statgraphics 19 · 2020. 10. 5. · cumulative survival function curve fitting cuscore charts...

A-optimal designsAccelerated life testsAcceptance control chartsAcceptance samplingAdjusted R-squaredAdjusted residualsAgglomeration distance plotAgreement plotAkaike’s information criterionAlgorithmic cusum chartAlias matrix

All possible regressionsAlpha plotAlpha and beta risksAnalysis of covarianceAnalysis of devianceAnalysis of meansAnalysis of variance (ANOVA)Anderson-Darling testAndrews plotAnnual subseries plotAOQ curveAOQL plansAppraiser variationAQLARIMA control chartARIMA model estimationARIMA model simulationArrhenius plotASN functionATI curveAttribute capability analysisAutocorrelationsAutomatic forecastingAutoregressive modelsAverage run length

BarchartsBartlett’s equal variance testBartlett’s sphericity testBayesian methodsBernoulli distributionBeta distributionBias analysis and correctionBIB designsBicubic splinesBig dataBinomial distributionBiplotBirnbaum-Saunders distributionBivariate capability analysis

Bonferroni intervals

Bivariate density

Bivariate normal distributionBlocked designsBollinger bands

Bootstrap intervalsBox-and-whisker plotsBox-Behnken designsBox-Cox transformationsBox-Pierce testBrushingBubble chartButterfly plotBuy-sell indicators

Central composite designsChernoff facesChi-square decompositionChi-square distributionChi-squared testCity-block distanceClassification functions & plotCluster analysis Furthest and nearest neighbor Ward’s method k-meansCochrane-Orcutt transformationCoded scatterplotCoefficient of variationCollapse designComparison of regression slopesCompletely randomized designsComponent line chartCommunalityCompare proportion and ratesComparison of correlations Comparison of means and mediansComparison of standard deviationsComponent deviation plotComponent effects plotComponent extractionComponent loadingsComponents of varianceComputer-generated designsCondition gammaConditional sums of squares

Confounding patternConsumer’s and producer’s riskConfidence bounds and intervalsContingency coefficientContingency tablesContour plotContrasts

Control chart designControl ellipseControl to standardCook’s distanceCorrelationsCorrespondence analysisCorrespondence mapCorrgramCost of quality trend analysisCovariancesCovariatesCox proportional hazardsCox-Snell residualsCramer’s VCramer-Von Mises statisticCrosscorrelationsCrosstabulationCumulative distributionCumulative events plotCritical valuesCronbach’s alphaCross-validationCrossover studiesCube plotCubic splineCumulative failures plotCumulative hazard functionCumulative Pareto chartCumulative score chartsCumulative survival functionCurve fittingCuscore chartsCusum charts

D efficiency

D-optimal designsData tapersDeath density function

Definitive screening designsDemographic mapsDensity traceDesign of experiments Augmentation Computer generated designs Design resolution Desirability functions Multiple-variable optimization

Diamond plotsDiscrete uniform distributionDiscriminant analysisDiscriminant functions plotDispersion dashboardDispersion index testDistance graphsDistribution fittingDistribution-free tolerance intervalsDixon’s outlier testDonut chartDot diagramDraftman’s plotDraper-Lin designsDuncan’s testDunnett’s procedureDurbin-Watson statistic

EDF testsEigenvaluesEquimax rotationEquivalence testsErlang distributionEta Euclidian distanceEvent rate estimationEWMA chartsExpected mean squaresExponential distributionExponential modelsExponential power distributionExponential smoothing Brown’s, Holt’s, Winters’ ExtrapolationExtreme value distributionExtreme value plotExtreme vertices designs

F distributionF testFactor analysisFactor means plotFactor plotsFactorability testsFactorial designsFailure rate analysisFinancial plotsFishbone diagramFisher’s exact test for 2x2 tablesFisher’s LSD intervalsFixed and random factorsFolded normal distributionFolded Blackett-Burman designsForecastingFraction of design space plotFractalFractional factorial designsFreedman-Diaconis ruleFrequency histogram and tableFrequency polygonFrequency tabulationFriedman test

G chartG-optimal designsGage accuracy and linearityGage performance plotGage studiesGames-Howell methodGamma distributionGauss-Newton methodGeneral linear modelsGeneralized gamma distributionGeneralized logistic distributionGeneralized variance chartGeometric distributionGeometric meanGeospatial data analysisGlyphsGoodness-of-fit testsGradient mapGraeco-Latin squaresGraphical ANOVAGreenhouse-Geisser correctionGrowth curve

