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Author ID: karlis.dimitris Recent zbMATH articles by "Karlis, Dimitris"
Published as: Karlis, Dimitris; Karlis, D.
External Links: MGP · ORCID
Documents Indexed: 65 Publications since 1998
1 Contribution as Editor
Reviewing Activity: 32 Reviews
Co-Authors: 49 Co-Authors with 59 Joint Publications
655 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

53 Publications have been cited 636 times in 484 Documents Cited by Year
Mixed Poisson distributions. Zbl 1104.62010
Karlis, Dimitris; Xekalaki, Evdokia
63
2005
Choosing initial values for the EM algorithm for finite mixtures. Zbl 1429.62082
Karlis, Dimitris; Xekalaki, Evdokia
60
2003
An EM algorithm for multivariate Poisson distribution and related models. Zbl 1121.62408
Karlis, Dimitris
36
2003
Finite mixtures of multivariate Poisson distributions with application. Zbl 1116.60006
Karlis, Dimitris; Meligkotsidou, Loukia
33
2007
Bayesian modelling of football outcomes: using the Skellam’s distribution for the goal difference. Zbl 1169.91420
Karlis, Dimitris; Ntzoufras, Ioannis
26
2009
An EM type algorithm for maximum likelihood estimation of the normal-inverse Gaussian distribution. Zbl 0996.62015
Karlis, Dimitris
24
2002
Flexible bivariate INAR(1) processes using copulas. Zbl 1347.62194
Karlis, Dimitris; Pedeli, Xanthi
22
2013
Some properties of multivariate INAR(1) processes. Zbl 1471.62158
Pedeli, Xanthi; Karlis, Dimitris
20
2013
Minimum Hellinger distance estimation for Poisson mixtures. Zbl 1042.62515
Karlis, Dimitris; Xekalaki, Evdokia
20
1998
On composite likelihood estimation of a multivariate INAR(1) model. Zbl 1274.62376
Pedeli, Xanthi; Karlis, Dimitris
19
2013
Bayesian multivariate Poisson models for insurance ratemaking. Zbl 1233.91140
Bermúdez, Lluís; Karlis, Dimitris
19
2011
Modeling multivariate count data using copulas. Zbl 1183.62100
Nikoloulopoulos, Aristidis K.; Karlis, Dimitris
17
2010
Clustering with the multivariate normal inverse Gaussian distribution. Zbl 1468.62151
O’Hagan, Adrian; Murphy, Thomas Brendan; Gormley, Isobel Claire; McNicholas, Paul D.; Karlis, Dimitris
17
2016
On modeling count data: a comparison of some well-known discrete distributions. Zbl 1136.62017
Nikoloulopoulos, Aristidis K.; Karlis, Dimitris
16
2008
Finite normal mixture copulas for multivariate discrete data modeling. Zbl 1169.62044
Nikoloulopoulos, Aristidis K.; Karlis, Dimitris
16
2009
A bivariate INAR(1) process with application. Zbl 1420.62393
Pedeli, Xanthi; Karlis, Dimitris
15
2011
Robust inference for finite Poisson mixtures. Zbl 0997.62042
Karlis, Dimitris; Xekalaki, Evdokia
15
2001
Model-based clustering using copulas with applications. Zbl 06652996
Kosmidis, Ioannis; Karlis, Dimitris
13
2016
EM algorithm for mixed Poisson and other discrete distributions. Zbl 1100.62026
Karlis, Dimitris
13
2005
Copula model evaluation based on parametric bootstrap. Zbl 1452.62352
Nikoloulopoulos, Aristidis K.; Karlis, Dimitris
13
2008
On estimation of the bivariate Poisson INAR process. Zbl 1347.62201
Pedeli, Xanthi; Karlis, Dimitris
12
2013
ML estimation for multivariate shock models via an EM algorithm. Zbl 1047.62052
Karlis, Dimitris
12
2003
A general EM approach for maximum likelihood estimation in mixed Poisson regression models. Zbl 1104.62018
Karlis, Dimitris
12
2001
A finite mixture of bivariate Poisson regression models with an application to insurance ratemaking. Zbl 1254.91264
Bermúdez, Lluís; Karlis, Dimitris
11
2012
Validation tests for the innovation distribution in INAR time series models. Zbl 1306.65102
Meintanis, Simos G.; Karlis, Dimitris
10
2014
On testing for the number of components in a mixed Poisson model. Zbl 0928.62061
Karlis, Dimitris; Xekalaki, Evdokia
10
1999
