22 citations · 28 across the 3 of their papers we have counts for
3 papers
Parallelisation of a Common Changepoint Detection Method
S. O. Tickle, I. A. Eckley, P. Fearnhead +1
In recent years, various means of efficiently detecting changepoints in the univariate setting have been proposed, with one popular approach involving minimising a penalised cost f…
A computationally efficient nonparametric approach for changepoint detection
Kaylea Haynes, Paul Fearnhead, Idris A. Eckley
In this paper we build on an approach proposed by Zou et al. (2014) for nonpara- metric changepoint detection. This approach defines the best segmentation for a data set as the one…
Efficient penalty search for multiple changepoint problems
Kaylea Haynes, Idris A. Eckley, Paul Fearnhead
In the multiple changepoint setting, various search methods have been proposed which involve optimising either a constrained or penalised cost function over possible numbers and lo…