599 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- National and Kapodistrian University of AthensGR24 papers
- National Technical University of AthensGR11 papers
- Athena Research and Innovation Center In Information Communication & Knowledge TechnologiesGR9 papers
- Athens State UniversityUS7 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- Centrum Wiskunde & InformaticaNL7 papers
- Delft University of TechnologyNL7 papers
- École PolytechniqueFR7 papers
- University College LondonGB7 papers
- University of OxfordGB7 papers
- Laboratoire d'Informatique de l'École PolytechniqueFR6 papers
- University of AmsterdamNL6 papers
3 papers · 2 filters
Probability Based Independence Sampler for Bayesian Quantitative Learning in Graphical Log-Linear Marginal Models
Ioannis Ntzoufras, Claudia Tarantola, Monia Lupparelli
Bayesian methods for graphical log-linear marginal models have not been developed in the same extent as traditional frequentist approaches. In this work, we introduce a novel Bayes…
Pairwise likelihood estimation of latent autoregressive count models
Xanthi Pedeli, Cristiano Varin
Latent autoregressive models are useful time series models for the analysis of infectious disease data. Evaluation of the likelihood function of latent autoregressive models is int…
Forecasting under model uncertainty:Non-homogeneous hidden Markov models with Polya-Gamma data augmentation
Constandina Koki, Loukia Meligkotsidou, Ioannis Vrontos
We consider two-state Non-Homogeneous Hidden Markov Models (NHHMMs) for forecasting univariate time series. Given a set of predictors, the time series are modeled via predictive re…