Package: unsum 0.3.0

unsum: Reconstruct Raw Data from Summary Statistics

Reconstructs all possible raw data that could have led to reported summary statistics. Provides a wrapper for the 'Rust' implementation of the 'CLOSURE' algorithm.

Authors:Lukas Jung [aut, cre], Nathanael Larigaldie [ctb]

unsum_0.3.0.tar.gz
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unsum_0.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
unsum/json (API)

# Install 'unsum' in R:

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

Bug tracker:https://github.com/lhdjung/unsum/issues

Pkgdown/docs site:https://lhdjung.github.io

On CRAN:

rust cargo

6.15 score 7 stars 16 scripts 419 downloads 17 exports 41 dependencies

Last updated from:42d7616548. Checks:13 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	NOTE	247
linux-devel-x86_64	NOTE	328
source / vignettes	OK	413
linux-release-arm64	NOTE	276
linux-release-x86_64	NOTE	323
macos-release-arm64	NOTE	385
macos-release-x86_64	NOTE	481
macos-oldrel-arm64	NOTE	313
macos-oldrel-x86_64	NOTE	706
windows-devel-arm64	NOTE	454
windows-devel-x86_64	NOTE	483
windows-release-arm64	NOTE	492
windows-release-x86_64	NOTE	370
windows-oldrel-x86_64	NOTE	310
wasm-release	OK	243

Exports:closure_count_all closure_count_initial closure_gauge_complexity closure_generate closure_plot_bar closure_plot_ecdf closure_plot_horns_histogram closure_read closure_write demo_plot_bar horns horns_rescaled horns_uniform sprite_generate sprite_plot_bar sprite_read sprite_write

Dependencies:cli commonmark cpp11 curl dplyr farver generics ggplot2 ggtext glue gridtext gtable isoband jpeg labeling lifecycle litedown magrittr markdown nanoparquet pillar pkgconfig png purrr R6 RColorBrewer Rcpp rlang roundwork S7 scales stringi stringr tibble tidyselect utf8 vctrs viridisLite withr xfun xml2

Get started

CLOSURE results | Horns index variation | Read and write

Rendered fromunsum.Rmdusingknitr::rmarkdown

Last update: 2026-09-30
Started: 2025-05-25

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Count CLOSURE samples in advance	closure_count_all closure_count_initial
Heuristic to predict CLOSURE runtime	closure_gauge_complexity
Generate CLOSURE samples	closure_generate
Visualize CLOSURE data in a barplot	closure_plot_bar
Visualize CLOSURE data in an ECDF plot	closure_plot_ecdf
Write CLOSURE results to disk (and read them back in)	closure_read closure_write
Visualize example distributions and their h values	demo_plot_bar
Horns index (h)	horns horns_rescaled horns_uniform
Visualize horns index (h) frequencies	closure_plot_horns_histogram horns-frequency
Generate SPRITE samples	sprite_generate
Visualize SPRITE data in a barplot	sprite_plot_bar
Write SPRITE results to disk (and read them back in)	sprite_read sprite_write