Tools for Descriptive Statistics
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Documentation for package ‘DescTools’ version 0.99.55
- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Code demos. Use demo() to run them.
- Package NEWS.
Help Pages
A B C D E F G H I J K L M N O P Q R S T U V W X Y Z misc
| DescTools-package | Tools for Descriptive Statistics and Exploratory Data Analysis |
-- A --
| ABCCoords | Coordinates for "bottomright", etc. |
| Abind | Combine Multidimensional Arrays |
| Abstract | Display Compact Abstract of a Data Frame |
| AddMonths | Add a Month to a Date |
| AddMonths.ym | A Class for Dealing with the Yearmonth Format |
| Agree | Raw Simple And Extended Percentage Agreement |
| AllDuplicated | Index Vector of All Values Involved in Ties |
| AllIdentical | Test Multiple Objects for Exact Equality |
| AndersonDarlingTest | Anderson-Darling Test of Goodness-of-Fit |
| aovlDetails | Effect Size Calculations for ANOVAs |
| aovlErrorTerms | Effect Size Calculations for ANOVAs |
| Append | Append Elements to Objects |
| Append.data.frame | Append Elements to Objects |
| Append.default | Append Elements to Objects |
| Append.matrix | Append Elements to Objects |
| as.CDateFmt | Format Numbers and Dates |
| as.Date.ym | A Class for Dealing with the Yearmonth Format |
| as.fmt | Format Numbers and Dates |
| as.matrix.xtabs | Convert xtabs To matrix |
| as.ym | A Class for Dealing with the Yearmonth Format |
| AscToChar | Convert ASCII Codes to Characters and Vice Versa |
| Asp | Get Aspect Ratio of the Current Plot |
| Assocs | Association Measures |
| Atkinson | Atkinson Index - A Measure of Inequality. |
| AUC | Area Under the Curve |
| AxisBreak | Place a Break Mark on an Axis |
| axTicks.Date | Compute Axis Tickmark Locations (For POSIXct Axis) |
| axTicks.POSIXct | Compute Axis Tickmark Locations (For POSIXct Axis) |
-- B --
| BarnardTest | Barnard's Unconditional Test |
| BartelsRankTest | Bartels Rank Test of Randomness |
| BarText | Place Value Labels on a Barplot |
| Benford | Benford's Distribution |
| Between | Operators To Check, If a Value Lies Within Or Outside a Given Range |
| Bg | Background of a Plot |
| BhapkarTest | Bhapkar Marginal Homogeneity Test |
| BinomCI | Confidence Intervals for Binomial Proportions |
| BinomCIn | Sample Size for a Given Width of a Binomial Confidence Interval |
| BinomDiffCI | Confidence Interval for a Difference of Binomials |
| BinomRatioCI | Confidence Intervals for the Ratio of Binomial Proportions |
| BinToDec | Converts Numbers From Binmode, Octmode or Hexmode to Decimal and Vice Versa |
| BinTree | Binary Tree |
| BlankIfNA | Replace NAs by 0 |
| BootCI | Simple Bootstrap Confidence Intervals |
| BoxCox | Box Cox Transformation |
| BoxCoxInv | Box Cox Transformation |
| BoxCoxLambda | Automatic Selection of Box Cox Transformation Parameter |
| BoxedText | Add Text in a Box to a Plot |
| BoxedText.default | Add Text in a Box to a Plot |
| BreslowDayTest | Breslow-Day Test for Homogeneity of the Odds Ratios |
| BreuschGodfreyTest | Breusch-Godfrey Test |
| BrierScore | Brier Score for Assessing Prediction Accuracy |
| BrierScore.default | Brier Score for Assessing Prediction Accuracy |
| BrierScore.glm | Brier Score for Assessing Prediction Accuracy |
| BrierScoreCI | Confidence Intervals for the BrierScore |
| BubbleLegend | Add a Legend to a Bubble Plot |
-- C --
| Canvas | Canvas for Geometric Plotting |
| cards | Datasets for Probabilistic Simulation |
| CartToPol | Transform Cartesian to Polar/Spherical Coordinates and Vice Versa |
| CartToSph | Transform Cartesian to Polar/Spherical Coordinates and Vice Versa |
| CatTable | Function to write a table |
| CCC | Concordance Correlation Coefficient |
| CharToAsc | Convert ASCII Codes to Characters and Vice Versa |
| Clockwise | Calculates Begin and End Angle From a List of Given Angles in Clockwise Mode |
| Closest | Find the Closest Value |
| CmToPts | Unit Conversion and Metrix Prefixes |
| CmykToCmy | Conversion Between RGB and CMYK |
| CmykToRgb | Conversion Between RGB and CMYK |
| CmyToCmyk | Conversion Between RGB and CMYK |
| Coalesce | Return the First Element Not Being NA |
| CochranArmitageTest | Cochran-Armitage Test for Trend |
| CochranQTest | Cochran's Q test |
| CochranQTest.default | Cochran's Q test |
| CochranQTest.formula | Cochran's Q test |
| CoefVar | Coefficient of Variation |
| CoefVar.aov | Coefficient of Variation |
| CoefVar.default | Coefficient of Variation |
| CoefVar.lm | Coefficient of Variation |
| CoefVarCI | Coefficient of Variation |
| CohenD | Cohen's Effect Size |
| CohenKappa | Cohen's Kappa and Weighted Kappa |
| CollapseTable | Collapse Levels of a Table |
| ColorLegend | Add a ColorLegend to a Plot |
| ColToGray | Convert Colors to Grey/Grayscale |
| ColToGrey | Convert Colors to Grey/Grayscale |
