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ORCIDDimitris Karlis
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2020 – today
- 2024
[j22]Vasilis Chasiotis
, Dimitris Karlis:
Subdata selection for big data regression: an improved approach. J. Data Sci. Stat. Vis. 4(3) (2024)- 2023
- [j21]Marius Ötting, Dimitris Karlis:
Football tracking data: a copula-based hidden Markov model for classification of tactics in football. Ann. Oper. Res. 325(1): 167-183 (2023) - 2022
- [j20]Yuan Fang, Dimitris Karlis, Sanjeena Subedi:
Infinite Mixtures of Multivariate Normal-Inverse Gaussian Distributions for Clustering of Skewed Data. J. Classif. 39(3): 510-552 (2022) - 2021
- [j19]Tyler Roick, Dimitris Karlis, Paul D. McNicholas:
Clustering discrete-valued time series. Adv. Data Anal. Classif. 15(1): 209-229 (2021)
2010 – 2019
- 2017
- [j18]Lluís Bermúdez, Dimitris Karlis, Miguel Santolino:
A finite mixture of multiple discrete distributions for modelling heaped count data. Comput. Stat. Data Anal. 112: 14-23 (2017) - 2016
- [j17]Adrian O'Hagan, Thomas Brendan Murphy, Isobel Claire Gormley, Paul D. McNicholas, Dimitris Karlis:
Clustering with the multivariate normal inverse Gaussian distribution. Comput. Stat. Data Anal. 93: 18-30 (2016) - [j16]Ioannis Kosmidis, Dimitris Karlis:
Model-based clustering using copulas with applications. Stat. Comput. 26(5): 1079-1099 (2016) - 2014
- [j15]Veni Arakelian, Dimitris Karlis:
Clustering Dependencies Via Mixtures of Copulas. Commun. Stat. Simul. Comput. 43(7): 1644-1661 (2014) - [j14]Simos G. Meintanis, Dimitris Karlis:
Validation tests for the innovation distribution in INAR time series models. Comput. Stat. 29(5): 1221-1241 (2014) - 2013
- [j13]Xanthi Pedeli, Dimitris Karlis:
Some properties of multivariate INAR(1) processes. Comput. Stat. Data Anal. 67: 213-225 (2013) - [j12]Xanthi Pedeli, Dimitris Karlis:
On Estimation of the Bivariate Poisson INAR Process. Commun. Stat. Simul. Comput. 42(3): 514-533 (2013) - 2012
- [j11]Lluís Bermúdez, Dimitris Karlis:
A finite mixture of bivariate Poisson regression models with an application to insurance ratemaking. Comput. Stat. Data Anal. 56(12): 3988-3999 (2012) - 2010
- [j10]Aristidis K. Nikoloulopoulos, Dimitris Karlis:
Modeling Multivariate Count Data Using Copulas. Commun. Stat. Simul. Comput. 39(1): 172-187 (2010)
2000 – 2009
- 2009
- [j9]Dimitris Karlis:
A note on the exponential Poisson distribution: A nested EM algorithm. Comput. Stat. Data Anal. 53(4): 894-899 (2009) - [j8]Dimitris Karlis, Anais Santourian:
Model-based clustering with non-elliptically contoured distributions. Stat. Comput. 19(1): 73-83 (2009) - 2008
- [j7]Aristidis K. Nikoloulopoulos, Dimitris Karlis:
Copula model evaluation based on parametric bootstrap. Comput. Stat. Data Anal. 52(7): 3342-3353 (2008) - [j6]Dimitris Karlis, Panagiotis Tsiamyrtzis:
Exact Bayesian modeling for bivariate Poisson data and extensions. Stat. Comput. 18(1): 27-40 (2008) - 2007
- [j5]Dimitris Karlis, Valentin Patilea:
Confidence intervals of the hazard rate function for discrete distributions using mixtures. Comput. Stat. Data Anal. 51(11): 5388-5401 (2007) - 2006
- [c1]Kris Brijs, Koen Vanhoof, Tom Brijs, Dimitris Karlis:
Using Fuzzy Set Theory to Assess Country-of-Origin Effects on the Formation of Product Attitude. MDAI 2006: 138-149 - 2005
- [j4]Dimitris Karlis, Loukia Meligkotsidou:
Multivariate Poisson regression with covariance structure. Stat. Comput. 15(4): 255-265 (2005) - 2003
- [j3]Dimitris Karlis, Evdokia Xekalaki:
Choosing initial values for the EM algorithm for finite mixtures. Comput. Stat. Data Anal. 41(3-4): 577-590 (2003) - 2000
- [j2]N. A. Diamantidis, Dimitris Karlis, Emmanouel A. Giakoumakis:
Unsupervised stratification of cross-validation for accuracy estimation. Artif. Intell. 116(1-2): 1-16 (2000)
1990 – 1999
- 1999
- [j1]Dimitris Karlis, Evdokia Xekalaki:
Improving the EM algorithm for mixtures. Stat. Comput. 9(4): 303-307 (1999)
Coauthor Index
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