Grubbs’ outlier test

H-K chartHalf-normal distributionHalf-normal plotsHannan-Quinn criterionHanningHartley’s testHazard functionsHeat mapHenderson’s moving averageHexagon plotsHierarchical designsHigh-low-close plotHistogramsHomogeneous groupsHomogeneous Poisson processHotelling-Lawley traceHouse of qualityHuynh-Feldt correctionHyper-Graeco-Latin squaresHypergeometric distributionHypothesis tests

I-optimal designsIcicle plotsIndividuals control chartsInertiaInflation adjustmentInfluential pointsInner and outer arraysIntegrated periodogramInteraction analysis and plotInterevent time distributionsInterpolationInterquartile rangeInterrater comparisonsIntersextile rangeInterval censoringInverse cumulative distributionsInverse Gaussian distributionInversion predictionIrregular fractionsItem reliability

JackknifingJitteringJohnson curves

Kaiser-Meyer-Olsen measureKaplan-Meier estimatesKendall rank correlationsKendall’s tau B and C

KMOKolmogorov-Smirnov testKrigingKruskal-Wallis testKuiper’s VKurtosis

Lack-of-fit testLambdaLaney chartLaplace centroid testLaplace distributionLargest extreme value distributionLatin squareLevene’s testLeast squares meansLeverageLife data regressionLife tablesLikert plotLikelihood ratio testLinear trend testLinearity plotLjung-Box testLog probit modelLog survivor functionLog cumulative hazard plotLogarithmic modelsLogistic distributionLogistic regressionLogit transformationLoglogistic distributionLognormal distribution

A

B

D

E

F

G

H

L

K

J

I

Alias optimal design

Bivariate mixture distributions

Conformance analysis

Contribution plot

Dashboard

Decision forests

Diagnostic plotsDiagonal plot

K-Means clustering

C chartsCapability analysisCapability control chartsCapability indices CCpk, Cp, Cpk, Cpm DPM, CM, CK, CR, K Non-normal indices Sigma quality level Within and between Z-scoresCalibration modelsCanonical correlationsCandlestick plotCanonical variables plotCapability ellipseClassification & regression treesCasement plotCauchy distributionCause-and-effect diagramCensored data analysis

C

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Lower and upper quartilesLOWESS smoothingLSD intervalsLTPD plans

MAD regressionMahalanobis distanceMain effects plotMallows’ Cp

Mann-Whitney testMAPE, MAE and MSEMarquardt methodMartingale residualsMatrix plotMauchley’s testMaximum likelihood estimationMaxwell distributionMean rank plotsMean square PRESSMean time between failures (MTBF)Mean, median and modeMeans and medians plotMeasurement variationMedian chartMedian polish

Membership tableMIL-STD-105E, 1916 and 414

Mixed level fractionsMixed modelsMixture designsModeMonte Carlo simulationMood’s median testMosaic plotMoving average chartsMoving range chartsMulti-vari chartsMultidimensional scalingMultifactor ANOVAMultifactor categorical designsMultilevel factorial designsMultiple comparisonsMultiple correspondence analysisMultiple range testsMultiple regressionMultiple response optimizationMultiple sample comparisonMultiple variable analysisMultiple X-Y and X-Y-Z plotsMultiplicative modelsMultivariate capability analysisMultivariate control chartsMultivariate EWMA chartMultivariate normal distributionMultivariate normal random numbersMultivariate normality testMultivariate T-squared chartMultivariate tolerance limits

NDC (number of distinct categories)Negative binomial distributionNegative binomial regressionNeural network classifierNon-normal capability indicesNoncentral chi-square, t and F dists.Nonhomogeneous Poisson processNoninferiority testsNonlinear regressionNonlinear smoothingNonparametric methodsNonparametric tolerance limitsNormal distributionNormal probability plotNormal tolerance limitsNormalized control chartNotched box-and-whisker plotsNP charts

OC curveOC plansOdds ratiosOne dimensional point processesOne variable analysisOneway ANOVAONI plotOpen-high-low-close plotsOperator and part plotOptimization

Orthogonal regressionOutlier identificationOverdispersion testOverlaid contour plots

P and P’ chartsP/T ratioPaired sample comparisonPairwise differencesParallel coordinates plotParallel regression linesPareto chartsPareto distributionPartial autocorrelationsPartial correlationsPartial least squares (PLS)Path of steepest ascentPearson correlationsPearson curvesPearson residualsPercentilesPeriodogramPerspective diagramPhase 1 & phase 2 analysis

