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Overview

Konstantinos Perrakis

Assistant Professor, Statistics

PhD Hasselt University


Affiliations
AffiliationRoom numberTelephone
Assistant Professor, Statistics in the Department of Mathematical SciencesMCS3061+44 (0) 191 33 46225

Research interests

  • Bayesian statistics
  • Model and variable selection
  • High-dimensional regression
  • Statistical modelling

Research groups

  • Probability & Statistics: Statistics
  • Probability and Statistics

Publications

Chapter in book

  • Perrakis, Konstantinos & Ntzoufras, Ioannis (2015). Stochastic Search Variable Selection (SSVS). In Wiley StatsRef: Statistics Reference Online. Balakrishnan, N, Brandimarte, P, Everitt, B, Molenberghs, G, Piegorsch, W & Ruggeri, F. John Wiley & Sons. 1-6.
  • Perrakis, Konstantinos, Fouskakis, Dimitris & Ntzoufras, Ioannis (2015). Bayesian Variable Selection for Generalized Linear Models Using the Power-Conditional-Expected-Posterior Prior. In Bayesian Statistics from Methods to Models and Applications. Frühwirth-Schnatter, S, Bitto, A, Kastner, G & Posekany, A. Springer Proceedings in Mathematics & Statistics. Springer, Cham. 126: 59-73.

Conference Paper

  • Perrakis, Konstantinos, Karlis, Dimitris, Cools, Mario, Janssens, Davy & Wets, Geert (2012), Poisson mixture regression for Bayesian inference on large over-dispersed transportation origin-destination matrices, in Komarek, A & Nagy, S eds, 27th International Workshop on Statistical Modelling. Prague, Statistical Modelling Society, 263-268.
  • Perrakis, Konstantinos, Cools, Mario, Karlis, Dimitris, Janssens, Davy, Kochan, Bruno, Bellemans, Tom & Wets, Geert (2012), Quantifying input-uncertainty in traffic assignment models, Transportation Research Board 91st Annual Meeting. Washington, DC, United States.
  • Perrakis, Konstantinos, Karlis, Dimitris, Cools, Mario, Janssens, Davy & Wets, Geert (2011), A Bayesian approach for modeling origin-destination matrices, Transportation Research Board 90th Annual Meeting. Washington, DC, United States.

Journal Article