| ColToHex | Convert a Color or a RGB-color Into Hex String |
| ColToHsv | R Color to HSV Conversion |
| ColToOpaque | Equivalent Opaque Color for Transparent Color |
| ColToRgb | Color to RGB Conversion |
| ColumnWrap | Column Wrap |
| CombN | Number and Samples for Permutations or Combinations of a Set |
| CombPairs | Get All Pairs Out of One or Two Sets of Elements |
| CombSet | Number and Samples for Permutations or Combinations of a Set |
| CompleteColumns | Find Complete Columns |
| compute.bagplot | Bivariate Boxplot |
| Concatenate Strings | Concatenates Two Strings Without Any Separator |
| ConDisPairs | Concordant and Discordant Pairs |
| Conf | Confusion Matrix And Associated Statistics |
| Conf.default | Confusion Matrix And Associated Statistics |
| Conf.glm | Confusion Matrix And Associated Statistics |
| Conf.matrix | Confusion Matrix And Associated Statistics |
| Conf.multinom | Confusion Matrix And Associated Statistics |
| Conf.randomForest | Confusion Matrix And Associated Statistics |
| Conf.regr | Confusion Matrix And Associated Statistics |
| Conf.rpart | Confusion Matrix And Associated Statistics |
| Conf.svm | Confusion Matrix And Associated Statistics |
| Conf.table | Confusion Matrix And Associated Statistics |
| ConnLines | Add Connection Lines to a Barplot |
| ConoverTest | Conover's Test of Multiple Comparisons |
| ConoverTest.default | Conover's Test of Multiple Comparisons |
| ConoverTest.formula | Conover's Test of Multiple Comparisons |
| ContCoef | Cramer's V, Pearson's Contingency Coefficient and Phi Coefficient Yule's Q and Y, Tschuprow's T |
| Contrasts | Pairwise Contrasts |
| ConvUnit | Unit Conversion and Metrix Prefixes |
| Cor | Covariance and Correlation (Matrices) |
| CorCI | Fisher-Transformation for Correlation to z-Score |
| CorPart | Find the Correlations for a Set x of Variables With Set y Removed |
| CorPolychor | Polychoric Correlation |
| CountCompCases | Count Complete Cases |
| CountWorkDays | Count Work Days Between Two Dates |
| CourseData | Get HWZ Datasets |
| Cov | Covariance and Correlation (Matrices) |
| CramerV | Cramer's V, Pearson's Contingency Coefficient and Phi Coefficient Yule's Q and Y, Tschuprow's T |
| CramerVonMisesTest | Cramer-von Mises Test for Normality |
| createCOMReference | Create a New Word Instance |
| CronbachAlpha | Cronbach's Coefficient Alpha |
| Cross | Vector Cross Product |
| CrossN | n-dimensional Vector Cross Product |
| Cstat | C Statistic (Area Under the ROC Curve) |
| Cstat.default | C Statistic (Area Under the ROC Curve) |
| Cstat.glm | C Statistic (Area Under the ROC Curve) |
| CstatCI | Confidence Intervals for the C Statistic (AUC) |
| CutAge | Create a Factor Variable by Cutting an Age Variable |
| CutQ | Create a Factor Variable Using the Quantiles of a Continuous Variable |
-- D --
| d.countries | ISO 3166-1 Country Codes |
| d.diamonds | Data diamonds |
| d.periodic | Periodic Table of Elements |
| d.pizza | Data pizza |
| d.prefix | Unit Conversion and Metrix Prefixes |
| d.units | Unit Conversion and Metrix Prefixes |
| d.whisky | Classification of Scotch Single Malts |
| Day | Basic Date Functions |
| day.abb | Build-in Constants Extension |
| day.name | Build-in Constants Extension |
| Day<- | Basic Date Functions |
| DB | Several Methods of Depreciation of an Asset |
| dBenf | Benford's Distribution |
| DecToBin | Converts Numbers From Binmode, Octmode or Hexmode to Decimal and Vice Versa |
| DecToHex | Converts Numbers From Binmode, Octmode or Hexmode to Decimal and Vice Versa |
| DecToOct | Converts Numbers From Binmode, Octmode or Hexmode to Decimal and Vice Versa |
| DegToRad | Convert Degrees to Radians and Vice Versa |
| Depreciation | Several Methods of Depreciation of an Asset |
| Desc | Describe Data |
| Desc.character | Describe Data |
| Desc.data.frame | Describe Data |
| Desc.Date | Describe Data |
| Desc.default | Describe Data |
| Desc.factor | Describe Data |
| Desc.formula | Describe Data |
| Desc.integer | Describe Data |
| Desc.labelled | Describe Data |
| Desc.list | Describe Data |
| Desc.logical | Describe Data |
| Desc.numeric | Describe Data |
| Desc.ordered | Describe Data |
| Desc.palette | Describe Data |
| Desc.table | Describe Data |
| Desc.ts | Describe Data |
| DescTools | Tools for Descriptive Statistics and Exploratory Data Analysis |
| DescToolsOptions | DescTools Options |
| dExtrVal | Distributions of Maxima and Minima |
| dFrechet | The Frechet Distribution |
| dGenExtrVal | The Generalized Extreme Value Distribution |
| dGenPareto | The Generalized Pareto Distribution |
| dGompertz | The Gompertz distribution |
| dGumbel | The Gumbel Distribution |
| DiffDays360 | Basic Date Functions |
| DigitSum | Calculate Digit Sum |
| DivCoef | Rao's Diversity Coefficient |
| DivCoefMax | Maximal value of Rao's diversity coefficient also called quadratic entropy |
