94 citations · 262 across the 25 of their papers we have counts for
4 papers · 1 filter
Assessing competitive balance in the English Premier League for over forty seasons using a stochastic block model
Francesca Basini, Vasiliki Tsouli, Ioannis Ntzoufras +1
Competitive balance is the subject of much interest in the sports analytics literature and beyond. In this paper, we develop a statistical network model based on an extension of th…
A Metropolized adaptive subspace algorithm for high-dimensional Bayesian variable selection
Christian Staerk, Maria Kateri, Ioannis Ntzoufras
A simple and efficient adaptive Markov Chain Monte Carlo (MCMC) method, called the Metropolized Adaptive Subspace (MAdaSub) algorithm, is proposed for sampling from high-dimensiona…
Inference and model determination for Temperature-Driven non-linear Ecological Models
Marios Kondakis, Nikolaos Demiris, Ioannis Ntzoufras +1
This paper is concerned with a contemporary Bayesian approach to the effect of temperature on developmental rates. We develop statistical methods using recent computational tools t…
Bayesian Evidence Synthesis for the common effect model
Stavros Nikolakopoulos, Björn Alfons Edmar, Ioannis Ntzoufras
Bayes Factors, the Bayesian tool for hypothesis testing, are receiving increasing attention in the literature. Compared to their frequentist rivals (-values or test statistics),…