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DWLasso (version 0.1.0)

Degree Weighted Lasso

Description

Infers networks with hubs using degree weighted Lasso method.

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Version

Install

install.packages('DWLasso')

Monthly Downloads

28

Version

0.1.0

License

GPL-2

Maintainer

Nurgazy Sulaimanov

Last Published

August 25th, 2017

Functions in DWLasso (0.1.0)

combined

Convert the list into a symmetric matrix
degreeComp

Computing the degree of the inferred network
weightComp

Computing weights from the degree of the inferred network
weightEstim

Estimating weights from the degree of the inferred network
DW-lasso

Degree weighted lasso
MBLasso

Inferring the network using nodewise regression method