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.

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.

Implements Models of Uncertainty into the Interpolation
Functions
Provides a basic (random) data, grids, 6 models of uncertainty, 3 automatic interpolations (idw, spline, kriging), variogram and basic data visualization.
R (>= 3.0.0), sp, RandomFields, automap, fields, gstat
'class-01-Points.R' 'class-02-UncertainPoints.R'
'class-03-UncertainInterpolation.R'
'class-04-FuzzyInterpolation.R' 'class-05-Variogram.R'
'methods-as.data.frame.R' 'methods-as.UncertainPoints.R'
'methods-uncertaintyConstant.R' 'methods-uncertaintyError.R'
'methods-uncertaintyPercent.R'
'methods-uncertaintyRandomDeviate.R'
'methods-uncertaintyRandomNumber.R'
'methods-uncertaintyRandomPercent.R' 'methods-Grid.R'
'methods-idwUncertain.R' 'methods-splineUncertain.R'
'methods-krigingUncertain.R' 'methods-variogram.R'
'methods-plot.R'

Uncertain Area Methods for Cut-Point Determination in Tests
c(person("Hans", "Landsheer", role = c("aut", "cre"),
email = "j.a.landsheer@uu.nl"))
Functions for the determination of an Uncertain Interval, i.e., a range
of test scores that are inconclusive and do not allow a diagnosis, other than
'Uncertain'.
stats, utils, reshape2, rootSolve, nloptr

Uncertain Interval Methods for Cut-Point Determination in Tests
Functions for the determination of an uncertain interval, i.e., a
range of test scores that are inconclusive and do not allow a diagnosis, other
than 'Uncertain', reference J.A. Landsheer <doi:10.1371/journal.pone.0166007>.