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


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("UncDecomp")

1.0.1 by Seonghyeon Kim, 11 days ago


https://www.sciencedirect.com/science/article/pii/S2589915519300082


Browse source code at https://github.com/cran/UncDecomp


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


Documentation:   PDF Manual  


GPL-2 license


Imports ggplot2, dplyr


See at CRAN