A multivariate Poisson mixture model for marketing applications. Zbl 1059.62121
Brijs, Tom; Karlis, Dimitris; Swinnen, Gilbert; Vanhoof, Koen; Wets, Geert; Manchanda, Puneet
8
2004
A note on the exponential Poisson distribution: a nested EM algorithm. Zbl 1452.62080
Karlis, Dimitris
7
2009
Modelling losses using an exponential-inverse Gaussian distribution. Zbl 1054.62127
Frangos, Nikolaos; Karlis, Dimitris
7
2004
Bayesian assessment of the distribution of insurance claim counts using reversible jump MCMC. Zbl 1141.62312
Ntzoufras, Ioannis; Katsis, Athanassios; Karlis, Dimitris
6
2005
Confidence intervals of the hazard rate function for discrete distributions using mixtures. Zbl 1445.62058
Karlis, Dimitris; Patilea, Valentin
6
2007
Bayesian estimation in Kibble’s bivariate gamma distribution. Zbl 1098.62030
Iliopoulos, George; Karlis, Dimitris; Ntzoufras, Ioannis
6
2005
Allowing for time and cross dependence assumptions between claim counts in ratemaking models. Zbl 1417.91262
Bermúdez, Lluís; Guillén, Montserrat; Karlis, Dimitris
5
2018
Treating missing values in INAR(1) models: an application to syndromic surveillance data. Zbl 1224.62044
Andersson, Jonas; Karlis, Dimitris
4
2010
Simulation from the Bessel distribution with applications. Zbl 1040.65005
Iliopoulos, George; Karlis, Dimitris
4
2003
Strategies for efficient computation of multivariate Poisson probabilities. Zbl 1100.62541
Tsiamyrtzis, Panagiotis; Karlis, Dimitris
4
2004
Clustering dependencies via mixtures of copulas. Zbl 1333.62162
Arakelian, Veni; Karlis, Dimitris
3
2014
Composite likelihood for time series models with a latent autoregressive process. Zbl 1206.62153
Ng, Chi Tim; Joe, Harry; Karlis, Dimitris; Liu, Juxin
3
2011
A posteriori ratemaking using bivariate Poisson models. Zbl 1401.91100
Bermúdez, Lluís; Karlis, Dimitris
3
2017
Regression in a copula model for bivariate count data. Zbl 07252530
Nikoloulopoulos, Aristidis K.; Karlis, Dimitris
3
2010
A parametric time series model with covariates for integers in \(\mathbb Z\). Zbl 07257899
Andersson, Jonas; Karlis, Dimitris
3
2014
Tests of fit for normal inverse Gaussian distributions. Zbl 1220.62048
Fragiadakis, K.; Karlis, D.; Meintanis, S. G.
2
2009
Unsupervised stratification of cross-validation for accuracy estimation. Zbl 0939.68744
Diamantidis, N. A.; Karlis, D.; Giakoumakis, E. A.
2
2000
Bayesian estimation of NIG models via Markov chain Monte Carlo methods. Zbl 1063.91035
Karlis, Dimitris; Lillestöl, Jostein
2
2004
Confidence intervals of the premiums of optimal bonus malus systems. Zbl 1416.91193
Karlis, Dimitris; Tzougas, George; Frangos, Nicholas
2
2018
Bootstrap confidence intervals in mixtures of discrete distributions. Zbl 1186.62059
Karlis, Dimitris; Patilea, Valentin
2
2008
On some discrete valued time series models based on mixtures and thinning. Zbl 1020.62086
Yiokari, Nikkie; Xekalaki, Evdokia; Karlis, Dimitris
2
2002
An EM algorithm for fitting a new class of mixed exponential regression models with varying dispersion. Zbl 1447.91149
Tzougas, George; Karlis, Dimitris
2
2020
A model for identifying and ranking dangerous accident locations: a case study in Flanders. Zbl 1115.62122
Brijs, Tom; Van den Bossche, Filip; Wets, Geert; Karlis, Dimitris
2
2006
Statistical modelling for soccer games: the Greek league. Zbl 1055.91507
Karlis, Dimitris; Ntzoufras, Ioannis
1
1998
Analysis of defaulters’ behaviour using the Poisson-mixture approach. Zbl 1153.91522
Karlis, Dimitris; Rahmouni, Mohieddine
1
2007
A simple rule for the selection of principal components. Zbl 1029.62054
Karlis, Dimitris; Saporta, Gilbert; Spinakis, Antonis
1
2003
Inference procedures for the variance gamma model and applications. Zbl 1348.62160
Fragiadakis, K.; Karlis, D.; Meintanis, S. G.