| Divisors | Calculate Divisors |
| dNegWeibull | The Reverse Weibull Distribution |
| DoBy | Evaluates a Function Groupwise |
| DoBy.default | Evaluates a Function Groupwise |
| DoBy.formula | Evaluates a Function Groupwise |
| DoCall | Fast Alternative To The Internal 'do.call' |
| dOrder | Distributions of Order Statistics |
| Dot | Scalar Product |
| DrawArc | Draw Elliptic Arc(s) |
| DrawBand | Draw Confidence Band |
| DrawBezier | Draw a Bezier Curve |
| DrawCircle | Draw a Circle |
| DrawEllipse | Draw an Ellipse |
| DrawRegPolygon | Draw Regular Polygon(s) |
| dRevGumbel | "Reverse" Gumbel Distribution Functions |
| dRevWeibull | The Reverse Weibull Distribution |
| dTri | The Triangular Distribution |
| Dummy | Generate Dummy Codes for a Factor |
| DunnettTest | Dunnett's Test for Comparing Several Treatments With a Control |
| DunnettTest.default | Dunnett's Test for Comparing Several Treatments With a Control |
| DunnettTest.formula | Dunnett's Test for Comparing Several Treatments With a Control |
| DunnTest | Dunn's Test of Multiple Comparisons |
| DunnTest.default | Dunn's Test of Multiple Comparisons |
| DunnTest.formula | Dunn's Test of Multiple Comparisons |
| DurbinWatsonTest | Durbin-Watson Test |
-- E --
| Entropy | Shannon Entropy and Mutual Information |
| Eps | Greenhouse-Geisser And Huynh-Feldt Epsilons |
| ErrBars | Add Error Bars to an Existing Plot |
| EtaSq | Effect Size Calculations for ANOVAs |
| EtaSq.aovlist | Effect Size Calculations for ANOVAs |
| EtaSq.lm | Effect Size Calculations for ANOVAs |
| EX | Expected Value and Variance |
| ExpFreq | Expected Frequencies |
-- F --
| Factorize | Prime Factorization of Integers |
| Fade | Add an Alpha Channel To a Color |
| FctArgs | Retrieve a Function's Arguments |
| Fibonacci | Fibonacci Numbers |
| FindColor | Get Color on a Defined Color Range |
| FindCorr | Determine Highly Correlated Variables |
| FindRProfile | System Information |
| FisherZ | Fisher-Transformation for Correlation to z-Score |
| FisherZInv | Fisher-Transformation for Correlation to z-Score |
| FixToTable | Convert a Text to a Table |
| Flags | Test If a Variable Contains Only Two Unique Values |
| Fmt | Format Numbers and Dates |
| Format | Format Numbers and Dates |
| Format.default | Format Numbers and Dates |
| Format.matrix | Format Numbers and Dates |
| Format.table | Format Numbers and Dates |
| Frac | Fractional Part and Maximal Digits of a Numeric Value |
| Freq | Frequency Table for a Single Variable |
| Freq2D | Bivariate (Two-Dimensional) Frequency Distribution |
| Freq2D.default | Bivariate (Two-Dimensional) Frequency Distribution |
| Freq2D.formula | Bivariate (Two-Dimensional) Frequency Distribution |
-- G --
| GCD | Greatest Common Divisor and Least Common Multiple |
| GenRandGroups | Generate Random Groups |
| GeomSn | Geometric Series |
| GeomTrans | Geometric Transformations |
| GetCalls | Return All Used Functions Within a Function |
| GetCurrPP | Add Slides, Insert Texts and Plots to PowerPoint |
| GetCurrWrd | Get a Handle to a Running Word/Excel Instance |
| GetCurrXL | Get a Handle to a Running Word/Excel Instance |
| GetNewPP | Add Slides, Insert Texts and Plots to PowerPoint |
| GetNewWrd | Create a New Word Instance |
| GetNewXL | Create a New Excel Instance |
| Gini | Gini Coefficient |
| GiniDeltas | Gini-Simpson Coefficient, Gini-Deltas coefficient and Hunter-Gaston Index |
| GiniSimpson | Gini-Simpson Coefficient, Gini-Deltas coefficient and Hunter-Gaston Index |
| Gmean | Geometric Mean and Standard Deviation |
| Gompertz | The Gompertz distribution |
| GoodmanKruskalGamma | Goodman Kruskal's Gamma |
| GoodmanKruskalTau | Goodman Kruskal's Tau |
| Gsd | Geometric Mean and Standard Deviation |
| GTest | G-Test for Count Data |
-- H --
| hblue | Some Custom Palettes |
| hecru | Some Custom Palettes |
| Herfindahl | Concentration Measures |
| HexToCol | Identify Closest Match to a Color Given by a Hexadecimal String |
| HexToDec | Converts Numbers From Binmode, Octmode or Hexmode to Decimal and Vice Versa |
| HexToRgb | Convert a Hexstring Color to a Matrix With Three Red/Green/Blue Rows |
| hgreen | Some Custom Palettes |
| HighLow | Kth Smallest/Largest Values |
| Hmean | Harmonic Mean and Its Confidence Interval |
| HmsToMinute | Basic Date Functions |
| HmsToSec | Convert h:m:s To/From Seconds |
| HodgesLehmann | Hodges-Lehmann Estimator of Location |
| HoeffD | Matrix of Hoeffding's D Statistics |
| horange | Some Custom Palettes |
| HosmerLemeshowTest | Hosmer-Lemeshow Goodness of Fit Tests |
| HotellingsT2Test | Hotelling's T2 Test |
| HotellingsT2Test.default | Hotelling's T2 Test |
| HotellingsT2Test.formula | Hotelling's T2 Test |
| Hour | Basic Date Functions |
| hred | Some Custom Palettes |
| HuberM | Safe (generalized) Huber M-Estimator of Location |
