84 citations · 140 across the 11 of their papers we have counts for
3 papers · 1 filter
Good Practices and Common Pitfalls in Climate Time Series Changepoint Techniques: A Review
Robert B. Lund, Claudie Beaulieu, Rebecca Killick +2
Climate changepoint (homogenization) methods abound today, with a myriad of techniques existing in both the climate and statistics literature. Unfortunately, the appropriate change…
Changepoint Detection: An Analysis of the Central England Temperature Series
Xueheng Shi, Claudie Beaulieu, Rebecca Killick +1
This paper presents a statistical analysis of structural changes in the Central England temperature series, one of the longest surface temperature records available. A changepoint…
An MDL approach to the climate segmentation problem
QiQi Lu, Robert Lund, Thomas C. M. Lee
This paper proposes an information theory approach to estimate the number of changepoints and their locations in a climatic time series. A model is introduced that has an unknown n…