1
2013
An EM algorithm for fitting a new class of mixed exponential regression models with varying dispersion. Zbl 1447.91149
Tzougas, George; Karlis, Dimitris
2
2020
Allowing for time and cross dependence assumptions between claim counts in ratemaking models. Zbl 1417.91262
Bermúdez, Lluís; Guillén, Montserrat; Karlis, Dimitris
5
2018
Confidence intervals of the premiums of optimal bonus malus systems. Zbl 1416.91193
Karlis, Dimitris; Tzougas, George; Frangos, Nicholas
2
2018
A posteriori ratemaking using bivariate Poisson models. Zbl 1401.91100
Bermúdez, Lluís; Karlis, Dimitris
3
2017
Clustering with the multivariate normal inverse Gaussian distribution. Zbl 1468.62151
O’Hagan, Adrian; Murphy, Thomas Brendan; Gormley, Isobel Claire; McNicholas, Paul D.; Karlis, Dimitris
17
2016
Model-based clustering using copulas with applications. Zbl 06652996
Kosmidis, Ioannis; Karlis, Dimitris
13
2016
Validation tests for the innovation distribution in INAR time series models. Zbl 1306.65102
Meintanis, Simos G.; Karlis, Dimitris
10
2014
Clustering dependencies via mixtures of copulas. Zbl 1333.62162
Arakelian, Veni; Karlis, Dimitris
3
2014
A parametric time series model with covariates for integers in \(\mathbb Z\). Zbl 07257899
Andersson, Jonas; Karlis, Dimitris
3
2014
Flexible bivariate INAR(1) processes using copulas. Zbl 1347.62194
Karlis, Dimitris; Pedeli, Xanthi
22
2013
Some properties of multivariate INAR(1) processes. Zbl 1471.62158
Pedeli, Xanthi; Karlis, Dimitris
20
2013
On composite likelihood estimation of a multivariate INAR(1) model. Zbl 1274.62376
Pedeli, Xanthi; Karlis, Dimitris
19
2013
On estimation of the bivariate Poisson INAR process. Zbl 1347.62201
Pedeli, Xanthi; Karlis, Dimitris
12
2013
Inference procedures for the variance gamma model and applications. Zbl 1348.62160
Fragiadakis, K.; Karlis, D.; Meintanis, S. G.
1
2013
A finite mixture of bivariate Poisson regression models with an application to insurance ratemaking. Zbl 1254.91264
Bermúdez, Lluís; Karlis, Dimitris
11
2012
Bayesian multivariate Poisson models for insurance ratemaking. Zbl 1233.91140
Bermúdez, Lluís; Karlis, Dimitris
19
2011
A bivariate INAR(1) process with application. Zbl 1420.62393
Pedeli, Xanthi; Karlis, Dimitris
15
2011
Composite likelihood for time series models with a latent autoregressive process. Zbl 1206.62153
Ng, Chi Tim; Joe, Harry; Karlis, Dimitris; Liu, Juxin
3
2011
Modeling multivariate count data using copulas. Zbl 1183.62100
Nikoloulopoulos, Aristidis K.; Karlis, Dimitris
17
2010
Treating missing values in INAR(1) models: an application to syndromic surveillance data. Zbl 1224.62044
Andersson, Jonas; Karlis, Dimitris
4
2010
Regression in a copula model for bivariate count data. Zbl 07252530
Nikoloulopoulos, Aristidis K.; Karlis, Dimitris
3
2010
Bayesian modelling of football outcomes: using the Skellam’s distribution for the goal difference. Zbl 1169.91420
Karlis, Dimitris; Ntzoufras, Ioannis
26
2009
Finite normal mixture copulas for multivariate discrete data modeling. Zbl 1169.62044
Nikoloulopoulos, Aristidis K.; Karlis, Dimitris
16
2009
A note on the exponential Poisson distribution: a nested EM algorithm. Zbl 1452.62080
Karlis, Dimitris
7
2009
Tests of fit for normal inverse Gaussian distributions. Zbl 1220.62048
Fragiadakis, K.; Karlis, D.; Meintanis, S. G.
