qualityTools: Statistical Methods for Quality Science
Version 1.55

Contains methods associated with the Define, Measure, Analyze, Improve and Control (i.e. DMAIC) cycle of the Six Sigma Quality Management methodology.It covers distribution fitting, normal and non-normal process capability indices, techniques for Measurement Systems Analysis especially gage capability indices and Gage Repeatability (i.e Gage RR) and Reproducibility studies, factorial and fractional factorial designs as well as response surface methods including the use of desirability functions. Improvement via Six Sigma is project based strategy that covers 5 phases: Define - Pareto Chart; Measure - Probability and Quantile-Quantile Plots, Process Capability Indices for various distributions and Gage RR Analyze i.e. Pareto Chart, Multi-Vari Chart, Dot Plot; Improve - Full and fractional factorial, response surface and mixture designs as well as the desirability approach for simultaneous optimization of more than one response variable. Normal, Pareto and Lenth Plot of effects as well as Interaction Plots; Control - Quality Control Charts can be found in the 'qcc' package. The focus is on teaching the statistical methodology used in the Quality Sciences.

AuthorThomas Roth
Date of publication2016-02-24 17:40:35
MaintainerThomas Roth <thomas.roth@alumni.tu-berlin.de>
LicenseGPL-2
Version1.55
URL http://www.r-qualitytools.org
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("qualityTools")

Getting started

Package overview

Popular man pages

blocking: Blocking
facDesign: facDesign
gageRRDesign: Gage R&R - Gage Repeatability and Reproducibility
interactionPlot: interactionPlot
normalPlot: Normal plot
qqPlot: Quantile-Quantile Plots for various distributions
snPlot: Signal-to-Noise-Ratio Plots
See all...

All man pages Function index File listing

Man pages

adSim: Bootstrap-based Anderson-Darling Test for Univariate...
aliasTable: Display an alias table
as.data.frame.desOpt: Coerce to a data.frame
as.data.frame.facDesign: Coerce to a data.frame
as.data.frame.gageRR: Coerce to a data.frame
as.data.frame-methods: Methods for Function as.data.frame in Package base
as.data.frame.mixDesign: Coerce the object of class mixDesign to a data.frame
as.data.frame.MSALinearity: Coerce to a data.frame
as.data.frame.pbDesign: Coerce to a data.frame
as.data.frame.steepAscentDesign: Coerce to a data.frame
as.data.frame.taguchiDesign: Coerce to a data.frame
averagePlot: Function to create average Plots
averagePlot-methods: Methods for Function averagePlot
blockGen-methods: Get and set methods
blocking: Blocking
block-methods: Get and set methods
centerCube-methods: Get and set methods
centerStar-methods: Get and set methods
cg: Function to calculate and visualize the gage capability.
code2real: Coding
compPlot: Function to create comparison Plots
compPlot-methods: Methods for Function compPlot
confounds: Confounded Effects
contourPlot: Contour Plot
contourPlot3: function to create a ternary plot (contour plot) for an...
cp: Process Capability Indices
cube-methods: Get and set methods
desirability: Desirability Function
desirability-class: Class "desirability"
