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UncDecomp (version 1.0.1)

Uncertainty Decomposition

Description

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) is a related paper which is accessible via the URL below.

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Version

Install

install.packages('UncDecomp')

Monthly Downloads

145

Version

1.0.1

License

GPL-2

Maintainer

Seonghyeon Kim

Last Published

November 7th, 2019

Functions in UncDecomp (1.0.1)

unc_measures

uncertainty measures
plotUDlist

Plot UD_list
UD_model2stage

Convert model uncertainty to stage uncertainty
printUD

Print UD
stage_uncertainty

Stage uncertainty(DEPRECATED)
scenario_uncertainty

Scenario uncertainty(DEPRECATED)
var0

Variance(DEPRECATED)
unc_postprocess

Postprocess UD
UD_bal_stage

Stage-wise balanced uncertainty
drange

Range(DEPRECATED)
UD_bal_model

Model-wise balanced uncertainty
cum_uncertainty

Cumulative uncertainty(DEPRECATED)
UD_ANOVA_stage

Stage-wise uncertainty based on the second order interaction ANOVA
UDtable

Make uncertainty table
UD_cum_stage

Stage-wise uncertainty based on cumulative uncertainty
UD_ANOVA_model

Model-wise uncertainty based on the second order interaction ANOVA
apply_sweep

Slight modifications of apply() and sweep()