File I/O

casereadMissing
casewriteMissing
tblreadMissing
tblwriteMissing
tdfreadMissing

Organizing Data

Categorical Arrays

addlevelsMissing
droplevelsMissing
getlabelsMissing
islevelMissing
ismemberPresent
isundefinedMissing
levelcountsMissing
mergelevelsMissing
nominalMissing
ordinalMissing
reorderlevelsMissing
setlabelsMissing
sortPresent
sortrowsPresent
summaryMissing

Dataset Arrays

datasetMissing
datasetfunMissing
getPresent
grpstatsMissing
joinMissing
replacedataMissing
setPresent
sortrowsPresent
summaryMissing

Grouped Data

gplotmatrixMissing
grp2idxMissing
grpstatsMissing
grpstatsMissing
gscatterMissing

Descriptive Statistics

Summaries

crosstabMissing
grpstatsMissing
grpstatsMissing
summaryMissing
summaryMissing
tabulatePresent

Measures of Central Tendency

geomeanPresent
harmmeanPresent
meanPresent
medianPresent
modePresent
trimmeanPresent

Measures of Dispersion

iqrPresent
madPresent
momentPresent
rangePresent
stdPresent
varPresent

Measures of Shape

kurtosisPresent
momentPresent
prctilePresent
quantileMissing
skewnessPresent
zscorePresent

Resampling Statistics

bootciMissing
bootstrpMissing
jackknifeMissing

Data with Missing Values

nancovMissing
nanmaxPresent
nanmeanPresent
nanmedianPresent
nanminPresent
nanstdPresent
nansumPresent
nanvarMissing

Data Correlation

canoncorrMissing
cholcovMissing
cophenetMissing
corrMissing
corrcoefPresent
corrcovMissing
covPresent
partialcorrMissing
tiedrankMissing

Statistical Visualization

Distribution Plots

boxplotPresent
cdfplotMissing
dfittoolMissing
disttoolMissing
ecdfhistMissing
errorbarPresent
fsurfhtMissing
histPresent
hist3Missing
histfitPresent
normplotPresent
normspecMissing
paretoPresent
probplotMissing
qqplotPresent
randtoolMissing
scatterhistMissing
surfhtMissing
wblplotMissing

Scatter Plots

glineMissing
gnameMissing
gplotmatrixMissing
gscatterMissing
lslineMissing
refcurveMissing
reflineMissing
scatterPresent
scatterhistMissing

ANOVA Plots

anova1Missing
aoctoolMissing
manovaclusterMissing
multcompareMissing

Regression Plots

addedvarplotMissing
glineMissing
lslineMissing
polytoolMissing
rcoplotMissing
refcurveMissing
reflineMissing
robustdemoMissing
rsmdemoMissing
rstoolMissing
viewPresent

Multivariate Plots

andrewsplotMissing
biplotMissing
glyphplotMissing
parallelcoordsMissing

Cluster Plots

dendrogramMissing
manovaclusterMissing
silhouetteMissing

Classification Plots

viewPresent

DOE Plots

interactionplotMissing
maineffectsplotMissing
multivarichartMissing
rsmdemoMissing
rstoolMissing

SPC Plots

capaplotMissing
controlchartMissing
histfitPresent
normspecMissing

Probability Distributions

Distribution Plots

boxplotPresent
cdfplotMissing
dfittoolMissing
disttoolMissing
ecdfhistMissing
errorbarPresent
fsurfhtMissing
histPresent
hist3Missing
histfitPresent
normplotPresent
normspecMissing
paretoPresent
probplotMissing
qqplotPresent
randtoolMissing
scatterhistMissing
surfhtMissing
wblplotMissing

Probability Density Functions

betapdfPresent
binopdfPresent
chi2pdfPresent
copulapdfMissing
disttoolMissing
evpdfMissing
exppdfPresent
fpdfPresent
gampdfPresent
geopdfPresent
gevpdfMissing
gppdfMissing
hygepdfPresent
ksdensityMissing
lognpdfPresent
mnpdfMissing
mvnpdfPresent
mvtpdfMissing
nbinpdfPresent
ncfpdfMissing
nctpdfMissing
ncx2pdfMissing
normpdfPresent
pdfMissing
pdfMissing
pdfMissing
poisspdfPresent
raylpdfPresent
tpdfPresent
unidpdfPresent
unifpdfPresent
wblpdfPresent

