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DCA (version 2.0)

Dynamic Correlation Analysis for High Dimensional Data

Description

Finding dominant latent signals that regulate dynamic correlation between many pairs of variables.

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Version

Install

install.packages('DCA')

Monthly Downloads

20

Version

2.0

License

GPL-2

Maintainer

Tianwei Yu

Last Published

July 20th, 2017

Functions in DCA (2.0)

DCA-package

Dynamic Correlation Analysis for high dimensional data
dca

Dynamic Correlation Analysis
find.xy

Find variable pairs for a given set of LA scouting vectors.
la.simu.gen

Simulate a data matrix with underlying dynamic correlation signal in the Liquid Association (LA) framework
plot_la

Visualizing the dynamic correlation between a pair of genes given the AL scouting vector.