desires-methods: Get and set methods
desOpt-class: Class "desOpt"
dgamma3: The gamma Distribution (3 Parameter)
distr-class: Class "distr"
distrCollection-class: Class "distrCollection"
distribution: Distribution
dlnorm3: The Lognormal Distribution (3 Parameter)
doeFactor-class: Class "doeFactor"
dotPlot: Function to create a dot plot
dweibull3: The Weibull Distribution (3 Parameter)
effectPlot: Main Effect Plots
effectPlot-methods: Methods for Function effectPlot
errorPlot: Function to create error Charts
errorPlot-methods: Methods for Function errorPlot
facDesign: facDesign
facDesign-class: Class "facDesign"
factors-methods: Get and set methods
fits-methods: Get and set methods
fracChoose: Choosing a fractional or full factorial design from a table.
fracDesign: fracDesign
gageLin: Function to visualize and calucalte the linearity of a gage.
gageLinDesign: Function to create a object of class MSALinearity.
gageRR: Gage R&R - Gage Repeatability and Reproducibility
gageRR-class: Class "gageRR"
gageRRDesign: Gage R&R - Gage Repeatability and Reproducibility
highs-methods: Get and set methods
identity-methods: Get method
interactionPlot: interactionPlot
lows-methods: Get and set methods
mixDesign: Mixture Designs
mixDesign-class: Class "mixDesign"
MSALinearity-class: Class '"MSALinearity"'
mvPlot: Multi-Vari-Charts
names-methods: Methods for function names in Package 'base'
ncol-methods: Get method
normalPlot: Normal plot
nrow-methods: Get method
oaChoose: Taguchi Designs
optimum: Optimal factor settings
overall: Overall Desirability
paretoChart: Pareto Chart
paretoPlot: paretoPlot
pbDesign: Plackett-Burman Designs
pbDesign-class: Class "pbDesign"
pbFactor-class: Class "pbFactor"
pcr: Process Capability Indices
plot-methods: Methods for Function plot in Package 'graphics'
ppPlot: Probability Plots for various distributions
print.adtest: Test Statistics
print.invisible: Print Function
qqPlot: Quantile-Quantile Plots for various distributions
qualityTools-package: Statistical Methods for Quality Sciences
randomize: Randomization
response-methods: Get and set methods
rsmChoose: Choosing a response surface design from a table
rsmDesign: Generate a response surface design (i.e. central composite...
runOrd-methods: Get and set methods
selection-methods: Methods for Function [ in Package base
sigma-methods: Get and set methods
simProc: Simulated Process
snPlot: Signal-to-Noise-Ratio Plots
standOrd-methods: Get and set method
starDesign: Axial Design
star-methods: Get and set methods
steepAscent: Steepest Ascent
steepAscent-class: Class "steepAscent"
summaryFits: Fit Summary
summary-methods: Methods for Function summary in Package base
taguchiChoose: Taguchi Designs
taguchiDesign: Taguchi Designs
taguchiDesign-class: Class "taguchiDesign"
taguchiFactor-class: Class "taguchiFactor"
tolerance-methods: Get and set methods
types-methods: Get and set methods
units-methods: Get and set methods
values-methods: Get and Set methods
whiskersPlot: Function to create Whiskers Charts
whiskersPlot-methods: Methods for Function whiskersPlot
wirePlot: 3D Plot
wirePlot3: function to create a ternary plot (3D wire plot) for an...

