Welcome to K. Zografos Home Page
============================
City of Ioannina, the lake and the
island
Konstantinos Zografos
Professor of
Statistics
| Contact details | Education | Research Interests | Teaching | Text Books and Class Notes (In
greek) | Editorial
Responsibilities and Services | Academic
Visits | Invited Conference Presentations | Seminars/Short Courses | Publications |
University of Ioannina
Department of Mathematics
Probability-Statistics and
Operational Research Unit
451 10 Ioannina
GREECE
Tel: +30 2651 008257
Fax: +30 2651 008207, 008076
e-mail: kzograf@uoi.gr
Education
1987: Ph.D. in Statistics,
1982: B.Sc. in Mathematics,
Research Interests
Statistical Information Theory
Multivariate Statistics
Parametric Statistical Inference
Measures of Association and Dependence
Statistical Distributions
Analysis of Categorical Data
Teaching
Εισαγωγή στις Πιθανότητες / Introduction to Probability
Παλινδρόμηση και Ανάλυση Διακύμανσης / Regression and Analysis of Variance
Στατιστική Συμπερασματολογία / Statistical
Inference
Πολυδιάστατη Ανάλυση (Μεταπτυχιακό) / Multivariate Analysis (Postgraduate)
Θεωρία Δειγματοληψίας (Μεταπτυχιακό) / Sampling Theory (Postgraduate)
Class
Notes (In greek)
1. K. Zografos (1993). Statistics and Probability Lessons.
2. K. Zografos (2008). Probability. University of Ioannina, p.260.
3. K. Zografos (2010). Multivariate Analysis. University of Ioannina, p. 242.
4. K. Zografos (2009). Categorical Data. University of Ioannina, p. 97.
Editorial
Responsibilities and Services
Associate Editor
1. Journal
of Multivariate Analysis, 2006 – 2015, 2015 - (Elsevier/Academic Press)
2. TEST, 2005 - 2009, 2009 - 2013, 2013 - (Springer)
3. Journal of
Statistical Computation and Simulation,
2012 - (Taylor & Francis)
4. Applied Mathematics & Information
Sciences, 2007 - (Natural Sciences Publishing Co.)
Refereed
for
Advances in Data
Analysis and Classification - Annals of Statistics - Annals of the Institute of
Statistical Mathematics - Applied Mathematics
Letters –
Applied Mathematical Modelling - Applied Mathematics & Information Sciences -
Biometrical Journal - Brazilian Journal of Probability and Statistics - Bulletin of the Malaysian
Mathematical Sciences Society – Colombian
J. of Statistics - Communications in Statistics (Theory and Methods) -
Communications in Statistics (Computation and Simulation) - Computational
Statistics and Data Analysis - Discrete Mathematics - ENTROPY - IEEE Transactions of Information Theory - Information Sciences - International Journal of Applied Mathematics and
Statistics -
Journal of Applied Statistics -
Journal of Multivariate Analysis - Journal of Probability and Statistics - Journal of Statistical
Computation and Simulation - Journal
of Statistical Distributions and Applications - Journal of Statistical Planning and
Inference - Journal of Statistical Theory and Applications - Journal of the Franklin Institute -
Kybernetika -
Mathematical Communications - Methodology and Computing in Applied Probability - Metrika - Metron – Naval Research Logistics - Pattern
Recognition Letters - Publicationes
Mathematicae Debrecen - Reliability Engineering and System Safety - Research Letters in Signal
Processing -
Revista Matematica UCM - Sarajevo Journal of
Mathematics – SORT - Statistical Methodology
- Statistics - Statistics and Probability Letters - TEST.
For
most of these journals I have provided reports numerous times.
Academic Visits
Complutense University of Madrid, Spain (1996,
2000, 2001, 2003, 2006, 2007, 2009, 2010, 2011, 2014, 2015)
Polytechnic University of Madrid, Spain (October
2010)
Carlos III University
of Madrid, Spain (December 2013)
Invited
Conference Presentations
GOF DAYS 2015: 2nd Workshop on
Goodness-of-fit and Change-Point Problems, University of Athens, Greece,
Sept. 4-6, 2015.
Fifth Brazilian Conference on
Statistical Modeling in Insurance and Finance (SMIF), April 10-15, 2011, Maresia, Brazil. Invited.
The Pyrenees
International Workshop on Statistics, Probability and Operations Research, SPO
2007, September 12-15, 2007, Jaca, Spain. Plenary
Talk.
International
Conference on Statistical Models for Biomedical and Technical Systems. May
29-31, 2006,
2nd International
Conference on Soft Methods in Probability and Statistics (SMPS' 2004),
24th
European Meeting of Statisticians & 14th
Seminars /
Short Courses
·
Asymptotic
properties of Φ-divergence
statistic and its applications in contingency tables. Czechoslovak
Academy of Sciences, Institute of Information Theory and Automation, November
1990.
