Publications

Submitted

• Bouranis L., Demiris, N., Barmpounakis, P. and Kalogeropoulos, K., (2026). Exchangeable Gaussian Processes with application to epidemics. Draft.

• Aschermayr, P. Demiris, N. and Kalogeropoulos, K. (2026). Semi-Markov Models with Particle-Based Bayesian Inference for Epidemics. Draft

• Dubiel-Teleszynski, T., Kalogeropoulos, K. and Karouzakis, N. (2026). Dynamic Inference in Term Structure Models with Unspanned Latent Risks. Draft

• Vamvourellis, K. Phillips, L. and Kalogeropoulos, K. (2026). Bayesian Benefit-Risk Assessment with Dependent Outcomes via Latent Factor Models. Draft

Journal Articles

• Bouranis L., Demiris, N., Kalogeropoulos, K. and Ntzoufras, I., (2025). Bayesian analysis of diffusion-driven multi-type epidemic models with application to COVID-19.
  Journal of Royal Statistical Society Series A.
  Publisher link | Draft

• Chatzilena A., Demiris N. and Kalogeropoulos K. (2024) A modelling framework for the analysis of the transmission of SARS-CoV2. Statistics in Medicine 43(23): 2542-2558.
  Publisher link | Draft

• Dubiel-Teleszynski, T., Kalogeropoulos, K. and Karouzakis, N. (2023). Sequential Learning and Economic Benefits from Dynamic Term Structure Models.
  Management Science 70(4):2236-2254.
  Publisher link | Draft

• Vamvourellis, K., Kalogeropoulos, K. and Moustaki, I. (2023). Generalised Bayesian structural equation modelling.
  British Journal of Mathematical and Statistical Psychology, 76(3), 559–584.
  Publisher link | Draft

• Malesios, C., Demiris, N., Kalogeropoulos, K., and Ntzoufras, I. (2017).
  Bayesian spatio-temporal epidemic models with applications to sheep pox.
  Statistics in Medicine, 36(20), 3216–3230.
  Publisher link | Draft

• Dureau, J., Kalogeropoulos, K., Vickerman, P., Pickles, M., and Boily, M.-C. (2016).
  A Bayesian approach to estimate changes in condom use from limited HIV prevalence data.
  Journal of the Royal Statistical Society: Series C, 65(2), 237–257.
  Publisher link | Draft

• Dureau, J., Beskos, A., and Kalogeropoulos, K. (2015).
  Bayesian inference for partially observed SDEs driven by fractional Brownian motion.
  Biometrika, 102(4), 809–827.
  Publisher link | Draft

• Dureau, J., Kalogeropoulos, K., and Baguelin, M. (2013).
  Capturing the time-varying drivers of an epidemic using stochastic dynamical systems.
  Biostatistics, 14(3), 541–555.
  Publisher link | Draft

• Beskos, A., Kalogeropoulos, K., and Pazos, E. (2013).
  Advanced Markov chain Monte Carlo methods for sampling on diffusion pathspace.
  Stochastic Processes and their Applications, 123(4), 1415–1453.
  Publisher link | Draft

• Kalogeropoulos, K., Dellaportas, P., and Roberts, G. O. (2011).
  Likelihood-based inference for correlated diffusions.
  Canadian Journal of Statistics, 39(1), 52–72.
  Publisher link | Draft

• Kalogeropoulos, K., Roberts, G. O., and Dellaportas, P. (2010).
  Inference for stochastic volatility models using time change transformations.
  Annals of Statistics, 38(2), 784–807.
  Publisher link | Draft

• Kalogeropoulos, K. (2007).
  Likelihood-based inference for a class of multivariate diffusions with unobserved paths.
  Journal of Statistical Planning and Inference, 137, 3092–3102.
  Publisher link | Draft

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Discussion Papers

• Kalogeropoulos, K. and Papaspiliopoulos, O. (2008).
  Discussion on Goubar et al. (2008).
  Journal of the Royal Statistical Society: Series A, 171(3).

• Kalogeropoulos, K. (2006).
  Discussion on Beskos et al. (2006).
  Journal of the Royal Statistical Society: Series B, 68(3).

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Conference and Workshop Papers

• Kalogeropoulos, K., Demiris, N., and Papaspiliopoulos, O. (2008).
  Diffusion-driven models for physiological processes.
  International Workshop on Applied Probability (IWAP).

• Kalogeropoulos, K., Roberts, G. O., and Dellaportas, P. (2006).
  Irreducible MCMC schemes for diffusion-driven stochastic volatility models.
  Nonlinear Statistical Signal Processing Workshop (NSSPW).