brolgar: Browse Over Longitudinal Data Graphically and Analytically in R
Provides a framework of tools to summarise, visualise, and explore longitudinal data. It builds upon the tidy time series data frames used in the 'tsibble' package, and is designed to integrate within the 'tidyverse', and 'tidyverts' (for time series) ecosystems. The methods implemented include calculating features for understanding longitudinal data, including calculating summary statistics such as quantiles, medians, and numeric ranges, sampling individual series, identifying individual series representative of a group, and extending the facet system in 'ggplot2' to facilitate exploration of samples of data. These methods are fully described in the paper "brolgar: An R package to Browse Over Longitudinal Data Graphically and Analytically in R", Nicholas Tierney, Dianne Cook, Tania Prvan (2020) <arXiv:2012.01619>.
| Version: | 0.1.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | dplyr (≥ 0.8.3), fabletools, ggplot2 (≥ 3.2.0), glue (≥ 1.3.1), magrittr (≥ 1.5), purrr (≥ 0.3.2), rlang (≥ 0.4.0), stats, tibble (≥ 2.1.3), tidyr (≥ 0.8.3), tsibble (≥ 0.8.2), vctrs |
| Suggests: | markdown, covr, gapminder, gghighlight (≥ 0.1.0), knitr (≥ 1.23), lme4, modelr, readr (≥ 1.3.1), rmarkdown (≥ 1.14), spelling (≥ 2.1), testthat (≥ 2.1.0), tsibbledata, vdiffr (≥ 0.3.1) |
| Published: | 2021-08-25 |
| Author: | Nicholas Tierney 
[aut, cre],
Di Cook [aut],
Tania Prvan [aut],
Stuart Lee [ctb],
Earo Wang [ctb] |
| Maintainer: | Nicholas Tierney <nicholas.tierney at gmail.com> |
| BugReports: | https://github.com/njtierney/brolgar/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/njtierney/brolgar |
| NeedsCompilation: | no |
| Language: | en-US |
| Citation: | brolgar citation info |
| Materials: | README NEWS |
| In views: | TimeSeries |
| CRAN checks: | brolgar results |
Documentation:
| Reference manual: | brolgar.pdf |
| Vignettes: |
exploratory-modelling finding-features Getting Started id-interesting-obs longitudinal-data-structures mixed-effects-models visualisation-gallery |
Downloads:
| Package source: | brolgar_0.1.2.tar.gz |
| Windows binaries: | r-devel: brolgar_0.1.2.zip, r-release: brolgar_0.1.2.zip, r-oldrel: brolgar_0.1.2.zip |
| macOS binaries: | r-release (arm64): brolgar_0.1.2.tgz, r-oldrel (arm64): brolgar_0.1.2.tgz, r-release (x86_64): brolgar_0.1.2.tgz, r-oldrel (x86_64): brolgar_0.1.2.tgz |
| Old sources: | brolgar archive |
Reverse dependencies:
| Reverse suggests: | loadflux |
Linking:
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