Cumulative Distribution Functions

betacdfPresent
binocdfPresent
cdfMissing
cdfMissing
cdfMissing
cdfplotMissing
chi2cdfPresent
copulacdfMissing
disttoolMissing
ecdfMissing
ecdfhistMissing
evcdfMissing
expcdfPresent
fcdfPresent
gamcdfPresent
geocdfPresent
gevcdfMissing
gpcdfMissing
hygecdfPresent
logncdfPresent
mvncdfMissing
mvtcdfMissing
ncfcdfMissing
nctcdfMissing
ncx2cdfMissing
normcdfPresent
poisscdfPresent
raylcdfPresent
tcdfPresent
unidcdfPresent
unifcdfPresent
wblcdfPresent

Inverse Cumulative Distribution Functions

betainvPresent
binoinvPresent
chi2invPresent
evinvMissing
expinvPresent
finvPresent
gaminvPresent
geoinvPresent
gevinvMissing
gpinvMissing
hygeinvPresent
icdfMissing
icdfMissing
logninvPresent
nbininvPresent
ncfinvMissing
nctinvMissing
ncx2invMissing
norminvPresent
poissinvPresent
raylinvPresent
tinvPresent
unidinvPresent
unifinvPresent
wblinvPresent

Distribution Statistics Functions

betastatPresent
binostatPresent
chi2statPresent
copulastatMissing
evstatMissing
expstatPresent
fstatPresent
gamstatPresent
geostatPresent
gevstatMissing
gpstatMissing
hygestatPresent
lognstatPresent
nbinstatPresent
ncfstatMissing
nctstatMissing
ncx2statMissing
normstatPresent
poisstatPresent
raylstatPresent
tstatPresent
unidstatPresent
unifstatPresent
wblstatPresent

Distribution Fitting Functions

Supported Distributions

betafitMissing
binofitMissing
copulafitMissing
copulaparamMissing
dfittoolMissing
evfitMissing
expfitPresent
fitMissing
gamfitPresent
gevfitMissing
gpfitMissing
histfitPresent
johnsrndMissing
lognfitMissing
mleMissing
mlecovMissing
nbinfitMissing
normfitMissing
normplotPresent
pearsrndMissing
poissfitMissing
raylfitMissing
unifitMissing
wblfitMissing
wblplotMissing

Piecewise Distributions

boundaryMissing
lowerparamsMissing
nsegmentsMissing
paretotailsMissing
segmentMissing
upperparamsMissing

Negative Log-Likelihood Functions

betalikeMissing
evlikeMissing
explikeMissing
gamlikePresent
gevlikeMissing
gplikeMissing
lognlikeMissing
mvregresslikeMissing
normlikeMissing
wbllikeMissing

Random Number Generators

betarndPresent
binorndPresent
chi2rndPresent
copularndMissing
evrndMissing
exprndPresent
frndPresent
gamrndPresent
georndPresent
gevrndMissing
gprndMissing
hygerndPresent
iwishrndMissing
johnsrndMissing
lhsdesignMissing
lhsnormMissing
lognrndPresent
mhsampleMissing
mnrndMissing
mvnrndPresent
mvtrndMissing
nbinrndPresent
ncfrndMissing
nctrndMissing
ncx2rndMissing
normrndPresent
pearsrndMissing
poissrndPresent
randgPresent
randomMissing
randomMissing
randomMissing
randsampleMissing
randtoolMissing
raylrndPresent
slicesampleMissing
trndPresent
unidrndPresent
unifrndPresent
wblrndPresent
wishrndMissing

Quasi-Random Numbers

haltonsetMissing
netMissing
qrandMissing
qrandstreamMissing
resetMissing
scrambleMissing
sobolsetMissing

Piecewise Distributions

boundaryMissing
cdfMissing
icdfMissing
lowerparamsMissing
nsegmentsMissing
paretotailsMissing
pdfMissing
randomMissing
segmentMissing
upperparamsMissing

Hypothesis Tests

ansaribradleyMissing
barttestMissing
canoncorrMissing
chi2gofMissing
dwtestMissing
friedmanMissing
jbtestMissing
kruskalwallisMissing
kstestMissing
kstest2Missing
lillietestMissing
linhyptestMissing
ranksumMissing
runstestMissing
sampsizepwrMissing
signrankMissing
signtestMissing
ttestMissing
ttest2Missing
vartestMissing
vartest2Missing
vartestnMissing
zscorePresent
ztestMissing

Analysis of Variance

ANOVA Plots

anova1Missing
aoctoolMissing
manovaclusterMissing
multcompareMissing

ANOVA Functions

anova1Missing
anova2Missing
anovanPresent
aoctoolMissing
dummyvarMissing
friedmanMissing
kruskalwallisMissing
manova1Missing
manovaclusterMissing
multcompareMissing

Regression Analysis

Regression Plots

addedvarplotMissing
glineMissing
lslineMissing
polytoolMissing
rcoplotMissing
refcurveMissing
reflineMissing
robustdemoMissing
rsmdemoMissing
rstoolMissing
viewPresent

