Preface

    Overview
    What Is the Statistics Toolbox?
    How to Use This Guide
    Related Products List
    Mathematical Notation
    Typographical Conventions

Using the Statistics Toolbox

    Introduction
        Primary Topic Areas

    Probability Distributions
        Overview of the Functions
        Overview of the Distributions

    Descriptive Statistics
        Measures of Central Tendency (Location)
        Measures of Dispersion
        Functions for Data with Missing Values (NaNs)
        Function for Grouped Data
        Percentiles and Graphical Descriptions
        The Bootstrap

    Cluster Analysis
        Terminology and Basic Procedure
        Finding the Similarities Between Objects
        Defining the Links Between Objects
        Evaluating Cluster Formation
        Creating Clusters

    Linear Models
        One-Way Analysis of Variance (ANOVA)
        Two-Way Analysis of Variance (ANOVA)
        N-Way Analysis of Variance
        Multiple Linear Regression
        Quadratic Response Surface Models
        Stepwise Regression
        Generalized Linear Models
        Robust and Nonparametric Methods

    Nonlinear Regression Models
        Example: Nonlinear Modeling

    Hypothesis Tests
        Hypothesis Test Terminology
        Hypothesis Test Assumptions
        Example: Hypothesis Testing
        Available Hypothesis Tests

    Multivariate Statistics
        Principal Components Analysis
        Multivariate Analysis of Variance (MANOVA)

    Statistical Plots
        Box Plots
        Distribution Plots
        Scatter Plots

    Statistical Process Control (SPC)
        Control Charts
        Capability Studies

    Design of Experiments (DOE)
        Full Factorial Designs
        Fractional Factorial Designs
        D-Optimal Designs

    Demos
        The disttool Demo
        The polytool Demo
        The aoctool Demo
        The randtool Demo
        The rsmdemo Demo
        The glmdemo Demo
        The robustdemo Demo

    Selected Bibliography
    Index of Examples

Reference

    Function Category List
    Alphabetical List of Functions
        anova1
        anova2
        anovan
        aoctool
        barttest
        betacdf
        betafit
        betainv
        betalike
        betapdf
        betarnd
        betastat
        binocdf
        binofit
        binoinv
        binopdf
        binornd
        binostat
        bootstrp
        boxplot
        capable
        capaplot
        caseread
        casewrite
        cdf
        cdfplot
        chi2cdf
        chi2inv
        chi2pdf
        chi2rnd
        chi2stat
        classify
        cluster
        clusterdata
        combnk
        cophenet
        cordexch
        corrcoef
        cov
        crosstab
        daugment
        dcovary
        dendrogram
        disttool
        dummyvar
        errorbar
        ewmaplot
        expcdf
        expfit
        expinv
        exppdf
        exprnd
        expstat
        fcdf
        ff2n
        finv
        fpdf
        fracfact
        friedman
        frnd
        fstat
        fsurfht
        fullfact
        gamcdf
        gamfit
        gaminv
        gamlike
        gampdf
        gamrnd
        gamstat
        geocdf
        geoinv
        geomean
        geopdf
        geornd
        geostat
        gline
        glmdemo
        glmfit
        glmval
        gname
        gplotmatrix
        grpstats
        gscatter
        harmmean
        hist
        histfit
        hougen
        hygecdf
        hygeinv
        hygepdf
        hygernd
        hygestat
        icdf
        inconsistent
        iqr
        jbtest
        kruskalwallis
        kstest
        kstest2
        kurtosis
        leverage
        lillietest
        linkage
        logncdf
        logninv
        lognpdf
        lognrnd
        lognstat
        lsline
        mad
        mahal
        manova1
        manovacluster
        mean
        median
        mle
        moment
        multcompare
        mvnrnd
        mvtrnd
        nanmax
        nanmean
        nanmedian
        nanmin
        nanstd
        nansum
        nbincdf
        nbininv
        nbinpdf
        nbinrnd
        nbinstat
        ncfcdf
        ncfinv
        ncfpdf
        ncfrnd
        ncfstat
        nctcdf
        nctinv
        nctpdf
        nctrnd
        nctstat
        ncx2cdf
        ncx2inv
        ncx2pdf
        ncx2rnd
        ncx2stat
        nlinfit
        nlintool
        nlparci
        nlpredci
        normcdf
        normfit
        norminv
        normpdf
        normplot
        normrnd
        normspec
        normstat
        pareto
        pcacov
        pcares
        pdf
        pdist
        perms
        poisscdf
        poissfit
        poissinv
        poisspdf
        poissrnd
        poisstat
        polyconf
        polyfit
        polytool
        polyval
        prctile
        princomp
        qqplot
        random
        randtool
        range
        ranksum
        raylcdf
        raylinv
        raylpdf
        raylrnd
        raylstat
        rcoplot
        refcurve
        refline
        regress
        regstats
        ridge
        robustdemo
        robustfit
        rowexch
        rsmdemo
        rstool
        schart
        signrank
        signtest
        skewness
        squareform
        std
        stepwise
        surfht
        tabulate
        tblread
        tblwrite
        tcdf
        tdfread
        tinv
        tpdf
        trimmean
        trnd
        tstat
        ttest
        ttest2
        unidcdf
        unidinv
        unidpdf
        unidrnd
        unidstat
        unifcdf
        unifinv
        unifit
        unifpdf
        unifrnd
        unifstat
        var
        weibcdf
        weibfit
        weibinv
        weiblike
        weibpdf
        weibplot
        weibrnd
        weibstat
        x2fx
        xbarplot
        zscore
        ztest

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