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DWLasso (version 1.1)
Degree Weighted Lasso
Description
Infers networks with hubs using degree weighted Lasso method.
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Version
Version
1.1
0.1.0
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Install
install.packages('DWLasso')
Monthly Downloads
162
Version
1.1
License
GPL-2
Maintainer
Nurgazy Sulaimanov
Last Published
October 6th, 2017
Functions in DWLasso (1.1)
Search functions
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
DWLasso
Degree weighted lasso
MBLasso
Inferring the network using nodewise regression method