MSQC: Multivariate Statistical Quality Control

This is a toolkit for multivariate process monitoring. It computes several multivariate control charts e.g. Hotelling, Chi-squared, MEWMA, MCUSUM and Generalized Variance. Ten didactic datasets are included. It includes some techniques for assessing multivariate normality e.g. Mardia's, Royston's and Henze-Zirkler's tests. Please, see the NEWS file for the latest changes in the package.

Author
Edgar Santos-Fernandez <edgar.santosfdez@gmail.com>
Date of publication
2016-06-01 07:39:37
Maintainer
Edgar Santos-Fernandez <edgar.santosfdez@gmail.com>
License
GPL-2 | GPL-3
Version
1.0.2

View on CRAN

Man pages

archery1
Target archery dataset during the ranking round (used as...
archery2
Target archery dataset during the elimination stage (used as...
bimetal1
Bimetal dataset during the Phase I
bimetal2
Bimetal dataset during the Phase II
carbon1
Carbon fiber tubing during the Phase I
carbon2
Carbon fiber tubing during the Phase II
covariance
Sample covariance
DAGOSTINO
D'Agostino test
dowel1
Dowel pin dataset for the Phase I
dowel2
Dowel pin dataset for the Phase II
ellip
confidence ellipsoid
gen.var
Generalized Variance Control Chart
glass1
Dataset of a glass manufacturing process during the Phase I
glass2
Dataset of a glass manufacturing process during the Phase II
HZ.test
Henze-Zirkler test
indust1
Industrial dataset collected during the Phase I
indust2
Industrial dataset collected in Phase II
kulpa
Coordinates of the pitches called "strike" by umpire Ron...
larg.ellip
Largest ellipsoid
MardiaTest
Mardia test
mech1
A mechanical process (Phase I)
mech2
A mechanical process (Phase II)
MSQC-package
Multivariate Statistical Quality Control
mult.chart
Multivariate Control Chart
prism
Draws a rectangular prism
proc.reg
Process region
Royston.test
Royston test
rskewed
Right skewed dataset
sabathia1
A pitching log of C.C. Sabathia on July 10, 2011.
sabathia2
A pitching log of C.C. Sabathia on August 12, 2011
sabathia.ind
Individual observations from the MLB pitcher C.C. Sabathia...
water1
A water quality test (Phase I)
water2
A water quality test (Phase II)

Files in this package

MSQC
MSQC/inst
MSQC/inst/CITATION
MSQC/NAMESPACE
MSQC/NEWS
MSQC/data
MSQC/data/bimetal2.rda
MSQC/data/kulpa.rda
MSQC/data/carbon2.rda
MSQC/data/archery1.rda
MSQC/data/sabathia1.rda
MSQC/data/indust1.rda
MSQC/data/sabathia.ind.rda
MSQC/data/rskewed.rda
MSQC/data/water1.rda
MSQC/data/dowel2.rda
MSQC/data/carbon1.rda
MSQC/data/mech2.rda
MSQC/data/mech1.rda
MSQC/data/indust2.rda
MSQC/data/archery2.rda
MSQC/data/glass2.rda
MSQC/data/sabathia2.rda
MSQC/data/bimetal1.rda
MSQC/data/glass1.rda
MSQC/data/water2.rda
MSQC/data/dowel1.rda
MSQC/R
MSQC/R/HZ.test.R
MSQC/R/covariance.R
MSQC/R/DAGOSTINO.R
MSQC/R/prism.R
MSQC/R/gen.var.R
MSQC/R/mult.chart.R
MSQC/R/proc.reg.R
MSQC/R/MardiaTest.R
MSQC/R/ellip.R
MSQC/R/Royston.test.R
MSQC/R/larg.ellip.R
MSQC/MD5
MSQC/DESCRIPTION
MSQC/man
MSQC/man/mult.chart.Rd
MSQC/man/dowel1.Rd
MSQC/man/rskewed.Rd
MSQC/man/indust1.Rd
MSQC/man/sabathia1.Rd
MSQC/man/glass1.Rd
MSQC/man/MardiaTest.Rd
MSQC/man/indust2.Rd
MSQC/man/archery1.Rd
MSQC/man/prism.Rd
MSQC/man/sabathia.ind.Rd
MSQC/man/DAGOSTINO.Rd
MSQC/man/proc.reg.Rd
MSQC/man/bimetal2.Rd
MSQC/man/ellip.Rd
MSQC/man/MSQC-package.Rd
MSQC/man/larg.ellip.Rd
MSQC/man/water1.Rd
MSQC/man/covariance.Rd
MSQC/man/carbon2.Rd
MSQC/man/carbon1.Rd
MSQC/man/gen.var.Rd
MSQC/man/mech1.Rd
MSQC/man/glass2.Rd
MSQC/man/Royston.test.Rd
MSQC/man/HZ.test.Rd
MSQC/man/mech2.Rd
MSQC/man/dowel2.Rd
MSQC/man/kulpa.Rd
MSQC/man/bimetal1.Rd
MSQC/man/archery2.Rd
MSQC/man/water2.Rd
MSQC/man/sabathia2.Rd