2 citations · 4 across the 2 of their papers we have counts for
4 papers
Multiscale modelling of replicated nonstationary time series
Jonathan Embleton, Marina I. Knight, Hernando Ombao
Within the neurosciences, to observe variability across time in the dynamics of an underlying brain process is neither new nor unexpected. Wavelets are essential in analyzing brain…
Generalised Network Autoregressive Processes and the GNAR package
Marina Knight, Kathryn Leeming, Guy Nason +1
This article introduces the GNAR package, which fits, predicts, and simulates from a powerful new class of generalised network autoregressive processes. Such processes consist of a…
Changepoint analysis of historical battle deaths
Brennen T. Fagan, Marina I. Knight, Niall J. MacKay +1
It has been claimed and disputed that World War II has been followed by a `long peace', an unprecedented decline of war. We conduct a full changepoint analysis of well-documented,…
Wavelet spectral testing: application to nonstationary circadian rhythms
Jessica Hargreaves, Marina Knight, Jon Pitchford +4
Rhythmic data are ubiquitous in the life sciences. Biologists need reliable statistical tests to identify whether a particular experimental treatment has caused a significant chang…