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

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A-optimal designs Accelerated life tests Acceptance control charts Acceptance sampling Adjusted R-squared Adjusted residuals Agglomeration distance plot Agreement plot Akaike’s information criterion Algorithmic cusum chart Alias matrix All possible regressions Alpha plot Alpha and beta risks Analysis of covariance Analysis of deviance Analysis of means Analysis of variance (ANOVA) Anderson-Darling test Andrews plot Annual subseries plot AOQ curve AOQL plans Appraiser variation AQL ARIMA control chart ARIMA model estimation ARIMA model simulation Arrhenius plot ASN function ATI curve Attribute capability analysis Autocorrelations Automatic forecasting Autoregressive models Average run length Barcharts Bartlett’s equal variance test Bartlett’s sphericity test Bayesian methods Bernoulli distribution Beta distribution Bias analysis and correction BIB designs Bicubic splines Big data Binomial distribution Biplot Birnbaum-Saunders distribution Bivariate capability analysis Bonferroni intervals Bivariate density Bivariate normal distribution Blocked designs Bollinger bands Bootstrap intervals Box-and-whisker plots Box-Behnken designs Box-Cox transformations Box-Pierce test Brushing Bubble chart Butterfly plot Buy-sell indicators Central composite designs Chernoff faces Chi-square decomposition Chi-square distribution Chi-squared test City-block distance Classification functions & plot Cluster analysis Furthest and nearest neighbor Ward’s method k-means Cochrane-Orcutt transformation Coded scatterplot Coefficient of variation Collapse design Comparison of regression slopes Completely randomized designs Component line chart Communality Compare proportion and rates Comparison of correlations Comparison of means and medians Comparison of standard deviations Component deviation plot Component effects plot Component extraction Component loadings Components of variance Computer-generated designs Condition gamma Conditional sums of squares Confounding pattern Consumer’s and producer’s risk Confidence bounds and intervals Contingency coefficient Contingency tables Contour plot Contrasts Control chart design Control ellipse Control to standard Cook’s distance Correlations Correspondence analysis Correspondence map Corrgram Cost of quality trend analysis Covariances Covariates Cox proportional hazards Cox-Snell residuals Cramer’s V Cramer-Von Mises statistic Crosscorrelations Crosstabulation Cumulative distribution Cumulative events plot Critical values Cronbach’s alpha Cross-validation Crossover studies Cube plot Cubic spline Cumulative failures plot Cumulative hazard function Cumulative Pareto chart Cumulative score charts Cumulative survival function Curve fitting Cuscore charts Cusum charts D efficiency D-optimal designs Data tapers Death density function Definitive screening designs Demographic maps Density trace Design of experiments Augmentation Computer generated designs Design resolution Desirability functions Multiple-variable optimization Diamond plots Discrete uniform distribution Discriminant analysis Discriminant functions plot Dispersion dashboard Dispersion index test Distance graphs Distribution fitting Distribution-free tolerance intervals Dixon’s outlier test Donut chart Dot diagram Draftman’s plot Draper-Lin designs Duncan’s test Dunnett’s procedure Durbin-Watson statistic EDF tests Eigenvalues Equimax rotation Equivalence tests Erlang distribution Eta Euclidian distance Event rate estimation EWMA charts Expected mean squares Exponential distribution Exponential models Exponential power distribution Exponential smoothing Brown’s, Holt’s, Winters’ Extrapolation Extreme value distribution Extreme value plot Extreme vertices designs F distribution F test Factor analysis Factor means plot Factor plots Factorability tests Factorial designs Failure rate analysis Financial plots Fishbone diagram Fisher’s exact test for 2x2 tables Fisher’s LSD intervals Fixed and random factors Folded normal distribution Folded Blackett-Burman designs Forecasting Fraction of design space plot Fractal Fractional factorial designs Freedman-Diaconis rule Frequency histogram and table Frequency polygon Frequency tabulation Friedman test G chart G-optimal designs Gage accuracy and linearity Gage performance plot Gage studies Games-Howell method Gamma distribution Gauss-Newton method General linear models Generalized gamma distribution Generalized logistic distribution Generalized variance chart Geometric distribution Geometric mean Geospatial data analysis Glyphs Goodness-of-fit tests Gradient map Graeco-Latin squares Graphical ANOVA Greenhouse-Geisser correction Growth curve Grubbs’ outlier test H-K chart Half-normal distribution Half-normal plots Hannan-Quinn criterion Hanning Hartley’s test Hazard functions Heat map Henderson’s moving average Hexagon plots Hierarchical designs High-low-close plot Histograms Homogeneous groups Homogeneous Poisson process Hotelling-Lawley trace House of quality Huynh-Feldt correction Hyper-Graeco-Latin squares Hypergeometric distribution Hypothesis tests I-optimal designs Icicle plots Individuals control charts Inertia Inflation adjustment Influential points Inner and outer arrays Integrated periodogram Interaction analysis and plot Interevent time distributions Interpolation Interquartile range Interrater comparisons Intersextile range Interval censoring Inverse cumulative distributions Inverse Gaussian distribution Inversion prediction Irregular fractions Item reliability Jackknifing Jittering Johnson curves Kaiser-Meyer-Olsen measure Kaplan-Meier estimates Kendall rank correlations Kendall’s tau B and C KMO Kolmogorov-Smirnov test Kriging Kruskal-Wallis test Kuiper’s V Kurtosis Lack-of-fit test Lambda Laney chart Laplace centroid test Laplace distribution Largest extreme value distribution Latin square Levene’s test Least squares means Leverage Life data regression Life tables Likert plot Likelihood ratio test Linear trend test Linearity plot Ljung-Box test Log probit model Log survivor function Log cumulative hazard plot Logarithmic models Logistic distribution Logistic regression Logit transformation Loglogistic distribution Lognormal 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 plots Diagonal plot K-Means clustering C charts Capability analysis Capability control charts Capability indices CCpk, Cp, Cpk, Cpm DPM, CM, CK, CR, K Non-normal indices Sigma quality level Within and between Z-scores Calibration models Canonical correlations Candlestick plot Canonical variables plot Capability ellipse Classification & regression trees Casement plot Cauchy distribution Cause-and-effect diagram Censored data analysis C stat centurion graphics 19 ®

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Page 1: statgraphics 19 · 2020. 10. 5. · Cumulative survival function Curve fitting Cuscore charts Cusum charts D efficiency D-optimal designs Data tapers Death density function Definitive

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

statcenturion

graphics 19®

Page 2: statgraphics 19 · 2020. 10. 5. · Cumulative survival function Curve fitting Cuscore charts Cusum charts D efficiency D-optimal designs Data tapers Death density function Definitive

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

statgraphics 19®