2
2009
On modeling count data: a comparison of some well-known discrete distributions. Zbl 1136.62017
Nikoloulopoulos, Aristidis K.; Karlis, Dimitris
16
2008
Copula model evaluation based on parametric bootstrap. Zbl 1452.62352
Nikoloulopoulos, Aristidis K.; Karlis, Dimitris
13
2008
Bootstrap confidence intervals in mixtures of discrete distributions. Zbl 1186.62059
Karlis, Dimitris; Patilea, Valentin
2
2008
Finite mixtures of multivariate Poisson distributions with application. Zbl 1116.60006
Karlis, Dimitris; Meligkotsidou, Loukia
33
2007
Confidence intervals of the hazard rate function for discrete distributions using mixtures. Zbl 1445.62058
Karlis, Dimitris; Patilea, Valentin
6
2007
Analysis of defaulters’ behaviour using the Poisson-mixture approach. Zbl 1153.91522
Karlis, Dimitris; Rahmouni, Mohieddine
1
2007
A model for identifying and ranking dangerous accident locations: a case study in Flanders. Zbl 1115.62122
Brijs, Tom; Van den Bossche, Filip; Wets, Geert; Karlis, Dimitris
2
2006
Mixed Poisson distributions. Zbl 1104.62010
Karlis, Dimitris; Xekalaki, Evdokia
63
2005
EM algorithm for mixed Poisson and other discrete distributions. Zbl 1100.62026
Karlis, Dimitris
13
2005
Bayesian assessment of the distribution of insurance claim counts using reversible jump MCMC. Zbl 1141.62312
Ntzoufras, Ioannis; Katsis, Athanassios; Karlis, Dimitris
6
2005
Bayesian estimation in Kibble’s bivariate gamma distribution. Zbl 1098.62030
Iliopoulos, George; Karlis, Dimitris; Ntzoufras, Ioannis
6
2005
A multivariate Poisson mixture model for marketing applications. Zbl 1059.62121
Brijs, Tom; Karlis, Dimitris; Swinnen, Gilbert; Vanhoof, Koen; Wets, Geert; Manchanda, Puneet
8
2004
Modelling losses using an exponential-inverse Gaussian distribution. Zbl 1054.62127
Frangos, Nikolaos; Karlis, Dimitris
7
2004
Strategies for efficient computation of multivariate Poisson probabilities. Zbl 1100.62541
Tsiamyrtzis, Panagiotis; Karlis, Dimitris
4
2004
Bayesian estimation of NIG models via Markov chain Monte Carlo methods. Zbl 1063.91035
Karlis, Dimitris; Lillestöl, Jostein
2
2004
Choosing initial values for the EM algorithm for finite mixtures. Zbl 1429.62082
Karlis, Dimitris; Xekalaki, Evdokia
60
2003
An EM algorithm for multivariate Poisson distribution and related models. Zbl 1121.62408
Karlis, Dimitris
36
2003
ML estimation for multivariate shock models via an EM algorithm. Zbl 1047.62052
Karlis, Dimitris
12
2003
Simulation from the Bessel distribution with applications. Zbl 1040.65005
Iliopoulos, George; Karlis, Dimitris
4
2003
A simple rule for the selection of principal components. Zbl 1029.62054
Karlis, Dimitris; Saporta, Gilbert; Spinakis, Antonis
1
2003
An EM type algorithm for maximum likelihood estimation of the normal-inverse Gaussian distribution. Zbl 0996.62015
Karlis, Dimitris
24
2002
On some discrete valued time series models based on mixtures and thinning. Zbl 1020.62086
Yiokari, Nikkie; Xekalaki, Evdokia; Karlis, Dimitris
2
2002
Robust inference for finite Poisson mixtures. Zbl 0997.62042
Karlis, Dimitris; Xekalaki, Evdokia
15
2001
A general EM approach for maximum likelihood estimation in mixed Poisson regression models. Zbl 1104.62018
Karlis, Dimitris
12
2001
Unsupervised stratification of cross-validation for accuracy estimation. Zbl 0939.68744
Diamantidis, N. A.; Karlis, D.; Giakoumakis, E. A.
