Biometrika

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03.10.2022

Seeded Binary Segmentation: A general methodology for fast andoptimal change point detection

Authors Kovács S, Li H, Bühlmann P, Munk A Journal Biometrika Citation Biometrika, 2022, asac052. Abstract We propose seeded binary segmentation for large scale changepoint detection problems. We construct a deterministic set of background intervals, called seeded intervals, in which single changepoint candidates are searched for. The final selection of
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02.06.2020

The essential histogram

Authors Li H, Munk A, Sieling H, Walther G Journal Biometrika Citation Biometrika (2020), 107, 2, pp. 347–364 Abstract The histogram is widely used as a simple, exploratory way of displaying data, but it is usually not clear how to choose the number and size of the bins. We construct
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