2 papers
stat.AP2021
Flexible marked spatio-temporal point processes with applications to event sequences from association football
Santhosh Narayanan, Ioannis Kosmidis, Petros Dellaportas
We develop a new family of marked point processes by focusing the characteristic properties of marked Hawkes processes exclusively to the space of marks, providing the freedom to s…
stat.AP2018
Modeling outcomes of soccer matches
Alkeos Tsokos, Santhosh Narayanan, Ioannis Kosmidis +4
We compare various extensions of the Bradley-Terry model and a hierarchical Poisson log-linear model in terms of their performance in predicting the outcome of soccer matches (win,…