Linear Regression

coxphfitMissing
crossvalMissing
cvpartitionMissing
dummyvarMissing
glmfitMissing
glmvalMissing
invpredMissing
leverageMissing
lscovMissing
lsqnonnegMissing
mnrfitMissing
mnrvalMissing
mvregressMissing
mvregresslikeMissing
plsregressMissing
polyconfPresent
polyfitPresent
polytoolMissing
polyvalPresent
regressPresent
regstatsMissing
repartitionMissing
ridgeMissing
robustdemoMissing
robustfitMissing
rsmdemoMissing
rstoolMissing
stepwiseMissing
stepwisefitMissing
testPresent
trainingMissing
x2fxMissing

Nonlinear Regression

crossvalMissing
cvpartitionMissing
dummyvarMissing
hougenMissing
nlinfitMissing
nlintoolMissing
nlparciMissing
nlpredciMissing
repartitionMissing
testPresent
trainingMissing

Regression Trees

childrenMissing
classregtreeMissing
cutcategoriesMissing
cutpointMissing
cuttypeMissing
cutvarMissing
evalPresent
isbranchMissing
nodeerrMissing
nodeprobMissing
nodesizeMissing
numnodesMissing
parentMissing
pruneMissing
riskMissing
testPresent
typePresent
viewPresent

Multivariate Methods

Multivariate Plots

andrewsplotMissing
biplotMissing
glyphplotMissing
parallelcoordsMissing

Multidimensional Scaling

cmdscaleMissing
mahalMissing
mdscaleMissing
pdistMissing
squareformMissing

Procrustes Analysis

procrustesMissing

Feature Selection

sequentialfsMissing

Feature Transformation

Nonnegative Matrix Factorization

nnmfMissing

Principal Component Analysis

barttestMissing
paretoPresent
pcacovMissing
pcaresMissing
princompPresent

Factor Analysis

factoranMissing

Cluster Analysis

Cluster Plots

dendrogramMissing
manovaclusterMissing
silhouetteMissing

Hierarchical Clustering

clusterMissing
clusterdataMissing
cophenetMissing
crossvalMissing
cvpartitionMissing
inconsistentMissing
linkageMissing
pdistMissing
repartitionMissing
squareformMissing
testPresent
trainingMissing

K-Means Clustering

crossvalMissing
cvpartitionMissing
kmeansMissing
mahalMissing
repartitionMissing
testPresent
trainingMissing

Gaussian Mixture Models

cdfMissing
clusterMissing
fitMissing
gmdistributionMissing
mahalMissing
pdfMissing
posteriorMissing
randomMissing

Classification

Classification Plots

viewPresent

Discriminant Analysis

classifyMissing
crossvalMissing
cvpartitionMissing
mahalMissing
repartitionMissing
testPresent
trainingMissing

Classification Trees

childrenMissing
classcountMissing
classprobMissing
classregtreeMissing
cutcategoriesMissing
cutpointMissing
cuttypeMissing
cutvarMissing
evalPresent
isbranchMissing
nodeerrMissing
nodeprobMissing
nodesizeMissing
numnodesMissing
parentMissing
pruneMissing
riskMissing
testPresent
typePresent
viewPresent

Markov Models

Hidden Markov Models

hmmdecodeMissing
hmmestimatePresent
hmmgeneratePresent
hmmtrainMissing
hmmviterbiPresent

Design of Experiments

DOE Plots

interactionplotMissing
maineffectsplotMissing
multivarichartMissing
rsmdemoMissing
rstoolMissing

Full Factorial Designs

ff2nPresent
fullfactPresent

Fractional Factorial Designs

fracfactMissing
fracfactgenMissing
hadamardPresent

Response Surface Designs

bbdesignMissing
ccdesignMissing

D-Optimal Designs

candexchMissing
candgenMissing
cordexchMissing
daugmentMissing
dcovaryMissing
rowexchMissing
rsmdemoMissing

Latin Hypercube Designs

lhsdesignMissing
lhsnormMissing

Quasi-Random Designs

haltonsetMissing
netMissing
qrandMissing
qrandstreamMissing
resetMissing
scrambleMissing
sobolsetMissing

Statistical Process Control

SPC Plots

capaplotMissing
controlchartMissing
histfitPresent
normspecMissing

SPC Functions

capabilityMissing
controlrulesMissing
gagerrMissing

Graphical User Interfaces

aoctoolMissing
dfittoolMissing
disttoolMissing
fsurfhtMissing
polytoolMissing
randtoolMissing
regstatsMissing
robustdemoMissing
rsmdemoMissing
rstoolMissing
surfhtMissing

Utility Functions

combnkMissing
permsPresent
statgetMissing
statsetMissing
zscorePresent