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hbm (version 1.0)

Hierarchical Block Matrix Analysis

Description

A package for building hierarchical block matrices from association matrices and for performing multi-scale analysis. It specifically targets chromatin contact maps, generated from high-throughput chromosome conformation capture data, such as 5C and Hi-C, and provides methods for detecting movements and for computing chain hierarchy and region communicability across scales.

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Version

Install

install.packages('hbm')

Monthly Downloads

15

Version

1.0

License

GPL (>= 2)

Maintainer

Yoli Shavit

Last Published

February 1st, 2015

Functions in hbm (1.0)

communicability

Compute Communicability between Nodes in an HBM
hierarchy

Compute Hierarchy of an HBM
hbm

Build a Hierarchical Block Matrix (HBM)
hbm.features

Compute Robust Features in an HBM
add.noise

Add Noise to a Symmetric Association Matrix
get.movements

Summarize Detected Movements
hbm-package

Hierarchical Block Matrix Analysis
generate.random.conf

Generate a Random Chain Configuration
detect.movement

Detect Movements Between Association Matrices using their HBMs
mcl

Markov Clustering