| HunterGaston | Gini-Simpson Coefficient, Gini-Deltas coefficient and Hunter-Gaston Index |
| hyellow | Some Custom Palettes |
-- I --
| ICC | Intraclass Correlations (ICC1, ICC2, ICC3 From Shrout and Fleiss) |
| identify.formula | Identify Points In a Plot Using a Formula |
| IdentifyA | Identify Points in Plot Lying Within a Rectangle or Polygon |
| IdentifyA.default | Identify Points in Plot Lying Within a Rectangle or Polygon |
| IdentifyA.formula | Identify Points in Plot Lying Within a Rectangle or Polygon |
| Impute | Replace NAs by 0 |
| ImputeKnn | Fill in NA values with the values of the nearest neighbours |
| InDots | Is a Specific Argument in the Dots-Arguments? |
| Interval | Determines If And How Extensively Two Date Ranges Overlap |
| IPMT | Periodic Payment of an Annuity. |
| IQRw | The (weighted) Interquartile Range |
| IRR | Short Selection of Financial Mathematical Functions |
| IsDate | Check If an Object Is of Type Date |
| IsDichotomous | Test If a Variable Contains Only Two Unique Values |
| IsEuclid | Is a Distance Matrix Euclidean? |
| IsLeapYear | Basic Date Functions |
| IsNumeric | Check a Vector For Being Numeric, Zero Or a Whole Number |
| IsOdd | Checks If An Integer Is Even Or Odd |
| IsPrime | IsPrime Property |
| IsValidHwnd | Check Windows Pointer |
| IsWeekend | Basic Date Functions |
| IsWhole | Check a Vector For Being Numeric, Zero Or a Whole Number |
| IsZero | Check a Vector For Being Numeric, Zero Or a Whole Number |
-- J --
| JarqueBeraTest | (Robust) Jarque Bera Test |
| JonckheereTerpstraTest | Exact Version of Jonckheere-Terpstra Test |
| JonckheereTerpstraTest.default | Exact Version of Jonckheere-Terpstra Test |
| JonckheereTerpstraTest.formula | Exact Version of Jonckheere-Terpstra Test |
-- K --
| KappaM | Kappa for m Raters |
| KendallTauA | Kendall's Tau-a |
| KendallTauB | Kendall's Tau-b |
| KendallW | Kendall's Coefficient of Concordance W |
| Keywords | List Keywords For R Manual Pages |
| KrippAlpha | Krippendorff's Alpha Reliability Coefficient |
| Kurt | Skewness and Kurtosis |
-- L --
| Label | Label, Unit Attribute of an Object |
| Label<- | Label, Unit Attribute of an Object |
| Labels | Label, Unit Attribute of an Object |
| Labels<- | Label, Unit Attribute of an Object |
| Lambda | Goodman Kruskal Lambda |
| Large | Kth Smallest/Largest Values |
| LastDayOfMonth | Basic Date Functions |
| Lc | Lorenz Curve |
| Lc.default | Lorenz Curve |
| Lc.formula | Lorenz Curve |
| LCM | Greatest Common Divisor and Least Common Multiple |
| LehmacherTest | Lehmacher's Test for Marginal Homogenity |
| LeveneTest | Levene's Test for Homogeneity of Variance |
| LeveneTest.default | Levene's Test for Homogeneity of Variance |
| LeveneTest.formula | Levene's Test for Homogeneity of Variance |
| LeveneTest.lm | Levene's Test for Homogeneity of Variance |
| LillieTest | Lilliefors (Kolmogorov-Smirnov) Test for Normality |
| lines.Lc | Lorenz Curve |
| lines.lm | Add a Linear Regression Line |
| lines.loess | Add a Loess or a Spline Smoother |
| lines.smooth.spline | Add a Loess or a Spline Smoother |
| lines.SmoothSpline | Add a Loess or a Spline Smoother |
| LineToUser | Convert Line Coordinates To User Coordinates |
| LinScale | Linear Scaling |
| LOCF | Last Observation Carried Forward |
| LOCF.data.frame | Last Observation Carried Forward |
| LOCF.default | Last Observation Carried Forward |
| LOCF.matrix | Last Observation Carried Forward |
| LOF | Local Outlier Factor |
| Logit | Generalized Logit and Inverse Logit Function |
| LogitInv | Generalized Logit and Inverse Logit Function |
| LogSt | Started Logarithmic Transformation and Its Inverse |
| LogStInv | Started Logarithmic Transformation and Its Inverse |
| LongToRgb | Find the Nearest Named R-Color to a Given RGB-Color |
| Lorenz curve | Lorenz Curve |
| LsFct | List Objects, Functions Or Data in a Package |
| LsObj | List Objects, Functions Or Data in a Package |
-- M --
| MAD | Median Absolute Deviation |
| MADCI | Confidence Intervals for Median Absolute Deviations |
| MAE | Measures of Accuracy |
| MAE.default | Measures of Accuracy |
| MAE.lm | Measures of Accuracy |
| MAPE | Measures of Accuracy |
| MAPE.default | Measures of Accuracy |
| MAPE.lm | Measures of Accuracy |
| Mar | Set Plot Margins and Distances |
| Margins | Percentage Table |
| matpow | Matrix Power |
| MaxDigits | Fractional Part and Maximal Digits of a Numeric Value |
| Mean | (Weighted) Arithmetic Mean |
| Mean.default | (Weighted) Arithmetic Mean |
| Mean.Freq | (Weighted) Arithmetic Mean |
| MeanAD | Mean Absolute Deviation From a Center Point |
| MeanCI | Confidence Intervals for the Mean |
| MeanCIn | Sample Size for a Given Width of a Confidence Interval for a Mean |
| MeanDiffCI | Confidence Interval For Difference of Means |
