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Georgios Papageorgiou

Lecturer in Statisticss
BSc (AUEB), PhD (UF)

Teaching

  • Statistical Learning, Autumn 2017 (moodle)
  • Analysis of Dependent Data, Spring 2018
  • Time Series Analysis, Spring 2018

(Past modules: Medical Statistics, Statistics: Theory and Practice)

Research Interests:

  • Bayesian nonparametrics, Biostatistics, Latent variables, Longitudinal data analysis, Modeling covariance matrices, Multivariate statistics, Spatial statistics

Software:

  • R package BNSP: Provides Markov chain Monte Carlo algorithms for non- and semi-parametric Bayesian models
  • R package mixcat: Fits mixed effects multinomial (ordinal and nominal) regression models with nonparametric mixing distribution

Publications:

  • Papageorgiou, G., Richardson, S. and Best, N. (2015). Bayesian nonparametric models for spatially indexed data of mixed type. Journal of the Royal Statistical Society - Series B, 77:973-999. Preprint.
  • Marra, G., Papageorgiou, G. and Radice, R. (2013). Estimation of a semiparametric recursive bivariate probit model with nonparametric mixing. Australian & New Zealand Journal of Statistics, 55:321-342.
  • Papageorgiou, G. and Ghosh, M. (2012). Estimation of small area event rates and of the associated standard errors. Journal of Statistical Planning and Inference, 142:2009-2016.
  • Papageorgiou, G. (2012). Restricted maximum likelihood estimation of joint mean-covariance models. Canadian Journal of Statistics, 40:225-242.
  • Papageorgiou, G. and Hinde, J. (2012). Multivariate generalized linear mixed models with semi-nonparametric and smooth nonparametric random effects densities. Statistics and Computing, 22:79-92.
  • Papageorgiou, G. and Ghosh, M. (2010). Multivariate limited translation empirical Bayes estimators. Journal of Statistical Planning and Inference, 140:1320-1329.
  • Ghosh, M., Papageorgiou, G. and Forrester, J. (2009). Multivariate limited translation hierarchical Bayes estimators. Journal of Multivariate Analysis, 100:1398-1411.

My email address is my first initial followed by a dot followed by my last name. Don't forget the usual "at" bbk "dot" ac dot uk.

Phone: +44 (0) 20 7631 6410
Office: 735
Office hours: by appointment