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Research output: Working paper › Preprint
Research output: Working paper › Preprint
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TY - UNPB
T1 - Detecting A Single Change-point
AU - Fearnhead, Paul
AU - Fryzlewicz, Piotr
N1 - This is a draft chapter from the forthcoming book "Change-Point Detection and Data Segmentation" by Paul Fearnhead and Piotr Fryzlewicz. Comments, particularly regarding the history of work in this area, are welcome
PY - 2022/10/13
Y1 - 2022/10/13
N2 - This chapter overviews some of the work on detecting and estimating the location of a single change. We first consider the most common change-point problem, namely that of detecting a change in mean, before looking at extensions to detecting other types of change. The intuition from the problem of detecting a single change-point is helpful for understanding the variety of methods for detecting multiple changes.
AB - This chapter overviews some of the work on detecting and estimating the location of a single change. We first consider the most common change-point problem, namely that of detecting a change in mean, before looking at extensions to detecting other types of change. The intuition from the problem of detecting a single change-point is helpful for understanding the variety of methods for detecting multiple changes.
KW - stat.ME
KW - math.ST
KW - stat.TH
M3 - Preprint
BT - Detecting A Single Change-point
PB - Arxiv
ER -