Package: localboot 0.9.2

localboot: Local Bootstrap Methods for Various Networks

Network analysis usually requires estimating the uncertainty of graph statistics. Through this package, we provide tools to bootstrap various networks via local bootstrap procedure. Additionally, it includes functions for generating probability matrices, creating network adjacency matrices from probability matrices, and plotting network structures. The reference will be updated soon.

Authors:Tianhai Zu [aut, cre], Yichen Qin [aut, ctb]

localboot_0.9.2.tar.gz
localboot_0.9.2.zip(r-4.7-x86_64)localboot_0.9.2.zip(r-4.7-arm64)localboot_0.9.2.zip(r-4.6-x86_64)localboot_0.9.2.zip(r-4.6-arm64)localboot_0.9.2.zip(r-4.5-x86_64)
localboot_0.9.2.tgz(r-4.6-x86_64)localboot_0.9.2.tgz(r-4.6-arm64)localboot_0.9.2.tgz(r-4.5-x86_64)localboot_0.9.2.tgz(r-4.5-arm64)
localboot_0.9.2.tar.gz(r-4.7-arm64)localboot_0.9.2.tar.gz(r-4.7-x86_64)localboot_0.9.2.tar.gz(r-4.6-arm64)localboot_0.9.2.tar.gz(r-4.6-x86_64)
localboot_0.9.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
localboot/json (API)

# Install 'localboot' in R:

install.packages('localboot', repos = c('https://zzz1990771.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/zzz1990771/localboot/issues

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

cpp

2.74 score 11 scripts 260 downloads 5 exports 21 dependencies

Last updated from:06d32a4bb2. Checks:15 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	97
linux-devel-x86_64	OK	124
source / vignettes	OK	165
linux-release-arm64	OK	96
linux-release-x86_64	OK	114
macos-release-arm64	OK	124
macos-release-x86_64	OK	255
macos-oldrel-arm64	OK	97
macos-oldrel-x86_64	OK	236
windows-devel-arm64	OK	352
windows-devel-x86_64	OK	112
windows-release-arm64	OK	339
windows-release-x86_64	OK	93
windows-oldrel-x86_64	OK	107
wasm-release	OK	97

Exports:generate_graphon generate_network_P localboot plot_adj plot_P

Dependencies:cli cpp11 farver ggplot2 glue gridExtra gtable isoband labeling lifecycle R6 RColorBrewer Rcpp RcppEigen rlang S7 scales vctrs viridis viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
localboot: A Package for Local Bootstrap Methods for Various Networks	localboot-package _PACKAGE
Generate a Graphon Probability Matrix	generate_graphon
Generate Network Adjacency Matrix from Probability Matrix	generate_network_P
Local Bootstrap for Network Data	localboot
Plot Adjacency Matrix	plot_adj
Plot Probability Matrix	plot_P