Dimitris Karlis

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	All	Since 2016
Citations	4795	2486
h-index	38	27
i10-index	81	56

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Ioannis NtzoufrasProfessor in Statistics, Department of Statistics, Athens University of Economics and BusinessVerified email at aueb.gr
Evdokia XekalakiProfessor, Department of Statistics, Athens University of Economics and BusinessVerified email at aueb.gr
Tom BRIJSFull Professor in Traffic Safety and Simulation, Hasselt University, BelgiumVerified email at uhasselt.be
Urania DafniProfessor of Biostatistics, National and Kapodistrian University of Athens, GreeceVerified email at nurs.uoa.gr
Xanthi PedeliAthens University of Economics & BusinessVerified email at aueb.gr
Aristidis K. NikoloulopoulosAssociate Professor in Statistics, University of East AngliaVerified email at uea.ac.uk
Loukia MeligkotsidouAssociate Professor, Department of Mathematics, UoAVerified email at math.uoa.gr
Davy JanssensVerified email at uhasselt.be
Mario CoolsAssociate Professor of Transport and Mobility, Liège UniversityVerified email at telenet.be
Panagiotis TsiamyrtzisAssociate Professor, Dept. of Mechanical Engineering, Politechnico di MilanoVerified email at polimi.it
Petros DellaportasUniversity College London and Athens University of Economics and BusinessVerified email at ucl.ac.uk
Panagiota ZygouraStatistician in Frontier Science Foundation - HellasVerified email at frontier-science.gr
Gerassimos PapadopoulosInstitute of Geodynamics, National Observatory of Athens, GreeceVerified email at noa.gr
K. Orfanogiannaki, K. OrphanogiannakiInstitude of Geodynamics, National Observatory of AthensVerified email at noa.gr
Jonas AnderssonProfessor, Norwegian School of EconomicsVerified email at nhh.no
Emm. GiakoumakisProfessor AUEBVerified email at aueb.gr
Paul D. McNicholasProfessor & Canada Research Chair, McMaster University, Ontario, CanadaVerified email at math.mcmaster.ca
Ioannis KosmidisUniversity of WarwickVerified email at warwick.ac.uk
Andromachi TseloniProfessor of Quantitative CriminologyVerified email at lboro.ac.uk
Harry PavlopoulosAssociate Professor, Dept. of Statistics, Athens University of Economics and BusinessVerified email at aueb.gr

Dimitris Karlis

Professor, Dept of Statistics, Athens University of Economics and Business

Verified email at aueb.gr - Homepage

Statistics copulas discrete valued time series sport statistics


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Analysis of sports data by using bivariate Poisson models D Karlis, I Ntzoufras Journal of the Royal Statistical Society: Series D (The Statistician) 52 (3 …, 2003	411	2003
Choosing initial values for the EM algorithm for finite mixtures D Karlis, E Xekalaki Computational Statistics & Data Analysis 41 (3-4), 577-590, 2003	301	2003
Mixed poisson distributions D Karlis, E Xekalaki International Statistical Review/Revue Internationale de Statistique, 35-58, 2005	289	2005
Studying the effect of weather conditions on daily crash counts using a discrete time-series model T Brijs, D Karlis, G Wets Accident Analysis & Prevention 40 (3), 1180-1190, 2008	198	2008
An EM algorithm for multivariate Poisson distribution and related models D Karlis Journal of Applied Statistics 30 (1), 63-77, 2003	181	2003
Unsupervised stratification of cross-validation for accuracy estimation NA Diamantidis, D Karlis, EA Giakoumakis Artificial Intelligence 116 (1-2), 1-16, 2000	154	2000
Multivariate Poisson regression with covariance structure D Karlis, L Meligkotsidou Statistics and Computing 15 (4), 255-265, 2005	147	2005
Bayesian modelling of football outcomes: using the Skellam's distribution for the goal difference D Karlis, I Ntzoufras IMA Journal of Management Mathematics 20 (2), 133-145, 2009	142	2009
An EM type algorithm for maximum likelihood estimation of the normal–inverse Gaussian distribution D Karlis Statistics & probability letters 57 (1), 43-52, 2002	142	2002
Bivariate Poisson and diagonal inflated bivariate Poisson regression models in R D Karlis, I Ntzoufras Journal of Statistical Software 14 (10), 1-36, 2005	134	2005
Finite mixtures of multivariate Poisson distributions with application D Karlis, L Meligkotsidou Journal of statistical Planning and Inference 137 (6), 1942-1960, 2007	115	2007
Model-based clustering with non-elliptically contoured distributions D Karlis, A Santourian Statistics and Computing 19 (1), 73-83, 2009	113	2009
A bivariate INAR (1) process with application X Pedeli, D Karlis Statistical modelling 11 (4), 325-349, 2011	109	2011
Do people comply with the law because they fear getting caught? POH Wikström, A Tseloni, D Karlis European Journal of Criminology 8 (5), 401-420, 2011	104	2011
Bayesian analysis of the differences of count data D Karlis, I Ntzoufras Statistics in medicine 25 (11), 1885-1905, 2006	76	2006
Modeling multivariate count data using copulas AK Nikoloulopoulos, D Karlis Communications in Statistics-Simulation and Computation 39 (1), 172-187, 2009	74	2009
A simple rule for the selection of principal components D Karlis, G Saporta, A Spinakis Communications in Statistics-Theory and Methods 32 (3), 643-666, 2003	74	2003
Multivariate logit copula model with an application to dental data AK Nikoloulopoulos, D Karlis Statistics in Medicine 27 (30), 6393-6406, 2008	67	2008
Clustering with the multivariate normal inverse Gaussian distribution A O’Hagan, TB Murphy, IC Gormley, PD McNicholas, D Karlis Computational Statistics & Data Analysis 93, 18-30, 2016	64	2016
Model-based clustering using copulas with applications I Kosmidis, D Karlis Statistics and computing 26 (5), 1079-1099, 2016	58	2016

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