PiechartPillai tracePackett-Burman designsPoint processesPoisson distributionPoisson regressionPolar coordinates plotPolynomial regressionPopulation pyramidsPower curvePower function modelPower transformations

Prediction capabilityPrediction limitsPrediction profile plotPrediction R-squaredPrediction variance plotPRESS residualsPrincipal componentsProbability distributions (51)Probability plotProbit analysisProcess mappingProcess ZProfile plot

Q score statisticQuality function deployment (QFD)Quantile plotQuantile-quantile plot

QuartilesQuartimax rotation

R chartsR interfaceR-squaredR&R plotRadar plotRandom censoringRandom number generators (45)Random walk modelsRandomized block designsRandomness testsRange chartRank correlationsRank regressionRayleigh distributionReciprocal modelsRegression analysisRelative inertiaRelative riskReliability analysisReliability test plansRenewal processesRepairable systemsRepeatability and reproducibilityRepeated measuresResidual autocorrelationsResidual distance graphsResidual plotsResistant regressionResistant smoothingResponse surface designs

Response surface explorationReverse arrangement testRidge regressionRidge traceRisk analysis methodRobust parameter designsRootogramRotation of factorsRow and column profilesRoy’s greatest rootRun chartRunning mediansRuns tests

S chartS curvesS-squared chartSample size determination Control charts Correlation coefficients One sample analysis Oneway ANOVA Rates and proportions Screening designs Tolerance limits Two samplesSampling distributionsSbiScale cusum chartScatterplotsScheffe intervalsSchwarz Bayesian criterionScott’s ruleScree plotScreening designsSeasonal adjustmentSeasonal decompositionSeasonal indices plotSeasonal subseries plotSensitivity plotsSequential probability ratio testsSession log and audit trailSextilesShapiro-Wilk testSigma plotSigma quality levelSign testSignal theory methodSignal-to-noise ratioSigned rank testSimplex plotSimplex-centroid designsSimplex-lattice designsSimulationSingle factor categorical designsSix Sigma calculatorSkewnessSky chartSmallest extreme value distributionSmoothingSomer’s DSpearman rank correlationsSpecial cubic modelSpecific varianceSpenser’s moving averagesSpherical coordinates plotSphericity correctionSphericity testsSpider plotSplines

Standard deviationStandard error barsStandardized regression coefficientsStandardized residualsStandardized skewness and kurtosisStar plotsStatistical tolerance limitsSteepest descent methodStem-and-leaf displayStepwise regressionStrip plotsStudent-Neuman-KeulsStudent’s t distributionStudentized residualsSturges’ ruleSubset analysisSunflower plotSunray plotsSurface fitting & plotsSurvival functions

Suspended rootogramSymmetry plot

T chartT testsT-squared chartT-squared decompositionTabular cusum chartTabulationTaguchi designsTail areasTaperingTernary plotTests for normalityTests for randomnessText miningThree-level factorial designsTime sequence plotsTime series analysisTolerance chartsTolerance intervals and boundsToolwear chartsTornado plotsTOST (2 one-sided tests)Trace plotTrading bands

Trend modelsTrend testsTriangular distributionTrimmed meanTrivariate density StatletTruncated samplingTukey’s 3-median methodTukey’s HSD intervalsTukey’s nonlinear smoothersTwo sample comparisonsTwo-level factorial designsTwo-way tableType I and II censoringType I and III sums of squares

U and U’ chartsUncertainty coefficientUniform distribution

Unusual residuals

V-mask cusum chart

VarianceVariance checkVariance components analysisVariance dispersion graphVariance inflation factorVariance mapVariance ratio testVariation barchartVarimax rotationVariogram

Vertical time sequence plotVideo recordingViolin plotsVisualization

Warning limits

Watson’s U2 testWeibayes methodWeibull analysisWeibull distributionWeibull plotWeighted least squaresWilcoxon testWilks’ lambdaWind roseWinsorized mean & sigmaWordcloud

X chartsX-Y and X-Y-Z plotsX-bar chartsX-13ARIMA-SEATS

Yates’ correctionYield plot

Z testZero-based acceptance

N

O

P

Q

R

S

T

U

V

W

X

YZ

M

Mann-Kendall test

Median regression

Missing data plot

Python interface

Piecewise linear regression

Prediction accuracy

Quantile regression

Stability studies

Tree diagram

Univariate mixture distributions

Venn and Euler diagrams

Validation sets

Wald-Wolfowitz test

Waterfall plots

Zero-inflated count regressionZero-inflated negative binomial distributionZero-inflated Poisson distributionZ-scores

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