Dr Manolis KALLIGERIS
Data Scientist - R&DS Consultant @ Circana Hellas S.A., Athens, Greece
PUBLICATIONS
Textbooks
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Karagrigoriou, A. and Kalligeris, E.-N.: Linear Models and Design of Experiments with the use of R and Minitab (in Greek). Kallipos+ (2023). Download
In Refereed Journals, Books, Proceedings
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Kalligeris, E.-N., Barbu, V.-S., Hacques, G., Seifert, L. and Vergne, N.: Unveiling the Persistent Dynamics of Visual-Motor Skill via Drifting Markov Modeling. Nonlinear Dynamics, Psychology, and Life Sciences, 28(4), 431–447 (2024).
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Kalligeris, E.-N., Karagrigoriou, A. and Parpoula, C.: On Stochastic Dynamic Modeling of Incidence Data. International Journal of Biostatistics, 20(1), 201–215 (2023).
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Kalligeris, E.-N. and Makrides, A.: Statistical Process Monitoring Techniques for COVID-19, Data Analysis and Related Applications: Theory and Practice Vol. 2, Zafeiris et al. eds, iSTE Wiley, London, 211–222 (2022).
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Zimeras, S. and Kalligeris, E.-N.: Clustering Techniques for Categorical Data: Correspondence Analysis. Interdisciplinary Perspectives on Operations Management and Service Evaluation, eds. Manolitzas, P., Zopounidis, C., Talias, M., Grigoroudis, E. and Matsatsinis, N., IGI Global, 76–93 (2020).
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Kalligeris, E.-N., Karagrigoriou, A., Lambrou, A. and Parpoula, C.: Statistical Techniques and Stochastic Modeling in Public Health Surveillance Systems Engineering. In Recent Advances in Mathematics for Engineering, ed. Mangey R., CRC/Taylor & Francis, 1–19 (2020).
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Ntotsis, K., Kalligeris, E.-N. and Karagrigoriou, A.: A Comparative Study of Multivariate Analysis Techniques for Highly Correlated Variable Identification and Management, International Journal of Mathematical, Engineering and Management Sciences, 5(1), 45–55 (2020).
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Kalligeris, E.-N., Karagrigoriou, A. and Parpoula, C.: Periodic–Type Auto-Regressive Moving Average Modeling with Covariates for Time–Series Incidence Data via Changepoint Detection. Statistical Methods in Medical Research, 29(6), 1639–1649 (2020).
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Kalligeris, E.-N., Karagrigoriou, A., and Parpoula, C.: On Mixed PARMA Modeling of Epidemiological Time Series Data. Communications in Statistics – Case Studies, Data Analysis and Applications, 6(1), 36–49 (2020).
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Kalligeris, E.-N., Karagrigoriou, A., Ladopoulos, K. and Parpoula, C.: Adjusted Transformation Methods for Reproduction Quality Control. Journal of Mathematics and Statistics, 15, 273–279 (2019).
In Refereed Proceedings
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Kalligeris, E.-N., Karagrigoriou, A., Makrides, A., Parpoula, C. and Barbu, V.- S.: On Some Aspects of Semi-Markov Switching Models. Proceedings 22nd European Young Statisticians Meeting, Makrides, A. et al. eds, Panteion University Publications, 46−50 (2021).
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Kalligeris, E.-N., Karagrigoriou, A. and Parpoula, C.: An Advanced Markov Switching Approach for the Modelling of Consultation Rate Data. Engineering Proceedings, 5(1), 2 (2021).
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Parpoula, C., Kalligeris, E.-N. and Karagrigoriou A.: A Comparative Study of Change-Point Analysis Techniques for Outbreak Detection. Proceedings 21st European Young Statisticians Meeting, Milosevic, B. & Obradovic, M. eds., Faculty of Mathematics, University of Belgrade Publications, 85–89 (2019).
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Kalligeris, E.-N., Karagrigoriou, A., Lambrou, A., and Parpoula, C.: A Comparative Study for the Use of Periodic Regression Models for Epidemiological Surveillance. Proceedings 31st Panhellenic Statistical Conference, 292–301 (2018).
Theses & Software
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Kalligeris, E.-N.: New Developments on Modelling Techniques for Dynamical Systems with Applications, Ph.D Thesis, Dept. of Statistics and Actuarial - Financial Mathematics, Univ. of the Aegean (2022).
Advisor: Prof. Alex Karagrigoriou -
Karagrigoriou, A. and Kalligeris, E.-N.: Online tool for calculating both probabilities and critical values from Normal, χ2, tn and Fn,m distributions, Shinyapps (2022). Use it now!
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Kalligeris, E.-N.: Generalized Linear Mixed Models with Applications, M.Sc Thesis, Dept. of Mathematics, Division of Statistics and Actuarial-Financial Mathematics, Univ. of the Aegean (2018).
Advisor: Prof. Alex Karagrigoriou -
Kalligeris, E.-N.: "SCORAN" software for the implementation and processing of data via correspondence analysis, Mathworks, (2016).
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Kalligeris, E.-N.: Correspondence Analysis in Categorical Data, B.Sc Thesis, Dept. of Statistics and Actuarial-Financial Mathematics, Univ. of the Aegean (2016).
Advisor: Associate Prof. Stelios Zimeras.