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Overview

Dr Konstantinos Perrakis

Assistant Professor


Affiliations
AffiliationTelephone
Assistant Professor in the Department of Mathematical Sciences

Research interests

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

Publications

Chapter in book

  • Stochastic Search Variable Selection (SSVS)
    Perrakis, K., & Ntzoufras, I. (2015). Stochastic Search Variable Selection (SSVS). In N. Balakrishnan, P. Brandimarte, B. Everitt, G. Molenberghs, W. Piegorsch, & F. Ruggeri (Eds.), Wiley StatsRef: Statistics Reference Online. (pp. 1-6). John Wiley and Sons. https://doi.org/10.1002/9781118445112.stat07829
  • Bayesian Variable Selection for Generalized Linear Models Using the Power-Conditional-Expected-Posterior Prior
    Perrakis, K., Fouskakis, D., & Ntzoufras, I. (2015). Bayesian Variable Selection for Generalized Linear Models Using the Power-Conditional-Expected-Posterior Prior. In S. Frühwirth-Schnatter, A. Bitto, G. Kastner, & A. Posekany (Eds.), Bayesian Statistics from Methods to Models and Applications. (pp. 59-73). Springer Proceedings in Mathematics & Statistics. Springer, Cham. https://doi.org/10.1007/978-3-319-16238-6_6

Conference Paper

Conference Proceeding

Edited book

  • Developments in Statistical Modelling
    Einbeck, J., Maeng, H., Ogundimu, E., & Perrakis, K. (Eds.). (2024). Developments in Statistical Modelling. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-65723-8

Journal Article

Supervision students