Package: NetworkToolbox
Title: Network Filtering Methods and Measures
Version: 0.0.1.1
Author: Alexander Christensen
Maintainer: Alexander Christensen <alexpaulchristensen@gmail.com>
Description: Implements Information Filtering Networks (IFN; Barfuss, Massara, Di Matteo, & Aste, 2016 <doi:10.1103/PhysRevE.94.062306>), ECO (ECO; Fallani, Latora, & Chavez, 2017 <doi:10.1371/journal.pcbi.1005305>), and regression-based filtering network approaches (including the dependency network approach; Kenett, Tumminello, Madi, Gur-Gershogoren, Mantegna, & Ben-Jacob, 2010 <doi:10.1371/journal.pone.0015032>). Also implements several network measures like local network characteristics (e.g., centralities), global network characteristics (e.g., clustering coefficient), and edge replication (Rubinov & Sporns, 2010 <doi:10.1016/j.neuroimage.2009.10.003>). Finally, there are a few bootstrapping techniques that are aimed at increasing the reliability and reproducibility of network analysis (Tumminello, Coronnello, & Lillo, 2007 <doi:10.1142/S0218127407018415>).
Depends: R (>= 3.3.0)
License: GPL (>= 3.0)
Encoding: UTF-8
LazyData: true
Imports: Matrix, devtools, psych, qgraph, corrplot, RColorBrewer,
        igraph, fdrtool
RoxygenNote: 6.0.1.9000
NeedsCompilation: no
Packaged: 2017-12-20 18:18:24 UTC; APCHRIST
Repository: CRAN
Date/Publication: 2017-12-20 23:51:56 UTC
