15 citations · 21 across the 4 of their papers we have counts for
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stat.CO2018★ 4 cited
Generalized Functional Pruning Optimal Partitioning (GFPOP) for Constrained Changepoint Detection in Genomic Data
Toby Dylan Hocking, Guillem Rigaill, Paul Fearnhead +1
We describe a new algorithm and R package for peak detection in genomic data sets using constrained changepoint algorithms. These detect changes from background to peak regions by…
stat.CO2017★ 15 cited
A log-linear time algorithm for constrained changepoint detection
Toby Dylan Hocking, Guillem Rigaill, Paul Fearnhead +1
Changepoint detection is a central problem in time series and genomic data. For some applications, it is natural to impose constraints on the directions of changes. One example is…