STB: Simultaneous Tolerance Bounds

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.

Author
Andre Schuetzenmeister <andre.schuetzenmeister@roche.com>
Date of publication
2016-07-08 09:47:29
Maintainer
Andre Schuetzenmeister <andre.schuetzenmeister@roche.com>
License
GPL (>= 3)
Version
0.6.3.1

View on CRAN

Man pages

fastSTB
Simultaneous Tolerance Bands Using a Fast C-Implementation.
getSTB
Simultaneous Tolerance Bands Using R-Implementation.
plot.STB
Plot Objects of Class 'STB'.
plot.stbVCA
Plot Objects of Class 'stbVCA'.
rankSTB
Rank-Based Algorithm for Computing 100(1-alpha)%...
SASquantile
Implements SAS-quantile Calculation (PCTLDEF=5) as Described...
stb
Generic Method for computing Simultaneous Tolerance Bounds...
stb.default
Simultaneous Tolerance Bands (STB).
STB-Package
(S)imultaneous (T)olerance (B)ounds
stb.VCA
Simultaneous Tolerance Bounds on Residuals and Random Effects...

Files in this package

STB
STB/inst
STB/inst/ChangeLog.txt
STB/src
STB/src/Makevars
STB/src/stb.c
STB/NAMESPACE
STB/R
STB/R/stb.R
STB/MD5
STB/DESCRIPTION
STB/man
STB/man/stb.default.Rd
STB/man/SASquantile.Rd
STB/man/stb.VCA.Rd
STB/man/stb.Rd
STB/man/getSTB.Rd
STB/man/STB-Package.Rd
STB/man/fastSTB.Rd
STB/man/plot.STB.Rd
STB/man/plot.stbVCA.Rd
STB/man/rankSTB.Rd