·
Fisher’s
information matrix and φ-divergence for
finite and optimal partitions of the sample space. Complutense University of
Madrid, Department of Statistics and Operational Research, November 1996.
·
Measures of
Multivariate Statistical Dependence. Complutense University of
Madrid, Department of Statistics and Operational Research, June 2000.
·
Selection of the
best population: An information theoretic approach. Complutense
University of Madrid, Department of Statistics and Operational Research, May
2001.
·
Measures of
Statistical Information in topics of Multivariate Analysis. Complutense
University of Madrid, Department of Statistics and Operational Research,
October 2003.
·
Elliptic family of
multivariate distributions and monotone missing data: Some inferential and
classification procedures.
-- University of
Cyprus, Department of Mathematics and Statistics. April 2006.
-- Complutense
University of Madrid, Department of Statistics and Operational Research, June
2006.
-- Universidad
Miguel-Hernandez, Elche, Centro de Investigacion Operativa, June 2006.
·
Entropy and
divergence measures for mixed continuous and categorical variables:
Applications in testing statistical hypotheses, measuring joint variability and
dependence. Complutense University of Madrid, Department of Statistics and
Operational Research, December 2006.
·
Generalized measures of multivariate association and
dependence.
-- University of
Cyprus, Department of Mathematics and Statistics. April 2007.
-- McMaster University, Hamilton, Ontario,
Canada, July 2007.
·
Shannon Entropy: An
omnipresent quantity and its application in goodness of fit tests for
generalized families of distributions. Carlos III University of
Madrid, Department of Statistics, December 2013.
·
On Statistical
Distances and their Applications in a local setting. Complutense University of
Madrid, Department of Statistics and Operational Research, September 2014.
·
Phi-divergence test
statistics based on composite likelihood. Complutense University of
Madrid, Department of Statistics and Operational Research, September 2015.
Publications
I. Articles in refereed journals
54. Avlogiaris, G. Micheas, A. and
Zografos, K. (2015). On local divergences between two probability measures. Metrika (accepted).
53. Batsidis, A., Martin, N., Pardo, L.
and Zografos, K. (2014). Φ-divergence based procedure for parametric change-point problems. Methodology and Computing in Applied
Probability (accepted).
52. Batsidis,
A., Martin, N., Pardo, L. and Zografos, K. (2014). A necessary power
divergence-type family of tests for testing elliptical symmetry. Journal of Statistical Computation and
Simulation, 84, 57-83.
51. Batsidis,
A., Horváth, L., Martín, N., Pardo, L. and Zografos, K. (2013). Change-point detection in multinomial data using phi-divergence
test statistics. Journal of Multivariate Analysis, 118, 53-66.
50.
Batsidis, A. and Zografos, K. (2013). A necessary test of fit of specific
elliptical distributions based on an estimator of Song’s measure. Journal of Multivariate Analysis, 113, 91-105.
49. Batsidis,
A., Martin, N., Pardo, L. and Zografos, K. (2013). A necessary power divergence
type family tests of multivariate normality. Communications in Statistics - Simulation and Computation, 42, 2253-2013.
48. Batsidis,
A. and Zografos, K. (2011). Errors of misclassification in discrimination of
dimensional coherent elliptic random field observations. Statistica Neerlandica, 65,
446–461.
47. Menéndez, M. L., Pardo, L. Pardo M. C. and Zografos, K.
(2011). Testing the order of Markov dependence in DNA sequences. Methodology and Computing in Applied
Probability, 13, 59-74.
46. Menéndez, M. L., Pardo, L. and Zografos, K.
(2010). Preliminary test estimators on intraclass correlation model under
unequal familial sizes. Mathematical Methods of Statistics, 19, 73-87.
45. Zografos,
K. and Balakrishnan, N. (2009). On
Families of Beta- and Generalized Gamma-Generated Distributions and Associated
Inference. Statistical Methodology, 6, 344-362.
44. Menéndez,
M. L., Pardo, L. and Zografos, K. (2009). Ordering and selecting extreme populations by
means of entropies and divergences. Journal of Computational and Applied
Mathematics, 232, 335-350.
43. Menéndez, M. L., Pardo, L. and Zografos, K. (2009). Preliminary test and Stein-type estimation of location parameter for
elliptically contoured distributions. Advances and Applications in Statistics, 11, 101-136.
42.
Zografos, K. (2008). On some entropy and divergence type measures of
variability and dependence for mixed continuous and discrete variables. Journal of Statistical Planning and
Inference, 138, 3899-3914.
