naniar (1.1.0)

Published 2026-02-24 13:47:21 +00:00 by atheaadmin

Installation

options("repos" = c(getOption("repos"), c(gitea="")))
install.packages("naniar")

About this package

Missing values are ubiquitous in data and need to be explored and handled in the initial stages of analysis. 'naniar' provides data structures and functions that facilitate the plotting of missing values and examination of imputations. This allows missing data dependencies to be explored with minimal deviation from the common work patterns of 'ggplot2' and tidy data. The work is fully discussed at Tierney & Cook (2023)Data Structures, Summaries, and Visualisations for Missing Data

Dependencies

Imports dplyr, ggplot2, purrr, tidyr, tibble (>= 2.0.0), norm, magrittr, stats, visdat, rlang (>= 1.1.0), forcats, viridis, glue, UpSetR, cli, vctrs, lifecycle
Depends R (>= 3.1.2)
Suggests knitr, rmarkdown, testthat (>= 3.0.0), rpart, rpart.plot, covr, gridExtra, wakefield, vdiffr, here, simputation, imputeTS, Hmisc, spelling
Details
CRAN
2026-02-24 13:47:21 +00:00
0
MIT + file LICENSE
Nicholas Tierney
Di Cook
Miles McBain
Colin Fay
Mitchell O'Hara-Wild
Jim Hester
Luke Smith
Andrew Heiss
2.7 MiB
Assets (1)
Versions (1) View all
1.1.0 2026-02-24