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Penalized Maximal t Test for Detecting Undocumented Mean Change in Climate Data Series
Publisher: American Meteorological Society
Abstract: In this paper, a penalized maximal t test (PMT) is proposed for detecting undocumented mean shifts in climate data series. PMT takes the relative position of each candidate changepoint into account, to diminish the effect ...
New Techniques for the Detection and Adjustment of Shifts in Daily Precipitation Data Series
Publisher: American Meteorological Society
Abstract: This study integrates a Box?Cox power transformation procedure into a common trend two-phase regression-model-based test (the extended version of the penalized maximal F test, or ?PMFred,? algorithm) for detecting changepoints ...