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Generalized Functional Pruning Optimal Partitioning (GFPOP) for Constrained Changepoint Detection in Genomic Data

We describe a new algorithm and R package for peak detection in genomic data sets using constrained changepoint models. These detect changes from background to peak regions by imposing the constraint that the mean should alternately increase then decrease. An existing algorithm for this problem exis...

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-д хадгалсан:
Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Toby Dylan Hocking, Guillem Rigaill, Paul Fearnhead, Guillaume Bourque
Формат: Artigo
Хэл сонгох:Inglês
Хэвлэсэн: Foundation for Open Access Statistics 2022-02-01
Цуврал:Journal of Statistical Software
Нөхцлүүд:
Онлайн хандалт:https://www.jstatsoft.org/index.php/jss/article/view/3564
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