Package: dubicube 0.3.0
Ward Langeraert
dubicube: Calculation and Interpretation of Data Cube Indicator Uncertainty
This R package provides functions to explore data cubes using robustness measures and cross-validation techniques. It can also be used for uncertainty calculation using the bootstrap resampling method, and functionality is provided for efficient interpretation and visualisation of uncertainty related to indicators based on biodiversity data cubes.
Authors:
dubicube_0.3.0.tar.gz
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dubicube_0.3.0.tgz(r-4.5-any)dubicube_0.3.0.tgz(r-4.4-any)dubicube_0.3.0.tgz(r-4.3-any)
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dubicube.pdf |dubicube.html✨
dubicube/json (API)
NEWS
| # Install 'dubicube' in R: |
| install.packages('dubicube', repos = c('https://b-cubed-eu.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/b-cubed-eu/dubicube/issues
Pkgdown site:https://b-cubed-eu.github.io
biodiversity-indicatorsdata-cubesuncertainty-quantificationuncertainty-visualisation
Last updated 4 days agofrom:f597beb2a4. Checks:1 OK, 7 NOTE. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 17 2025 |
| R-4.5-win | NOTE | Feb 17 2025 |
| R-4.5-mac | NOTE | Feb 17 2025 |
| R-4.5-linux | NOTE | Feb 17 2025 |
| R-4.4-win | NOTE | Feb 17 2025 |
| R-4.4-mac | NOTE | Feb 17 2025 |
| R-4.3-win | NOTE | Feb 17 2025 |
| R-4.3-mac | NOTE | Feb 17 2025 |
Exports:add_effect_classificationbootstrap_cubecalculate_bootstrap_cicross_validate_cube
Dependencies:askpassassertthatbackportsbase64encbootbroombslibcachemclicolorspacecpp11crosstalkcurldata.tabledigestdplyreffectclassevaluatefansifarverfastmapfontawesomefsgenericsggplot2gluegtablehighrhtmltoolshtmlwidgetshttrisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimemodelrmunsellnlmeopensslpillarpkgconfigplotlypromisespurrrR6rappdirsRColorBrewerRcpprlangrmarkdownsassscalesstringistringrsystibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Add effect classifications to a dataframe by comparing the confidence intervals with a reference and thresholds | add_effect_classification |
| Perform bootstrapping over a data cube for a calculated statistic | bootstrap_cube |
| Calculate confidence intervals for a dataframe with bootstrap replicates | calculate_bootstrap_ci |
| Leave-one-out cross-validation for data cubes | cross_validate_cube |
