Package: UncDecomp 1.0.1
UncDecomp: Uncertainty Decomposition
If a procedure consists of several stages and there are several models that can be selected for each stage, uncertainty of the procedure can be decomposed by stages or models. This package includes the ANOVA-based method, the cumulative uncertainty-based method, and the balanced decomposition method. Yongdai Kim et al. (2019) <doi:10.1016/j.hydroa.2019.100024> is a related paper which is accessible via the URL below.
Authors:
UncDecomp_1.0.1.tar.gz
UncDecomp_1.0.1.zip(r-4.7)UncDecomp_1.0.1.zip(r-4.6)UncDecomp_1.0.1.zip(r-4.5)
UncDecomp_1.0.1.tgz(r-4.6-any)UncDecomp_1.0.1.tgz(r-4.5-any)
UncDecomp_1.0.1.tar.gz(r-4.7-any)UncDecomp_1.0.1.tar.gz(r-4.6-any)
UncDecomp_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
UncDecomp/json (API)
| # Install 'UncDecomp' in R: |
| install.packages('UncDecomp', repos = c('https://kim-seonghyeon.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:0133c6ee36. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 105 | ||
| source / vignettes | OK | 158 | ||
| linux-release-x86_64 | NOTE | 117 | ||
| macos-release-arm64 | NOTE | 131 | ||
| macos-oldrel-arm64 | NOTE | 123 | ||
| windows-devel | NOTE | 83 | ||
| windows-release | NOTE | 86 | ||
| windows-oldrel | NOTE | 84 | ||
| wasm-release | OK | 97 |
Exports:apply0cum_uncertaintydrangeflist_madflist_rangeflist_varmin_lambda_calcmsweepppudscenario_uncertaintystage_uncertaintysweep0u_madU_madu_rangeU_rangeu_varU_varUD_ANOVA_modelUD_ANOVA_stageUD_bal_modelUD_bal_stageUD_cum_stageUD_model2stageUD_tablevar0
Dependencies:clicpp11dplyrfarvergenericsggplot2gluegtableisobandlabelinglifecyclemagrittrpillarpkgconfigR6RColorBrewerrlangS7scalestibbletidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Slight modifications of apply() and sweep() | apply0 apply_sweep msweep sweep0 |
| Cumulative uncertainty(DEPRECATED) | cum_uncertainty |
| Range(DEPRECATED) | drange |
| Plot UD_list | plotUDlist |
| Print UD | print.UD_model print.UD_stage printUD |
| Scenario uncertainty(DEPRECATED) | scenario_uncertainty |
| Stage uncertainty(DEPRECATED) | stage_uncertainty |
| Model-wise uncertainty based on the second order interaction ANOVA | UD_ANOVA_model |
| Stage-wise uncertainty based on the second order interaction ANOVA | UD_ANOVA_stage |
| Model-wise balanced uncertainty | UD_bal_model |
| Stage-wise balanced uncertainty | UD_bal_stage |
| Stage-wise uncertainty based on cumulative uncertainty | UD_cum_stage |
| Convert model uncertainty to stage uncertainty | UD_model2stage |
| Make uncertainty table | UDtable UD_table UD_table.UD_model UD_table.UD_stage |
| uncertainty measures | flist_mad flist_range flist_var unc_measures U_mad u_mad U_range u_range U_var u_var |
| Postprocess UD | min_lambda_calc ppud unc_postprocess |
| Variance(DEPRECATED) | var0 |