2
2000
On testing for the number of components in a mixed Poisson model. Zbl 0928.62061
Karlis, Dimitris; Xekalaki, Evdokia
10
1999
Minimum Hellinger distance estimation for Poisson mixtures. Zbl 1042.62515
Karlis, Dimitris; Xekalaki, Evdokia
20
1998
Statistical modelling for soccer games: the Greek league. Zbl 1055.91507
Karlis, Dimitris; Ntzoufras, Ioannis
1
1998
all top 5

Cited by 808 Authors

30 Karlis, Dimitris
17 McNicholas, Paul D.
14 Punzo, Antonio
10 Gómez-Déniz, Emilio
10 Jowaheer, Vandna
10 Sunecher, Yuvraj
9 Karunamuni, Rohana J.
9 Nikoloulopoulos, Aristidis K.
8 Calderín Ojeda, Enrique
8 Ingrassia, Salvatore
8 Khan, Naushad Mamode
8 Wu, Jingjing
7 Wang, Dehui
6 Browne, Ryan P.
6 Lin, Tsung I.
6 Ristić, Miroslav M.
6 Weiß, Christian H.
6 Zhu, Fukang
5 Barreto-Souza, Wagner
5 Kundu, Debasis
5 Louzada, Francisco
5 Popović, Predrag M.
5 Wei, Bocheng
5 Xie, Feng-Chang
4 Bakouch, Hassan S.
4 Bermúdez, Lluís
4 Cancho, Vicente Garibay
4 Hernández-Bastida, Agustin
4 Hung, Wenliang
4 Lee, Sharon X.
4 McLachlan, Geoffrey John
4 Melnykov, Volodymyr
4 Ong, Seng-Huat
4 Pedeli, Xanthi
4 Tzougas, George
3 Andrade, Marinho Gomes
3 Chan, Jennifer So Kuen
3 Chesneau, Christophe
3 Conceição, Katiane S.
3 Cui, Yan
3 Forbes, Florence
3 Joe, Harry
3 Kachour, Maher
3 Kalema, George
3 Kokonendji, Célestin Clotaire
3 Li, Qi
3 Marra, Giampiero
3 Meintanis, Simos G.
3 Miljkovic, Tatjana
3 Molenberghs, Geert
3 Nadarajah, Saralees
3 Nastić, Aleksandar S.
3 Sarabia, José María
3 Schweer, Sebastian
3 Scotto, Manuel González
3 Sriram, T. N.
3 Suzuki, Adriano K.
3 Tian, Guoliang
3 Vittadini, Giorgio
3 Xekalaki, Evdokia
3 Zhu, Xuwen
2 Al-Moisheer, A. S.
2 Alba Fernández, Virtudes
2 Alfò, Marco
2 Andrews, Jeffrey L.
2 Anisha, P.
2 Badescu, Andrei L.
2 Barriga, Gladys Dorotea Cacsire
2 Bartolucci, Francesco
2 Bertoli, Wesley
2 Bhati, Deepesh
2 Bourguignon, Marcelo
2 Brijs, Tom
2 Buteikis, Andrius
2 Canale, Antonio
2 Carpita, Maurizio
2 Chang-Chien, Shou-Jen
2 Chatrabgoun, Omid
2 Chee, Chew-Seng
2 Chen, Jen-Hao
2 Coretto, Pietro
2 Dávila Cárdenes, Nancy
2 Dey, Dipak Kumar
2 Ding, Xiqian
2 Doukhan, Paul
2 Dreyfuss, Michael
2 Dupuy, Jean-François
2 Ebner, Bruno
2 Fantazzini, Dean
2 Fernández-Sánchez, M. P.
2 Fokianos, Konstantinos
2 Franco-Nicolás, Manuel
2 Fuchs, Sebastian L.
2 Fung, Tsz Chai
2 Furman, Edward
2 Garel, Bernard Bertrand
2 Giat, Yahel
2 Gormley, Isobel Claire
2 Hassanzadeh, Fatemeh
2 Hennig, Christian
...and 708 more Authors
all top 5

Cited in 101 Serials

54 Computational Statistics and Data Analysis
38 Communications in Statistics. Theory and Methods
27 Journal of Statistical Computation and Simulation
23 Journal of Applied Statistics
20 Journal of Statistical Planning and Inference
19 Journal of Multivariate Analysis
18 Insurance Mathematics & Economics
14 Computational Statistics
12 Communications in Statistics. Simulation and Computation
12 Statistical Papers
10 ASTIN Bulletin
10 The Annals of Applied Statistics
9 Statistics & Probability Letters
9 Journal of Classification
9 Statistical Modelling
7 Scandinavian Actuarial Journal