41. Mantalos,
P. and Zografos, K. (2008).
Interval estimation for a binomial proportion. A bootsrap approach. Journal of Statistical Computation and Simulation, 78, 1249 - 1263.
40. Zografos,
K. (2008). On Mardia's
and Song's measures of kurtosis in elliptical distributions. Journal of Multivariate Analysis, 99, 858-879.
39. Zografos, K. and Kotz, S. (2008). A
Generalized Purely Exponential Univariate Distribution.
38. Batsidis, A. and Zografos, K. (2008).
Multivariate Linear Regression Model with Elliptically Contoured Distributed
Errors and Monotone Missing Dependent Variables. Communications in
Statistics-Theory and Methods, 37, 349-372.
37. Menendez, M. L., Pardo, J. A., Pardo, L. and Zografos, K. (2007). Conditional tests of marginal homogeneity based on φ-divergence test statistics. Applied Mathematics
Letters. 20, 7-12.
36. Menendez,
M. L., Pardo, J. A., Pardo, L. and
Zografos, K. (2006). On tests of
35. Batsidis,
A. and Zografos, K. (2006). Discrimination of observations into one of
two elliptic populations based on monotone training samples. Metrika. 64, 221-241.
34. Micheas, A. and Zografos, K. (2006).
Measuring stochastic dependence using φ-divergence. Journal of Multivariate Analysis. 97, 765-784.
33. Batsidis, A., Zografos, K. and
Loukas, S. (2006). Errors
in discrimination with monotone missing data from multivariate normal
populations. Computational
Statistics and Data Analysis. 50, 2600-2634.
32. Batsidis, A. and Zografos, K.
(2006). Statistical inference for location and scale of elliptically contoured
models with monotone missing data. Journal of Statistical Planning and
Inference. 136, 2606-2629.
31. Menendez, M. L., Pardo, J. A., Pardo, L.
and Zografos, K. (2005). On tests of
symmetry, marginal homogeneity and quasi-symmetry in two-way contingency tables
based on minimum φ-divergence
estimator with constraints. J. Stat. Comput. Simul., 75,
555-580.
30. Zografos, K. and Nadarajah, S. (2005). Survival exponential entropies.
IEEE. Trans. Inform Theory, 51, 1239-1246.
29.
Menendez, M. L., Pardo, J. A., Pardo, L. and
Zografos, K. (2005). A preliminary test in classification and
probabilities of misclassification. Statistics,
39, 183-205.
28. Zografos, K. and Nadarajah, S.
(2005). Expressions for Rényi and Shannon entropies for multivariate
distributions. Statistics and Probability Letters, 71, 71-84.
27. Nadarajah, S. and Zografos, K. (2005).
Expressions for Rényi and Shannon entropies for bivariate distributions.
Information Sciences, 170, 173-189.
26. Pardo, J. A., Pardo, L., Pardo, M. C. and
Zografos, K. (2004). An exploratory
canonical analysis approach for multinomial populations based on the φ-divergence measure. Kybernetika,
40, 757-776.
25. Avlogiaris, G. and Zografos, K. (2004). A maximum entropy
characterization of symmetric Kotz type and Burr multivariate distributions. Test, 13,
65-83.
24. Nadarajah, S. and Zografos, K. (2003).
Formulas for Rényi information and related measures for univariate
distributions. Information
Sciences, 155, 119-138.
23. Menendez, M.L., Pardo, L.,
22.
Menendez, M. L., Pardo, J. A., Pardo, L. and Zografos, K. (2003). On tests of homogeneity
based on minimum φ-divergence
estimator with constraints. Computational Statistics and Data Analysis, 43,
215-234.
21. Pardo, J. A., Pardo, L. and Zografos, K.
(2002). Minimum φ-divergence
estimators with constraints in multinomial populations. Journal of Statistical Planning and Inference, 104, 221-237.
20.
Menendez, M. L., Pardo, L. and Zografos, K. (2002). Tests of hypotheses
for and against order restrictions on multinomial parameters based on φ-divergences. Utilitas Mathematica,
61, 209-223.
19. Pardo,
L., Pardo, M. C. and Zografos, K. (2001). Minimum φ-divergence estimator for
homogeneity in multinomial populations. Sankhya, Ser. A, 63, 72-92.
18.
17. Zografos, K. (2000). Measures of multivariate dependence based on a
distance between Fisher information matrices. Journal of Statistical Planning and Inference, 89, 91-107.
16. Pardo, L. and Zografos, K. (2000). Goodness
of fit tests with misclassified data based on φ-divergences. Biometrical Journal, 42,
223-237.