Functions

MSALinearity-class Man page
[,ANY-method Man page
[,distrCollection-method Man page
[,facDesign-method Man page
[,gageRR-method Man page
[,nonStructure-method Man page
[,steepAscent-method Man page
[-methods Man page
[<-,facDesign-method Man page
adSim Man page Source code
aip Source code
aliasTable Man page Source code
alphaOrth Source code
alphaRot Source code
as.data.frame,ANY-method Man page
as.data.frame,MSALinearity-method Man page
as.data.frame,desOpt-method Man page
as.data.frame,facDesign-method Man page
as.data.frame,gageRR-method Man page
as.data.frame,mixDesign-method Man page
as.data.frame,pbDesign-method Man page
as.data.frame,steepAscent-method Man page
as.data.frame,taguchiDesign-method Man page
as.data.frame-methods Man page
as.data.frame.MSALinearity Man page Source code Source code
as.data.frame.desOpt Man page Source code
as.data.frame.facDesign Man page Source code
as.data.frame.gageRR Man page Source code
as.data.frame.mixDesign Man page Source code
as.data.frame.pbDesign Man page Source code
as.data.frame.steepAscent Man page Source code
as.data.frame.taguchiDesign Man page Source code
averagePlot Man page
averagePlot,gageRR-method Man page
averagePlot-methods Man page
block Man page
block,facDesign-method Man page
block-methods Man page
block<- Man page
block<-,facDesign-method Man page
blockCol Source code
blockGen Man page
blockGen,facDesign-method Man page
blockGen-methods Man page
blockGen<- Man page
blockGen<-,facDesign-method Man page
blockGenCol Source code
blockInteractions Source code
blocking Man page Source code
c4 Source code
centerCube Man page
centerCube,facDesign-method Man page
centerCube-methods Man page
centerCube<- Man page
centerCube<-,facDesign-method Man page
centerPoints Source code
centerStar Man page
centerStar,facDesign-method Man page
centerStar-methods Man page
centerStar<- Man page
centerStar<-,facDesign-method Man page
cg Man page Source code Source code
cgHist Man page Source code
cgRunChart Man page Source code
cgToleranceView Man page Source code
charToDistFunc Source code
code2real Man page Source code
compPlot Man page
compPlot,gageRR-method Man page
compPlot-methods Man page
confintbeta Source code Source code
confintcauchy Source code Source code
confintexp Source code Source code
confintgamma Source code Source code
confintlnorm Source code Source code
confintlogis Source code Source code
confintnorm Source code Source code
confintweibull Source code Source code
confoundings Source code
confounds Man page Source code
contourPlot Man page Source code
contourPlot3 Man page Source code
cp Man page
cube Man page
cube,facDesign-method Man page
cube-methods Man page
cube<- Man page
cube<-,facDesign-method Man page
curvTest Source code
dHelp Source code
dentityOld Source code
desHelp Source code
desOpt-class Man page
desirability Man page Source code
desirability-class Man page
desireFun Source code
desires Man page
desires,facDesign-method Man page
desires-methods Man page
desires<- Man page
desires<-,facDesign-method Man page
dgamma3 Man page Source code
distr-class Man page
distrCollection-class Man page
distribution Man page Source code
dlnorm3 Man page Source code
doeFactor-class Man page
dotPlot Man page Source code
dweibull3 Man page Source code
effectPlot Man page
effectPlot,facDesign-method Man page
effectPlot,taguchiDesign-method Man page
effectPlot-methods Man page
errorPlot Man page
errorPlot,gageRR-method Man page
errorPlot-methods Man page
facDesign Man page Source code
facDesign-class Man page
factors Man page
factors,facDesign-method Man page
factors,mixDesign-method Man page
factors,pbDesign-method Man page
factors,taguchiDesign-method Man page
factors-methods Man page
factors<- Man page
factors<-,facDesign-method Man page
factors<-,mixDesign-method Man page
factors<-,pbDesign-method Man page
factors<-,taguchiDesign-method Man page
fits Man page
fits,facDesign-method Man page
fits-methods Man page
fits<- Man page
fits<-,facDesign-method Man page
fracChoose Man page Source code
fracDesign Man page Source code
gageLin Man page Source code
gageLinDesign Man page Source code
gageRR Man page Source code
gageRR-class Man page
gageRRDesign Man page Source code
gamma3 Man page Source code Source code
helpAliasTable Source code Source code
helpSort Source code
highs Man page
highs,facDesign-method Man page
highs,mixDesign-method Man page
highs-methods Man page
highs<- Man page
highs<-,facDesign-method Man page
highs<-,mixDesign-method Man page
identity Man page
identity,facDesign-method Man page
identity,taguchiDesign-method Man page
identity-methods Man page
interactionPlot Man page Source code
letToNum Source code
letterIndex Source code
letterPos Source code
lfkp Source code
lfrm Source code
lnorm3 Man page
lociv Source code
lognormal3 Source code Source code
lows Man page
lows,facDesign-method Man page
lows,mixDesign-method Man page
lows-methods Man page
lows<- Man page
