Post-selection inference for changepoint detection algorithms with application to copy number variation data

Changepoint detection methods are used in many areas of science and engineering, for example, in the analysis of copy number variation data to detect abnormalities in copy numbers along the genome. Despite the broad array of available tools, methodology for quantifying our uncertainty in the strengt...

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Bibliographic Details
Main Authors: G'Sell, M. (Author), Hyun, S. (Author), Lin, K.Z (Author), Tibshirani, R.J (Author)
Format: Article
Language:English
Published: John Wiley and Sons Inc 2021
Subjects:
Online Access:View Fulltext in Publisher