| MeanDiffCI.default | Confidence Interval For Difference of Means |
| MeanDiffCI.formula | Confidence Interval For Difference of Means |
| MeanSE | Standard Error of Mean |
| Median | (Weighted) Median Value |
| Median.default | (Weighted) Median Value |
| Median.factor | (Weighted) Median Value |
| Median.Freq | (Weighted) Median Value |
| MedianCI | Confidence Interval for the Median |
| Mgp | Set Plot Margins and Distances |
| Mgsub | Multiple Gsub |
| MHChisqTest | Mantel-Haenszel Chi-Square Test |
| Midx | Find the Midpoints of a Numeric Vector |
| Minute | Basic Date Functions |
| MixColor | Compute the Convex Combination of Two Colors |
| Mode | Mode, Most Frequent Value(s) |
| ModSummary | Comparison Table For Linear Models |
| ModSummary.glm | Comparison Table For Linear Models |
| ModSummary.lm | Comparison Table For Linear Models |
| Month | Basic Date Functions |
| Month.ym | Basic Date Functions |
| MonthDays | Basic Date Functions |
| MosesTest | Moses Test of Extreme Reactions |
| MosesTest.default | Moses Test of Extreme Reactions |
| MosesTest.formula | Moses Test of Extreme Reactions |
| MoveAvg | Moving Average |
| MSE | Measures of Accuracy |
| MSE.default | Measures of Accuracy |
| MSE.lm | Measures of Accuracy |
| MultinomCI | Confidence Intervals for Multinomial Proportions |
| MultMerge | Merge Multiple Data Frames |
| MutInf | Shannon Entropy and Mutual Information |
-- N --
| N | Some Aliases Set for Convenience |
| NAIf | Replace NAs by 0 |
| NAIfBlank | Replace NAs by 0 |
| NAIfZero | Replace NAs by 0 |
| NALevel | Replace NAs in a Factor by a Given Level |
| Ndec | Fractional Part and Maximal Digits of a Numeric Value |
| NemenyiTest | Nemenyi Test |
| NemenyiTest.default | Nemenyi Test |
| NemenyiTest.formula | Nemenyi Test |
| Nf | As Numeric Factor |
| NMAE | Measures of Accuracy |
| NMSE | Measures of Accuracy |
| Now | Basic Date Functions |
| NPV | Short Selection of Financial Mathematical Functions |
| NPVFixBond | Short Selection of Financial Mathematical Functions |
| NZ | Non Zero Elements |
-- O --
| OctToDec | Converts Numbers From Binmode, Octmode or Hexmode to Decimal and Vice Versa |
| OddsRatio | Odds Ratio Estimation and Confidence Intervals |
| OddsRatio.default | Odds Ratio Estimation and Confidence Intervals |
| OddsRatio.glm | Odds Ratio Estimation and Confidence Intervals |
| OddsRatio.multinom | Odds Ratio Estimation and Confidence Intervals |
| OddsRatio.zeroinfl | Odds Ratio Estimation and Confidence Intervals |
| OPR | Short Selection of Financial Mathematical Functions |
| OrderMixed | Sort Strings with Embedded Numbers Based on Their Numeric Order |
| ORToRelRisk | Transform Odds Ratio to Relative Risk |
| ORToRelRisk.default | Transform Odds Ratio to Relative Risk |
| ORToRelRisk.OddsRatio | Transform Odds Ratio to Relative Risk |
| Outlier | Outlier |
| Overlap | Determines If And How Extensively Two Date Ranges Overlap |
-- P --
| PageTest | Exact Page Test for Ordered Alternatives |
| PageTest.default | Exact Page Test for Ordered Alternatives |
| PageTest.formula | Exact Page Test for Ordered Alternatives |
| PairApply | Pairwise Calculations |
| Pal | Some Custom Palettes |
| ParseFormula | Parse a Formula and Create a Model Frame |
| ParseSASDatalines | Parse a SAS Dataline Command |
| PartialSD | Standardized Model Coefficients |
| PasswordDlg | Password Dialog |
| pBenf | Benford's Distribution |
| PDFManual | Get PDF Manual of a Package From CRAN |
| PearsonTest | Pearson Chi-Square Test for Normality |
| PercentRank | Percent Ranks |
| PercTable | Percentage Table |
| PercTable.default | Percentage Table |
| PercTable.formula | Percentage Table |
| PercTable.matrix | Percentage Table |
| PercTable.table | Percentage Table |
| Permn | Number and Samples for Permutations or Combinations of a Set |
| pExtrVal | Distributions of Maxima and Minima |
| pFrechet | The Frechet Distribution |
| pGenExtrVal | The Generalized Extreme Value Distribution |
| pGenPareto | The Generalized Pareto Distribution |
| pGompertz | The Gompertz distribution |
| pGumbel | The Gumbel Distribution |
| Phi | Cramer's V, Pearson's Contingency Coefficient and Phi Coefficient Yule's Q and Y, Tschuprow's T |
| Phrase | Phrasing Results of t-Test |
| plot.bagplot | Bivariate Boxplot |
| plot.Conf | Confusion Matrix And Associated Statistics |
| plot.Desc | Describe Data |
| plot.Lc | Lorenz Curve |
| plot.Lclist | Lorenz Curve |
| plot.palette | Some Custom Palettes |
| plot.PostHocTest | Post-Hoc Tests |
| plot.TMod | Comparison Table For Linear Models |
| PlotACF | Combined Plot of a Time Series and Its ACF and PACF |
| PlotArea | Create an Area Plot |
| PlotArea.default | Create an Area Plot |
| PlotArea.formula | Create an Area Plot |
| PlotBag | Bivariate Boxplot |
| PlotBagPairs | Bivariate Boxplot |
| PlotBinTree | Binary Tree |
| PlotBubble | Draw a Bubble Plot |
