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:Seonghyeon Kim [aut, cre], Yongdai Kim [aut], Ilsang Ohn [aut]

UncDecomp_1.0.1.tar.gz
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UncDecomp_1.0.1.tgz(r-4.4-any)UncDecomp_1.0.1.tgz(r-4.3-any)
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UncDecomp.pdf |UncDecomp.html
UncDecomp/json (API)

# Install 'UncDecomp' in R:
install.packages('UncDecomp', repos = c('https://kim-seonghyeon.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

26 exports 0.00 score 31 dependencies 5 scripts 146 downloads

Last updated 5 years agofrom:0133c6ee36. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 16 2024
R-4.5-winNOTESep 16 2024
R-4.5-linuxNOTESep 16 2024
R-4.4-winNOTESep 16 2024
R-4.4-macNOTESep 16 2024
R-4.3-winNOTESep 16 2024
R-4.3-macNOTESep 16 2024

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:clicolorspacedplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbletidyselectutf8vctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
Slight modifications of apply() and sweep()apply0 apply_sweep msweep sweep0
Cumulative uncertainty(DEPRECATED)cum_uncertainty
Range(DEPRECATED)drange
Plot UD_listplotUDlist
Print UDprint.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 ANOVAUD_ANOVA_model
Stage-wise uncertainty based on the second order interaction ANOVAUD_ANOVA_stage
Model-wise balanced uncertaintyUD_bal_model
Stage-wise balanced uncertaintyUD_bal_stage
Stage-wise uncertainty based on cumulative uncertaintyUD_cum_stage
Convert model uncertainty to stage uncertaintyUD_model2stage
Make uncertainty tableUDtable UD_table UD_table.UD_model UD_table.UD_stage
uncertainty measuresflist_mad flist_range flist_var unc_measures U_mad u_mad U_range u_range U_var u_var
Postprocess UDmin_lambda_calc ppud unc_postprocess
Variance(DEPRECATED)var0