125 citations · 132 across the 13 of their papers we have counts for
4 papers · 1 filter
Bayesian inference of grid cell firing patterns using Poisson point process models with latent oscillatory Gaussian random fields
Ioannis Papastathopoulos, Graeme Auld, Finn Lindgren +2
Questions about information encoded by the brain demand statistical frameworks for inferring relationships between neural firing and features of the world. The landmark discovery o…
Time series conditional extremes
Graeme Auld, Ioannis Papastathopoulos
Accurate modelling of the joint extremal dependence structure within a stationary time series is a challenging problem that is important in many applications.\ Several previous app…
Testing for equal correlation matrices with application to paired gene expression data
Adria Caballe, Natalia Bochkina, Claus Mayer +1
We present a novel method for testing the hypothesis of equality of two correlation matrices using paired high-dimensional datasets. We consider test statistics based on the averag…
Extended Generalised Pareto Models for Tail Estimation
Ioannis Papastathopoulos, Jonathan A. Tawn
The most popular approach in extreme value statistics is the modelling of threshold exceedances using the asymptotically motivated generalised Pareto distribution. This approach in…