RJMCMCNucleosomes-package: RJMCMCNucleosomes: Bayesian hierarchical model for...

In RJMCMCNucleosomes: Bayesian hierarchical model for genome-wide nucleosome positioning with high-throughput short-read data (MNase-Seq)

Description

This package does nucleosome positioning using informative Multinomial-Dirichlet prior in a t-mixture with reversible jump estimation of nucleosome positions for genome-wide profiling.

Author(s)

Pascal Belleau, Rawane Samb, Astrid Desch<c3><aa>nes, Khader Khadraoui, Lajmi Lakhal and Arnaud Droit

Maintainer: Astrid Deschenes <[e-mail]>

See Also

• rjmcmc for profiling of nucleosome positions for a segment

• rjmcmcCHR for profiling of nucleosome positions for a large region. The function will take care of spliting and merging.

• segmentation for spliting a GRanges containing reads in a list of smaller segments for the rjmcmc function.

• postTreatment for merging closely positioned nucleosomes

• mergeRDSFiles for merging nucleosome information from selected RDS files.

• plotNucleosomes for generating a graph containing the nucleosome positions and the read coverage.

RJMCMCNucleosomes documentation built on Nov. 8, 2020, 8:20 p.m.