian Quest for Finding a Unified Model for Predicting Volleyball Games.
Journal of the Royal Statistical Society C (Applied Statistics), 69,
1307-1336.
12.
Fouskakis, D., Ntzoufras,
I. (2020). Bayesian Model
Averaging Using Power-Expected-Posterior Priors. Econometrics, 8,
issue 17.
13.
Fouskakis D., Ntzoufras I.
& Perrakis K. (2020). Variations
of Power-Expected-Posterior Priors in Normal Regression Models, Computational
Statistics and Data Analysis, 143, Article 106836; Arxiv:
https://arxiv.org/abs/1609.06926.
14.
Ntzoufras, I., Tarantola, C.,
and Lupparelli, M. (2019). Probability Based
Independence Sampler for Bayesian Quantitative Learning in Graphical Log-Linear
Marginal Models. Bayesian Analysis 14, 777-803.
15.
Drikos, S., Ntzoufras, I., and
Apostolidis, N. (2019). Bayesian
Analysis of Skills Importance in World Champions Men’s Volleyball across Ages.
International Journal of Computer Science
in Sport, 18, 24–44.
2018
16.
Perrakis, K. and Ntzoufras I. (2018).
Bayesian
Variable Selection using the hyper-g prior in WinBUGS. WIREs
Computational Statistics, Volume
10, Issue 6,
e1442.
17.
Perrakis, K., Fouskakis, D., and
Ntzoufras I. (2018). Power-Expected-Posterior
Priors for Generalized Linear Models. Bayesian Analysis, 13,
721–748.
18.
Consonni G., Fouskakis D., Liseo B.,
and Ntzoufras I. (2018). Prior Distributions for
Objective Bayesian
Analysis. Bayesian Analysis, 13, 627–679.
19.
Charitidou, E., Fouskakis, D.
and Ntzoufras, I. (2018). Objective
Bayesian transformation and variable selection using default Bayes factors.
Statistics and Computing 28, 579-594.
2017
20.
Malesios, C., Demiris, N.,
Kalogeropoulos, K. and Ntzoufras I. (2017). Bayesian spatio-temporal epidemic models
with applications to sheep pox. Statistics
in Medicine, 36,
3216–3230.
21.
Fouskakis, D. and Ntzoufras, I.
(2017). Information
consistency of the Jeffreys power-expected-posterior prior in Gaussian linear
models. Metron, 75, 371-380.
22.
Vitoratou, S. and Ntzoufras, I.
(2016). Thermodynamic assessment of probability
distribution divergencies and Bayesian model comparison. Statistics and Computing 27, 1165-1180.
23.
Fouskakis, D.
and Ntzoufras, I. (2016). Power-Conditional-Expected
Priors: Using g-priors with Random Imaginary Data for Variable Selection. Journal of
Computational and Graphical Statistics, 25(03),
647-664.
24.
Fouskakis, D.
and Ntzoufras, I. (2016). Limiting behavior of
the Jeffreys Power-Expected Posterior Bayes Factor in Gaussian Linear Models.
Brazilian Journal of Probability and
Statistics, 30,
299-320.
25.
Vitoratou, S., Ntzoufras, I. and Moustaki I. (2016). Explaining
the behavior of joint and marginal Monte Carlo estimators in latent variable
models with independence assumptions. Statistics
and Computing, 26, 333-348.
26.
Perrakis, K.
and Ntzoufras, I. (2015). Stochastic Search Variable Selection (SSVS). Wiley StatsRef: Statistics Reference
Online.
27.
Charitidou, E., Fouskakis, D. and
Ntzoufras I. (2015). Bayesian
transformation family selection: moving towards a transformed Gaussian universe.
The Canadian Journal of Statistics, 43, 600-623.
28.
Fouskakis, D., Ntzoufras, I. and
Draper, D. (2015). Power-Expected-Posterior Priors for Variable
Selection in Gaussian Linear Models. Bayesian
Analysis, 10, 75-107. [Electronic Appendix is available here].
29.
Vitoratou, S., I.
Ntzoufras, C. Theleritis, N. Smyrnis, N.C. Stefanis (2015). Temperament
and character dimensions assessed in general population, in individuals with
psychoactive substance dependence and in young male conscripts. European
Psychiatry,, 30, 474–479.
30. Mavridis,
D. and Ntzoufras I. (2014). Stochastic
Search Item Selection for Factor Analytic Models. British Journal of Mathematical and
Statistical Psychology, 67, 284–303.
31.
Perrakis, K., Ntzoufras, I. and
Tsionas, E. (2014). On the use of marginal posteriors
in marginal likelihood estimation via importance-sampling. Computational Statistics
and Data Analysis, 77,
54-69.
32.
