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
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localboot.pdf |localboot.html✨
localboot/json (API)
NEWS

# 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

2.70 score 9 scripts 158 downloads 5 exports 32 dependencies

Last updated 1 years agofrom:06d32a4bb2. Checks:12 OK. Indexed: yes.

Target	Result	Latest binary
Doc / Vignettes	OK	Mar 31 2025
R-4.5-win-x86_64	OK	Mar 31 2025
R-4.5-mac-x86_64	OK	Mar 31 2025
R-4.5-mac-aarch64	OK	Mar 31 2025
R-4.5-linux-x86_64	OK	Mar 31 2025
R-4.4-win-x86_64	OK	Mar 31 2025
R-4.4-mac-x86_64	OK	Mar 31 2025
R-4.4-mac-aarch64	OK	Mar 31 2025
R-4.4-linux-x86_64	OK	Mar 31 2025
R-4.3-win-x86_64	OK	Mar 31 2025
R-4.3-mac-x86_64	OK	Mar 31 2025
R-4.3-mac-aarch64	OK	Mar 31 2025

Exports:generate_graphon generate_network_P localboot plot_adj plot_P

Dependencies:cli colorspace fansi farver ggplot2 glue gridExtra gtable isoband labeling lattice lifecycle magrittr MASS Matrix mgcv munsell nlme pillar pkgconfig R6 RColorBrewer Rcpp RcppEigen rlang scales tibble utf8 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