25 citations · 31 across the 12 of their papers we have counts for
4 papers · 1 filter
Genetic Algorithms in Regression
Mo Li, QiQi Lu, Robert Lund +1
Many statistical problems involve optimization over a discrete parameter space having an unknown dimension. In such settings, gradient-based methods often fail due to the non-diffe…
Is a Recent Surge in Global Warming Detectable?
Claudie Beaulieu, Colin Gallagher, Rebecca Killick +2
The global mean surface temperature is widely studied to monitor climate change. A current debate centers around whether there has been a recent (post-1970s) surge/acceleration in…
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…