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Detection of Undocumented Changepoints: A Revision of the Two-Phase Regression Model
Publisher: American Meteorological Society
Abstract: Changepoints (inhomogeneities) are present in many climatic time series. Changepoints are physically plausible whenever a station location is moved, a recording instrument is changed, a new method of data collection is ...
A Review and Comparison of Changepoint Detection Techniques for Climate Data
Publisher: American Meteorological Society
Abstract: This review article enumerates, categorizes, and compares many of the methods that have been proposed to detect undocumented changepoints in climate data series. The methods examined include the standard normal homogeneity ...
Changepoint Detection in Periodic and Autocorrelated Time Series
Publisher: American Meteorological Society
Abstract: Undocumented changepoints (inhomogeneities) are ubiquitous features of climatic time series. Level shifts in time series caused by changepoints confound many inference problems and are very important data features. Tests ...