| PlotBubble.default | Draw a Bubble Plot |
| PlotBubble.formula | Draw a Bubble Plot |
| PlotCandlestick | Plot Candlestick Chart |
| PlotCashFlow | Cash Flow Plot |
| PlotCirc | Plot Circular Plot |
| PlotConDens | Plot Conditional Densities |
| PlotCorr | Plot a Correlation Matrix |
| PlotDot | Cleveland's Dot Plots |
| PlotDotCI | Cleveland's Dot Plots |
| PlotECDF | Empirical Cumulative Distribution Function |
| PlotFaces | Chernoff Faces |
| PlotFdist | Frequency Distribution Plot |
| PlotFun | Plot a Function |
| PlotGACF | Combined Plot of a Time Series and Its ACF and PACF |
| PlotLinesA | Plot Lines |
| PlotLog | Logarithmic Plot |
| PlotMarDens | Scatterplot With Marginal Densities |
| PlotMiss | Plot Missing Data |
| PlotMonth | Cycle Plot for Seasonal Effects of an Univariate Time Series |
| PlotMosaic | Mosaic Plots |
| PlotMultiDens | Plot Multiple Density Curves |
| PlotMultiDens.default | Plot Multiple Density Curves |
| PlotMultiDens.formula | Plot Multiple Density Curves |
| PlotPairs | Extended Scatterplot Matrices |
| PlotPolar | Plot Values on a Circular Grid |
| PlotProbDist | Plot Probability Distribution |
| PlotPyramid | Draw a Back To Back Pyramid Plot |
| PlotQQ | QQ-Plot for Any Distribution |
| PlotTernary | Ternary or Triangular Plots |
| PlotTreemap | Create a Treemap |
| PlotVenn | Plot a Venn Diagram |
| PlotViolin | Plot Violins Instead of Boxplots |
| PlotViolin.default | Plot Violins Instead of Boxplots |
| PlotViolin.formula | Plot Violins Instead of Boxplots |
| PlotWeb | Plot a Web of Connected Points |
| PMT | Periodic Payment of an Annuity. |
| pNegWeibull | The Reverse Weibull Distribution |
| PoissonCI | Poisson Confidence Interval |
| PolarGrid | Plot a Grid in Polar Coordinates |
| PolToCart | Transform Cartesian to Polar/Spherical Coordinates and Vice Versa |
| pOrder | Distributions of Order Statistics |
| PostHocTest | Post-Hoc Tests |
| PostHocTest.aov | Post-Hoc Tests |
| PostHocTest.matrix | Post-Hoc Tests |
| PostHocTest.table | Post-Hoc Tests |
| power.chisq.test | Power Calculations for ChiSquared Tests |
| PpAddSlide | Add Slides, Insert Texts and Plots to PowerPoint |
| PPMT | Periodic Payment of an Annuity. |
| PpPlot | Add Slides, Insert Texts and Plots to PowerPoint |
| PpText | Add Slides, Insert Texts and Plots to PowerPoint |
| Prec | Fractional Part and Maximal Digits of a Numeric Value |
| predict.Lc | Lorenz Curve |
| pRevGumbel | "Reverse" Gumbel Distribution Functions |
| pRevWeibull | The Reverse Weibull Distribution |
| Primes | Find All Primes Less Than n |
| print.abstract | Display Compact Abstract of a Data Frame |
| print.Assocs | Association Measures |
| print.Conf | Confusion Matrix And Associated Statistics |
| print.CorPolychor | Polychoric Correlation |
| print.CountCompCases | Count Complete Cases |
| print.Desc | Describe Data |
| print.DunnTest | Dunn's Test of Multiple Comparisons |
| print.Freq | Frequency Table for a Single Variable |
| print.HoeffD | Matrix of Hoeffding's D Statistics |
| print.ICC | Intraclass Correlations (ICC1, ICC2, ICC3 From Shrout and Fleiss) |
| print.mtest | Lehmacher's Test for Marginal Homogenity |
| print.PercTable | Percentage Table |
| print.PostHocTest | Post-Hoc Tests |
| print.TMod | Comparison Table For Linear Models |
| PseudoR2 | Pseudo R2 Statistics |
| PtInPoly | Point in Polygon |
| pTri | The Triangular Distribution |
| PtsToCm | Unit Conversion and Metrix Prefixes |
-- Q --
| qBenf | Benford's Distribution |
| qExtrVal | Distributions of Maxima and Minima |
| qFrechet | The Frechet Distribution |
| qGenExtrVal | The Generalized Extreme Value Distribution |
| qGenPareto | The Generalized Pareto Distribution |
| qGompertz | The Gompertz distribution |
| qGumbel | The Gumbel Distribution |
| qNegWeibull | The Reverse Weibull Distribution |
| qRevGumbel | "Reverse" Gumbel Distribution Functions |
| qRevGumbelExp | "Reverse" Gumbel Distribution Functions |
| qRevWeibull | The Reverse Weibull Distribution |
| qTri | The Triangular Distribution |
| Quantile | (Weighted) Sample Quantiles |
| QuantileCI | Confidence Interval for Any Quantile |
| Quarter | Basic Date Functions |
| Quot | Lagged Quotients |
-- R --
| RadToDeg | Convert Degrees to Radians and Vice Versa |
| Range | (Robust) Range |
| Rank | Fast Sample Ranks |
| RBAL | Periodic Payment of an Annuity. |
| rBenf | Benford's Distribution |
| Recode | Recode a Factor |
| Recycle | Recyle a List of Elements |
| RelRisk | Relative Risk |
| Rename | Change Names of a Named Object |
| reorder.factor | Reorder the Levels of a Factor |
| Rev | Reverse Elements of a Vector, a Matrix, a Table, an Array or a Data.frame |
| Rev.array | Reverse Elements of a Vector, a Matrix, a Table, an Array or a Data.frame |
| Rev.data.frame | Reverse Elements of a Vector, a Matrix, a Table, an Array or a Data.frame |
