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Nonlinear Network, Clustering, and Variable Selection Based on DCOL

Installation

About

It includes four methods: DCOL-based K-profiles clustering, non-linear network reconstruction, non-linear hierarchical clustering, and variable selection for generalized additive model. References: Tianwei Yu (2018)doi:10.1002/sam.11381; Haodong Liu and others (2016)doi:10.1371/journal.pone.0158247; Kai Wang and others (2015)doi:10.1155/2015/918954; Tianwei Yu and others (2010)doi:10.1109/TCBB.2010.73.

Key Metrics

Version 1.4
Published 2020-10-19 1446 days ago
Needs compilation? no
License GPL-2
License GPL-3
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Maintainer

Maintainer

Tianwei Y

Authors

Tianwei Yu
Haodong Liu

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

nlnet archive

Imports

ROCR
TSP
igraph
fdrtool
coin
methods
graphics
stats
earth
randomForest
e1071