7 Advances in Data Analysis and Classification. ADAC
6 Brazilian Journal of Probability and Statistics
6 Statistical Methods and Applications
6 Statistical Methodology
5 Biometrics
5 Journal of Computational and Applied Mathematics
5 Statistics
5 Quantitative Finance
5 Statistics and Computing
4 The Canadian Journal of Statistics
4 Metrika
4 Annals of the Institute of Statistical Mathematics
4 Biometrical Journal
4 Journal of the American Statistical Association
4 Journal of Econometrics
4 Journal of Time Series Analysis
4 European Journal of Operational Research
4 Test
4 Journal of the Korean Statistical Society
4 Journal of Statistical Theory and Practice
4 AStA. Advances in Statistical Analysis
3 Mathematics and Computers in Simulation
3 Applied Stochastic Models in Business and Industry
3 Electronic Journal of Statistics
3 Journal of Theoretical Biology
3 Journal of Statistical Distributions and Applications
2 Lithuanian Mathematical Journal
2 The Annals of Statistics
2 Metron
2 Statistica Neerlandica
2 Computers & Operations Research
2 Annals of Operations Research
2 Machine Learning
2 International Journal of Computer Mathematics
2 Bernoulli
2 Methodology and Computing in Applied Probability
2 Statistical Applications in Genetics and Molecular Biology
2 North American Actuarial Journal
2 SORT. Statistics and Operations Research Transactions
2 European Actuarial Journal
2 Journal of Time Series Econometrics
2 Journal of Mathematics
2 Dependence Modeling
2 Modern Stochastics. Theory and Applications
1 Journal of the Franklin Institute
1 Fuzzy Sets and Systems
1 Information Sciences
1 Operations Research Letters
1 American Journal of Mathematical and Management Sciences
1 Facta Universitatis. Series Mathematics and Informatics
1 Econometric Reviews
1 International Journal of Approximate Reasoning
1 Journal of Economic Dynamics & Control
1 Applied Mathematics Letters
1 Science in China. Series A
1 YUJOR. Yugoslav Journal of Operations Research
1 Pattern Recognition
1 Journal of Mathematical Sciences (New York)
1 Computational and Applied Mathematics
1 Filomat
1 Monte Carlo Methods and Applications
1 Lifetime Data Analysis
1 Journal of Nonparametric Statistics
1 Finance and Stochastics
1 Far East Journal of Theoretical Statistics
1 The Econometrics Journal
1 Stochastic Environmental Research and Risk Assessment
1 Advances and Applications in Statistics
1 Proceedings of the National Academy of Sciences, India. Section A. Physical Sciences
1 Stochastic Models
1 Bulletin of the Malaysian Mathematical Sciences Society. Second Series
1 OR Spectrum
1 Hacettepe Journal of Mathematics and Statistics
1 International Journal of Computational Methods
1 Advances in Difference Equations
1 ALEA. Latin American Journal of Probability and Mathematical Statistics
1 Statistical Analysis and Data Mining
1 Probability Surveys
1 Statistics Surveys
1 Afrika Statistika
1 Journal of Computational and Graphical Statistics
1 Journal of Agricultural, Biological, and Environmental Statistics
1 Sankhyā. Series B
1 Bayesian Analysis
...and 1 more Serials

Citations by Year