statGraph: Statistical Methods for Graphs

Contains statistical methods to analyze graphs, such as graph parameter estimation, model selection based on the GIC (Graph Information Criterion), statistical tests to discriminate two or more populations of graphs (ANOGVA - Analysis of Graph Variability), correlation between graphs, and clustering of graphs. References: Takahashi et al. (2012) <doi:10.1371/journal.pone.0049949>, Futija et al. (2017) <doi:10.3389/fnins.2017.00066>, Fujita et al. (2017) <doi:10.1016/j.csda.2016.11.016>, Tang et al. (2017) <doi:10.3150/15-BEJ789>, Tang et al. (2017) <doi:10.1080/10618600.2016.1193505>, Ghoshdastidar et al. (2017) <arXiv:1705.06168>, Ghoshdastidar et al. (2017) <arXiv:1707.00833>, Cerqueira et al. (2017) <doi:10.1109/TNSE.2017.2674026>, Fraiman and Fraiman (2018) <doi:10.1038/s41598-018-23152-5>, Fujita et al. (2019) <doi:10.1093/comnet/cnz028>.

Version: 0.4.0
Depends: R (≥ 3.6.0), stats, graphics
Imports: igraph, MASS, rARPACK, cluster, foreach, snow, doSNOW
Published: 2020-11-19
Author: Diogo R. da Costa [aut], Taiane C. Ramos [aut], Grover E. Castro Guzman [aut], Suzana S. Santos [aut], Eduardo S. Lira [aut], Andre Fujita [aut, cre]
Maintainer: Andre Fujita <andrefujita at usp.br>
License: GPL (≥ 3)
URL: https://www.ime.usp.br/~fujita/software.html
NeedsCompilation: no
CRAN checks: statGraph results

Downloads:

Reference manual: statGraph.pdf
Package source: statGraph_0.4.0.tar.gz
Windows binaries: r-devel: statGraph_0.4.0.zip, r-release: statGraph_0.4.0.zip, r-oldrel: statGraph_0.4.0.zip
macOS binaries: r-release: statGraph_0.4.0.tgz, r-oldrel: statGraph_0.4.0.tgz
Old sources: statGraph archive

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