lows<-,facDesign-method Man page
lows<-,mixDesign-method Man page
m.interaction.plot Source code
mapping Source code
mfc Source code
mixDesign Man page Source code
mixDesign-class Man page
mv2Plot Source code
mv3Plot Source code
mv4Plot Source code
mvPlot Man page Source code Source code
myADTest Source code
names,ANY-method Man page
names,doeFactor-method Man page
names,facDesign-method Man page
names,gageRR-method Man page
names,mixDesign-method Man page
names,pbDesign-method Man page
names,pbFactor-method Man page
names,taguchiDesign-method Man page
names,taguchiFactor-method Man page
names-methods Man page
names<-,doeFactor-method Man page
names<-,facDesign-method Man page
names<-,mixDesign-method Man page
names<-,pbDesign-method Man page
names<-,pbFactor-method Man page
names<-,taguchiDesign-method Man page
names<-,taguchiFactor-method Man page
nblock Source code
ncol Man page
ncol,facDesign-method Man page
ncol-methods Man page
normalDensity2d Source code
normalPlot Man page Source code
npp Source code
nrow Man page
nrow,facDesign-method Man page
nrow-methods Man page
numFac Source code
oaChoose Man page Source code
optimum Man page Source code
overall Man page Source code
paretoChart Man page Source code
paretoPlot Man page Source code
pbDesign Man page Source code Source code
pbDesign-class Man page
pbFactor-class Man page
pcr Man page Source code Source code
permut Source code
pgamma3 Man page Source code
plnorm3 Man page Source code
plot,ANY-method Man page
plot,MSALinearity-method Man page
plot,desirability-method Man page
plot,distr-method Man page
plot,distrCollection-method Man page
plot,gageRR-method Man page
plot,steepAscent-method Man page
plot-methods Man page
ppPlot Man page Source code
print.adtest Man page Source code
print.invisible Man page Source code
pweibull3 Man page Source code
qgamma3 Man page Source code
qlnorm3 Man page Source code
qqPlot Man page Source code
qualityTools Man page
qualityTools-package Man page
qweibull3 Man page Source code
randomize Man page Source code
replace2s Source code
response Man page
response,MSALinearity-method Man page
response,facDesign-method Man page
response,gageRR-method Man page
response,mixDesign-method Man page
response,pbDesign-method Man page
response,steepAscent-method Man page
response,taguchiDesign-method Man page
response<- Man page
response<-,MSALinearity-method Man page
response<-,facDesign-method Man page
response<-,gageRR-method Man page
response<-,mixDesign-method Man page
response<-,pbDesign-method Man page
response<-,steepAscent-method Man page
response<-,taguchiDesign-method Man page
rsmChoose Man page Source code
rsmDesign Man page Source code
runOrd Man page
runOrd,facDesign-method Man page
runOrd<- Man page
runOrd<-,facDesign-method Man page
sEven Source code
sOdd Source code
sdSg Source code
sigma Man page
sigma,gageRR-method Man page
sigma-methods Man page
sigma<- Man page
sigma<-,gageRR-method Man page
simProc Man page Source code
simplexCentroid Source code
snPlot Man page Source code
splitDev Source code
standOrd Man page
standOrd,facDesign-method Man page
standOrd<- Man page
standOrd<-,facDesign-method Man page
star Man page
star,facDesign-method Man page
star-methods Man page
star<- Man page
star<-,facDesign-method Man page
starDesign Man page Source code
starFrame Source code
steepAscent Man page Source code
steepAscent-class Man page
summary,ANY-method Man page
summary,MSALinearity-method Man page
summary,distrCollection-method Man page
summary,facDesign-method Man page
summary,gageRR-method Man page
summary,mixDesign-method Man page
summary,pbDesign-method Man page
summary,taguchiDesign-method Man page
summary-methods Man page
summaryFits Man page Source code
taguchiChoose Man page Source code
taguchiDesign Man page Source code
taguchiDesign-class Man page
taguchiFactor-class Man page
testFun Source code
testFun2 Source code
tolerance Man page
tolerance,gageRR-method Man page
tolerance-methods Man page
tolerance<- Man page
tolerance<-,gageRR-method Man page
types Man page
types,facDesign-method Man page
types-methods Man page
types<- Man page
types<-,facDesign-method Man page
units Man page
units,facDesign-method Man page
units,mixDesign-method Man page
units,pbDesign-method Man page
units,taguchiDesign-method Man page
units-methods Man page
units<- Man page
units<-,facDesign-method Man page
units<-,mixDesign-method Man page
units<-,pbDesign-method Man page
units<-,taguchiDesign-method Man page
validizeConstraints Source code
values Man page
values,pbDesign-method Man page
values,taguchiDesign-method Man page
values-methods Man page
values<- Man page
values<-,pbDesign-method Man page
values<-,taguchiDesign-method Man page
weibull3 Man page Source code Source code
whiskersPlot Man page
whiskersPlot,gageRR-method Man page
whiskersPlot-methods Man page
wirePlot Man page Source code
wirePlot3 Man page Source code
xlimcalc Source code
xylimits Source code

