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STB (version 0.6.5)

Simultaneous Tolerance Bounds

Description

Provides an implementation of simultaneous tolerance bounds (STB), useful for checking whether a numeric vector fits to a hypothetical null-distribution or not. Furthermore, there are functions for computing STB (bands, intervals) for random variates of linear mixed models fitted with package 'VCA'. All kinds of, possibly transformed (studentized, standardized, Pearson-type transformed) random variates (residuals, random effects), can be assessed employing STB-methodology.

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Version

Install

install.packages('STB')

Monthly Downloads

256

Version

0.6.5

License

GPL (>= 3)

Maintainer

Andre Schuetzenmeister

Last Published

September 15th, 2021

Functions in STB (0.6.5)

getSTB

Load/unload C-lib. Simultaneous Tolerance Bands Using R-Implementation.
rankSTB

Rank-Based Algorithm for Computing 100(1-alpha)% Simulataneous Tolerance Bounds.
stb

Generic Method for computing Simultaneous Tolerance Bounds (bands and intervals) for fitted models or numeric vectors.
STB-package

(S)imultaneous (T)olerance (B)ounds
plot.STB

Plot Objects of Class 'STB'.
SASquantile

Implements SAS-quantile Calculation (PCTLDEF=5) as Described by SAS-Help.
fastSTB

Simultaneous Tolerance Bands Using a Fast C-Implementation.
plot.stbVCA

Plot Objects of Class 'stbVCA'.
stb.VCA

Simultaneous Tolerance Bounds on Residuals and Random Effects for 'VCA' Objects.
stb.default

Simultaneous Tolerance Bands (STB).