| Rev.default | Reverse Elements of a Vector, a Matrix, a Table, an Array or a Data.frame |
| Rev.matrix | Reverse Elements of a Vector, a Matrix, a Table, an Array or a Data.frame |
| Rev.table | Reverse Elements of a Vector, a Matrix, a Table, an Array or a Data.frame |
| RevCode | Reverse Codes |
| rExtrVal | Distributions of Maxima and Minima |
| rFrechet | The Frechet Distribution |
| RgbToCmy | Conversion Between RGB and CMYK |
| RgbToCol | Find the Nearest Named R-Color to a Given RGB-Color |
| RgbToHex | Convert a Color or a RGB-color Into Hex String |
| RgbToLong | Find the Nearest Named R-Color to a Given RGB-Color |
| rGenExtrVal | The Generalized Extreme Value Distribution |
| rGenPareto | The Generalized Pareto Distribution |
| rGompertz | The Gompertz distribution |
| rGumbel | The Gumbel Distribution |
| RMSE | Measures of Accuracy |
| RMSE.default | Measures of Accuracy |
| RMSE.lm | Measures of Accuracy |
| RndPairs | Create Pairs of Correlated Random Numbers |
| RndWord | Create Pairs of Correlated Random Numbers |
| rNegWeibull | The Reverse Weibull Distribution |
| RobScale | Robust Scaling With Median and Mad |
| RomanToInt | Convert Roman Numerals to Integers |
| rOrder | Distributions of Order Statistics |
| Rosenbluth | Concentration Measures |
| Rotate | Rotate a Geometric Structure |
| roulette | Datasets for Probabilistic Simulation |
| RoundTo | Round to Multiple |
| rRevGumbel | "Reverse" Gumbel Distribution Functions |
| rRevWeibull | The Reverse Weibull Distribution |
| RSessionAlive | How Long Has the RSession Been Running? |
| RSqCI | Confidence Intervals for the R squared of a Linear Model |
| rSum21 | Random Numbers Adding Up to 1 |
| RTempdirAlive | How Long Has the RSession Been Running? |
| rTri | The Triangular Distribution |
| RunsTest | Runs Test for Randomness |
| RunsTest.default | Runs Test for Randomness |
| RunsTest.formula | Runs Test for Randomness |
-- S --
| Sample | Random Samples and Permutations |
| SampleTwins | Sample Twins |
| SaveAs | Saves an R Object Under a Different Name |
| ScheffeTest | Scheffe Test for Pairwise and Otherwise Comparisons |
| ScheffeTest.aov | Scheffe Test for Pairwise and Otherwise Comparisons |
| ScheffeTest.default | Scheffe Test for Pairwise and Otherwise Comparisons |
| ScheffeTest.formula | Scheffe Test for Pairwise and Otherwise Comparisons |
| SD | (Weighted) Standard Deviation |
| SDN | (Weighted) Standard Deviation |
| Second | Basic Date Functions |
| SecToHms | Convert h:m:s To/From Seconds |
| SendOutlookMail | Send a Mail Using Outlook as Mail Client |
| Sens | Confusion Matrix And Associated Statistics |
| SetAlpha | Add an Alpha Channel To a Color |
| SetAttr | Remove Attributes from an Object |
| SetNames | Set the Names in an Object |
| Shade | Produce a Shaded Curve |
| ShapiroFranciaTest | Shapiro-Francia Test for Normality |
| SiegelTukeyRank | Siegel-Tukey Test For Equality In Variability |
| SiegelTukeyTest | Siegel-Tukey Test For Equality In Variability |
| SiegelTukeyTest.default | Siegel-Tukey Test For Equality In Variability |
| SiegelTukeyTest.formula | Siegel-Tukey Test For Equality In Variability |
| SignTest | Sign Test |
| SignTest.default | Sign Test |
| SignTest.formula | Sign Test |
| Skew | Skewness and Kurtosis |
| SLN | Several Methods of Depreciation of an Asset |
| Small | Kth Smallest/Largest Values |
| SMAPE | Measures of Accuracy |
| SMAPE.default | Measures of Accuracy |
| SMAPE.lm | Measures of Accuracy |
| SmoothSpline | Formula Interface For 'smooth.spline' |
| SmoothSpline.default | Formula Interface For 'smooth.spline' |
| SmoothSpline.formula | Formula Interface For 'smooth.spline' |
| Some | Return Some Randomly Chosen Elements of an Object |
| Some.data.frame | Return Some Randomly Chosen Elements of an Object |
| Some.default | Return Some Randomly Chosen Elements of an Object |
| Some.matrix | Return Some Randomly Chosen Elements of an Object |
| SomersDelta | Somers' Delta |
| Sort | Sort a Vector, a Matrix, a Table or a Data.frame |
| Sort.data.frame | Sort a Vector, a Matrix, a Table or a Data.frame |
| Sort.default | Sort a Vector, a Matrix, a Table or a Data.frame |
| Sort.matrix | Sort a Vector, a Matrix, a Table or a Data.frame |
| Sort.table | Sort a Vector, a Matrix, a Table or a Data.frame |
| SortMixed | Sort Strings with Embedded Numbers Based on Their Numeric Order |
| SpearmanRho | Spearman Rank Correlation |
| Spec | Confusion Matrix And Associated Statistics |
| SphToCart | Transform Cartesian to Polar/Spherical Coordinates and Vice Versa |
| split.formula | Formula Interface for Split |
| SplitAt | Split a Vector Into Several Pieces at Given Positions |
| SplitPath | Split Path In Drive, Path, Filename |
| SplitToCol | Split Data Frame String Column Into Multiple Columns |