15. Pardo, L., Pardo, M. C. and Zografos, K. (1999). Homogeneity for multinomial
populations based on φ-divergences.
Journal of the
14. Zografos, K. (1999). On maximum entropy
characterization of Pearson’s Type II and VII multrivariate distributions. Journal of Multivariate Analysis, 71, 67-75.
13. Menendez, M. L., Morales, D., Pardo, L. and
Zografos, K. (1999). Statistical inference for finite Markov chains based on
divergences. Statistics and Probability Letters, 41, 9-17.
12. Morales,
D., Pardo, L. and Zografos, K. (1998). Informational distances and related
statistics in mixed continuous and categorical variables. Journal of Statistical Planning and Inference, 75, 47-63.
11. Zografos, K.
(1998). On a measure of
dependence based on Fisher’s information matrix. Communications in
Statistics-Theory and Methods, 27, 1715-1728.
10. Zografos, K.
(1998). f-dissimilarity of
several distributions in testing statistical hypotheses. Annals of the Institute of Statistical Mathematics,
50, 295-310.
9.
8. Pardo, L., Morales, D., Ferentinos, K. and
Zografos, K. (1994). Discretization problems on generalized entropies and R-divergences.
Kybernetika, 30,
445-460.
7. Zografos, K. and Ferentinos, K. (1994). An
information theoretic argument for the validity of the exponential model. Metrika, 41,
109-119.
6. Zografos, K. (1994). Asymptotic distributions
of estimated f-dissimilarity between populations in stratified random sampling. Statistics and
Probability Letters, 21,
147-151.
5. Zografos, K. (1993). Asymptotic properties of
Φ-divergence statistic
and its applications in contingency tables.
International Journal of
Mathematical and Statistical Sciences, 2,
5-21.
4. Zografos,
K., Ferentinos, K. and Papaioannou, T. (1990). Φ-divergence statistics: Sampling properties and
multinomial goodness of fit and divergence tests. Communications in Statistics-Theory and Methods, 19, 1785-1802.
3. Zografos,
K., Ferentinos, K. and Papaioannou, T. (1989). Order preserving property of
measures of information. Communications
in Statistics-Theory and Methods, 18,
2647-2656.
2. Zografos, K., Ferentinos, K. and
Papaioannou, T. (1989). Limiting properties of some measures of information. Annals of the Institute of Statistical Mathematics, 41, 451-460.
1. Zografos,
K., Ferentinos, K. and Papaioannou, T. (1986). Discrete approximations to the
Csiszar, Rényi and Fisher measures of information. The Canadian
Journal of Statistics, 14,
355-366.
II. Articles in edited refereed volumes
6. Zografos, K. (2011). Generalized
Beta Generated - II Distributions. In: Modern
Mathematical Tools and Techniques in Capturing Complexity, Edited by L.
Pardo, N. Balakrishnan and Maria Angeles Gil. Springer. 141-153.
5. Zografos,
K. (2010). Introduction: Information Theory and Statistical Applications.
(Review Article). In: Theory and applications to
reliability and inference, data mining, bioinformatics, lifetime data, and
neural networks. Including papers from the 12th International Conference on Applied
Stochastic Models and Data Analysis (ASMDA) held in Chania, May 29-June 1,
2007. Edited by Christos H. Skiadas. Birkhäuser Boston, Inc., Boston, 49-50.
4.
Zografos, K. (2008). On some beta generated
distributions and their maximum entropy characterization: The beta-Weibull
distribution. In: Advances in Inequalities from Probability
Theory & Statistics, Edited by N.S. Barnett & S.S. Dragomir. Nova
Science Publishers. 203-223.
3. Zografos, K. and Batsidis, A. (2008). An overview of procedures for classification and testing
hypotheses for elliptic populations and monotone missing data. Pyrenees
International Workshop on Statistics, Probability and Operations Research: SPO 2007, 83-93,
Monogr.
Semin. Mat. García Galdeano, 34,
2.
Zografos, K. (2008). Entropy and divergence measures
for mixed variables. In:
Statistical Models and Methods for
Biomedical and Technical Systems, Edited by F. Vonta, M. Nikulin, N.
Limnios and C. Huber-Carol. Birkhäuser,
1. Batsidis,
A. and Zografos, K. (2004). Measures of multivariate association and dependence. In: Soft
methodology and random information systems, Collection of papers presented
at the 2nd International Conference on Soft Methods in Probability and
Statistics (SMPS' 2004), Oviedo, Spain, September 2-4, 2004. (Ed: M. Lopez-Diaz, Maria A. Gil, Przemyslaw
Grzegorzewski et al.), 371-378, Advances in Soft Computing Springer,
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Last Modified: November
2015