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DESCRIPTION
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Package: nett
Title: Network Analysis and Community Detection
Version: 1.0.0
Authors@R:
c(person(given = "Arash A.",
family = "Amini",
role = c("aut","cre"),
email = "[email protected]",
comment = c(ORCID = "0000-0002-2808-8310")
),
person(given = "Linfan",
family = "Zhang",
role = c("aut")))
Description: Features tools for the network data analysis and community detection.
Provides multiple methods for fitting, model selection and goodness-of-fit testing in degree-corrected stochastic blocks models.
Most of the computations are fast and scalable for sparse networks, esp. for Poisson versions of the models.
Implements the following:
Amini, Chen, Bickel and Levina (2013) <doi:10.1214/13-AOS1138>
Bickel and Sarkar (2015) <doi:10.1111/rssb.12117>
Lei (2016) <doi:10.1214/15-AOS1370>
Wang and Bickel (2017) <doi:10.1214/16-AOS1457>
Zhang and Amini (2020) <arXiv:2012.15047>
Le and Levina (2022) <doi:10.1214/21-EJS1971>.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.1
Suggests:
testthat,
knitr,
rmarkdown,
igraph,
ggplot2,
dplyr,
tidyr,
tibble,
mixtools,
EnvStats,
purrr,
RSpectra
Depends:
R (>= 2.10)
Imports:
magrittr,
Rcpp,
Matrix,
foreach,
methods,
stats,
grDevices,
graphics
LinkingTo:
Rcpp,
RcppArmadillo
VignetteBuilder: knitr
URL: https://github.com/aaamini/nett
BugReports: https://github.com/aaamini/nett/issues