Files

inst
inst/CITATION
inst/NEWS.Rd
inst/doc
inst/doc/qualityTools.R
inst/doc/qualityTools.pdf
inst/doc/qualityTools-078.R
inst/doc/qualityTools.rnw
NAMESPACE
R
R/err_t.r
R/vis_2.r
R/cg._g.r
R/cur_t.r
R/gag_n.r
R/dis_t.r
R/des_e.r
R/dot_t.r
R/rsm_n.r
R/COM_P.R
R/gag_s.R
R/min_s.r
R/distr_3.r
R/par_t.r
R/internals.r
R/Com_t.r
R/vis_n.r
R/par_l.r
R/mul_t.r
R/tag_e.r
R/int_t.r
R/pcr_r.r
R/Blo_n.r
R/sta_n.r
R/ste_t.r
R/ort_s.r
R/adSim.R
R/sim_c.r
R/whi_t.r
R/myA_r.r
R/ave_t.r
R/int_qq.r
R/nor_t.r
R/mvPlot.R
R/eff_t.r
R/mix_n.r
R/hel_s.r
vignettes
vignettes/qualityTools-077.tex
vignettes/qualityTools-023.pdf
vignettes/qualityTools-009.pdf
vignettes/qualityTools-002.pdf
vignettes/qualityTools-013.pdf
vignettes/qualityTools-010.pdf
vignettes/Sweavel.sty
vignettes/qualityTools-006.pdf
vignettes/qualityTools-061.pdf
vignettes/Bilder
vignettes/Bilder/gageCapability.pdf
vignettes/Bilder/M.pdf
vignettes/Bilder/qualityToolsGrafik.pdf
vignettes/Bilder/D.pdf
vignettes/Bilder/I.pdf
vignettes/Bilder/blackbox.pdf
vignettes/Bilder/cg.pdf
vignettes/Bilder/A.pdf
vignettes/Bilder/C.pdf
vignettes/Bilder/blackbox.svg
vignettes/qualityTools-022.pdf
vignettes/RCode-077.R
vignettes/qualityTools-072.pdf
vignettes/qualityTools-026.pdf
vignettes/qualityTools-015.pdf
vignettes/qualityTools.rnw
vignettes/vignette.bib
vignettes/qualityTools-075.pdf
MD5
build
build/vignette.rds
DESCRIPTION
man
man/summary-methods.Rd
man/lows-methods.rd
man/blocking.Rd
man/simProc.Rd
man/facDesign-class.Rd
man/dlnorm3.Rd
man/qqPlot.Rd
man/plot-methods.Rd
man/distrCollection-class.Rd
man/gageRR-class.rd
man/fracChoose.Rd
man/selection-methods.Rd
man/as.data.frame.mixDesign.Rd
man/tolerance-methods.rd
man/print.adtest.Rd
man/starDesign.Rd
man/wirePlot.Rd
man/steepAscent.rd
man/taguchiFactor-class.rd
man/taguchiChoose.Rd
man/dotPlot.Rd
man/compPlot-methods.rd
man/gageRRDesign.Rd
man/pbDesign.Rd
man/rsmDesign.Rd
man/normalPlot.Rd
man/averagePlot.Rd
man/overall.Rd
man/confounds.Rd
man/compPlot.Rd
man/effectPlot-methods.Rd
man/nrow-methods.rd
man/factors-methods.Rd
man/types-methods.Rd
man/qualityTools-package.Rd
man/as.data.frame.taguchiDesign.Rd
man/gageRR.Rd
man/pcr.Rd
man/cube-methods.rd
man/distr-class.Rd
man/as.data.frame.desOpt.Rd
man/star-methods.rd
man/oaChoose.rd
man/desires-methods.Rd
man/centerStar-methods.Rd
man/effectPlot.Rd
man/averagePlot-methods.rd
man/units-methods.Rd
man/cp.rd
man/adSim.Rd
man/cg.rd
man/randomize.Rd
man/block-methods.rd
man/paretoPlot.Rd
man/ppPlot.Rd
man/response-methods.rd
man/mixDesign-class.Rd
man/dweibull3.Rd
man/standOrd-methods.Rd
man/summaryFits.Rd
man/as.data.frame.gageRR.Rd
man/MSALinearity-class.Rd
man/centerCube-methods.Rd
man/ncol-methods.rd
man/gageLin.Rd
man/contourPlot3.Rd
man/fracDesign.Rd
man/highs-methods.rd
man/as.data.frame.MSALinearity.rd
man/taguchiDesign-class.rd
man/rsmChoose.Rd
man/as.data.frame.steepAscentDesign.Rd
man/snPlot.Rd
man/interactionPlot.Rd
man/mvPlot.Rd
man/pbDesign-class.rd
man/aliasTable.Rd
man/print.invisible.Rd
man/sigma-methods.rd
man/desirability.Rd
man/errorPlot.Rd
man/values-methods.Rd
man/facDesign.Rd
man/distribution.Rd
man/pbFactor-class.rd
man/wirePlot3.Rd
man/runOrd-methods.rd
man/errorPlot-methods.rd
man/fits-methods.rd
man/taguchiDesign.Rd
man/identity-methods.Rd
man/dgamma3.Rd
man/doeFactor-class.Rd
man/as.data.frame.facDesign.Rd
man/optimum.Rd
man/paretoChart.Rd
man/blockGen-methods.Rd
man/desirability-class.Rd
man/contourPlot.Rd
man/gageLinDesign.Rd
man/desOpt-class.Rd
man/whiskersPlot-methods.rd
man/whiskersPlot.Rd
man/as.data.frame-methods.Rd
man/code2real.Rd
man/steepAscent-class.rd
man/names-methods.rd
man/mixDesign.Rd
man/as.data.frame.pbDesign.rd
qualityTools documentation built on May 19, 2017, 11:44 p.m.

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