Vitoratou, S., Ntzoufras, I and
Moustaki, I. (2014). Marginal
likelihood estimation from the Metropolis output: tips and tricks for efficient
implementation in generalized linear latent variable models. Journal
of Statistical Computation and Simulation, 84,
2091 – 2105.
33.
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, 10, 139–152.
34.
Tarantola, C., Ntzoufras, I. and
Lupareli M. (2013).
Graphical marginal log-linear graphical
models – Bayesian perspective, Sociological Methodology, 43, 109-113.
35.
Ntzoufras I. and Tarantola C. (2013). Conjugate and Conditional Conjugate
Bayesian Analysis of Discrete Graphical Models of Marginal Independence, Computational Statistics and Data Analysis, 66, 161-177.
36.
Fouskakis, D. and Ntzoufras, I.
(2013). Computation
for Intrinsic Variable Selection in Normal Regression Models via
Expected-Posterior Prior Statistics and
Computing, 23, 491–499.
37.
Lykou, A. and Ntzoufras, I (2013).
On
Bayesian Lasso Variable Selection and the Specification of the Shrinkage
Parameter. Statistics and Computing, 23, 361–390.
38.
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.
39.
Dellaportas P., Forster J.J. and
Ntzoufras I. (2012). Joint
Specification of Model Space and Parameter Space Prior Distributions. Statistical
Science, 27, 232-246.
40.
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.
41.
Lykou, A. and Ntzoufras, I (2011).
WinBUGS: A Tutorial, WIREs Computational Statistic (invited). 3, 385–396. [Download winbugs files here]
42. 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.
43.
Karlis, D. and Ntzoufras, I. (2011). Robust fitting of football prediction models. IMA
Journal of Management Mathematics, 22, 171-182.
44.
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.
45.
Karlis, D. and Ntzoufras, I. (2009). Bayesian modelling of football
outcomes (using the Skellam's distribution), IMA
Journal of Management Mathematics, 20, 133-146.
46.
Iliopoulos, G., Kateri, M. and
Ntzoufras, I. (2009). Bayesian
Model Comparison for the Order Restricted RC Association Model
Psychometrika, 74, 561–587.
47.
Fouskakis, D., Ntzoufras, I. and
Draper, D. (2009). Population-Based
Reversible Jump MCMC for Bayesian Variable Selection and Evaluation Under
Cost-Limit Restrictions. Journal of the Royal
Statistical Society C (Applied Statistics), 58, 383-403.
48.
Fouskakis, D., Ntzoufras, I. and
Draper, D. (2009). Bayesian
variable selection using a cost-penalised approach, with application to
cost-effective measurement of quality of health care.
Annals of Applied Statistics, 3, 663-690.
49.
Eleftheraki, A.G., Kateri, M. and Ntzoufras,
I. (2009). Bayesian
Analysis of Two Dependent 2x2 Contingency Tables. Computational
Statistics and Data Analysis, 53, 2724-2732.
50.
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.
51.
Iliopoulos G., Kateri M. and
52.
Karlis D. and Ntzoufras I. (2006). Bayesian analysis of the differences
of count data. Statistics in Medicine 25,
1885-1905.
53.
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.
54.
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.
55.
Iliopoulos G., Karlis D. and
56.
Karlis D. and Ntzoufras I. (2005). Bivariate Poisson and Diagonal
Inflated Bivariate Poisson Regression Models in R. Journal of Statistical Software,
Volume 14, Issue 10. [Download paper].
57.
Kateri M., Nicolaou A. and Ntzoufras I.
(2005). Bayesian
Inference for the RC(m) Association Model. Journal
of Computational and Graphical Statistics, 14,
116-138.
58.
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.
59.
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.
60.
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.
61.
Karlis, D. and Ntzoufras,
62.
Ntzoufras, I., Dellaportas, P. and
Forster, J.J. (2003). Bayesian
Variable and Link Determination for Generalised Linear Models. Journal
of Statistical Planning and Inference, 111, 165-180. [Download paper
via science direct].
63.
Ntzoufras, I. (2002). Gibbs Variable Selection Using BUGS. Journal of Statistical Software,
Volume 7, Issue 7. [Download paper]
[Download associated Bugs files here]
64.
Dellaportas, P., Forster, J.J. and
Ntzoufras, I. (2002). On
Bayesian Model and Variable Selection Using MCMC. Statistics
and Computing, 12, 27-36. [Download paper
via Kluwer On line]
65.
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].
66.
Ntzoufras, I., Forster, J.J. and
Dellaportas, P. (2000). Stochastic
Search Variable Selection for Log-linear Models. Journal
of Statistical Computation and Simulation, 68, 23-38.
67.
Karlis, D. and Ntzoufras, I. (2000). On modelling Soccer Data.,
Student, 3, 229-244.
All Contents
Copyright.
Last revised on
24 August 2022