| SplitToDummy | Split Strings of a Vector and Provide Dummy Codes for Found Pieces |
| SpreadOut | Spread Out a Vector of Numbers To a Minimum Interval |
| Stamp | Date/Time/Directory Stamp the Current Plot |
| StdCoef | Standardized Model Coefficients |
| Str | Compactly Display the Structure of any R Object |
| StrAbbr | String Abbreviation |
| StrAlign | String Alignment |
| Strata | Stratified Sampling |
| StrCap | Capitalize the First Letter of a String |
| StrChop | Split a String into a Number of Sections of Defined Length |
| StrCountW | Count Words in a String |
| StrDist | Compute Distances Between Strings |
| StrExtract | Extract Part of a String |
| StrExtractBetween | Extract Part of a String |
| StripAttr | Remove Attributes from an Object |
| StrIsNumeric | Does a String Contain Only Numeric Data |
| StrLeft | Returns the Left Or the Right Part Of a String |
| StrPad | Pad a String With Justification |
| StrPos | Find Position of First Occurrence Of a String |
| StrRev | Reverse a String |
| StrRight | Returns the Left Or the Right Part Of a String |
| StrSpell | Spell a String Using the NATO Phonetic or the Morse Alphabet |
| StrSplit | Split the Elements of a Character Vector |
| StrTrim | Remove Leading/Trailing Whitespace From A String |
| StrTrunc | Truncate Strings and Add Ellipses If a String is Truncated. |
| StrVal | Extract All Numeric Values From a String |
| StuartMaxwellTest | Stuart-Maxwell Marginal Homogeneity Test |
| StuartTauC | Stuart Tau-c |
| summary.dist | Is a Distance Matrix Euclidean? |
| SYD | Several Methods of Depreciation of an Asset |
| SysInfo | System Information |
-- T --
| tarot | Datasets for Probabilistic Simulation |
| TextContrastColor | Choose Textcolor Depending on Background Color |
| TextToTable | Converts String To a Table |
| TheilU | Theil's U Index of Inequality |
| Timezone | Basic Date Functions |
| TitleRect | Plot Boxed Annotation |
| TMod | Comparison Table For Linear Models |
| Today | Basic Date Functions |
| ToLong | Reshape a Vector From Long to Wide Shape Or Vice Versa |
| TOne | Create Table One Describing Baseline Characteristics |
| ToWide | Reshape a Vector From Long to Wide Shape Or Vice Versa |
| ToWrd | Send Objects to Word |
| ToWrd.character | Send Objects to Word |
| ToWrd.data.frame | Send Objects to Word |
| ToWrd.default | Send Objects to Word |
| ToWrd.Freq | Send Objects to Word |
| ToWrd.ftable | Send Objects to Word |
| ToWrd.lm | Send Objects to Word |
| ToWrd.table | Send Objects to Word |
| ToWrd.TMod | Send Objects to Word |
| ToWrd.TOne | Send Objects to Word |
| ToWrd.TwoGroups | Describe a Variable by a Factor with Two Levels |
| ToWrdB | Send Objects to Word and Bookmark Them |
| ToWrdPlot | Send a Plot to Word and Bookmark it |
| ToXL | Use MS-Excel as Viewer for a Data.Frame |
| ToXL.data.frame | Use MS-Excel as Viewer for a Data.Frame |
| ToXL.default | Use MS-Excel as Viewer for a Data.Frame |
| ToXL.matrix | Use MS-Excel as Viewer for a Data.Frame |
| Triangular | The Triangular Distribution |
| Trim | Trim a Vector |
| TschuprowT | Cramer's V, Pearson's Contingency Coefficient and Phi Coefficient Yule's Q and Y, Tschuprow's T |
| TTestA | Student's t-Test Based on Sample Statistics |
| TukeyBiweight | Calculate Tukey's Biweight Robust Mean |
| TwoGroups | Describe a Variable by a Factor with Two Levels |
| TwoGroups.default | Describe a Variable by a Factor with Two Levels |
| TwoGroups.formula | Describe a Variable by a Factor with Two Levels |
-- U --
| UncertCoef | Uncertainty Coefficient |
| UnirootAll | Finds many (all) roots of one equation within an interval |
| Unit | Label, Unit Attribute of an Object |
| Unit<- | Label, Unit Attribute of an Object |
| Untable | Recover Original Data From Contingency Table |
| Untable.data.frame | Recover Original Data From Contingency Table |
| Untable.default | Recover Original Data From Contingency Table |
| Unwhich | Inverse Which |
-- V --
| VanWaerdenTest | van der Waerden Test |
| VanWaerdenTest.default | van der Waerden Test |
| VanWaerdenTest.formula | van der Waerden Test |
| Var | Variance |
| Var.default | Variance |
| Var.Freq | Variance |
| VarCI | Confidence Intervals for the Variance |
| VarN | Variance |
| VarTest | ChiSquare Test for One Variance and F Test to Compare Two Variances |
| VarTest.default | ChiSquare Test for One Variance and F Test to Compare Two Variances |
| VarTest.formula | ChiSquare Test for One Variance and F Test to Compare Two Variances |
| VarX | Expected Value and Variance |
| VecRot | Vector Rotation (Shift Elements) |
| VecShift | Vector Rotation (Shift Elements) |
| VIF | Variance Inflation Factors |
| Vigenere | Vigenere Cypher |
| VonNeumannTest | Von Neumann's Successive Difference Test |
-- W --
| wdConst | Word VBA Constants |
| Week | Basic Date Functions |
| Weekday | Basic Date Functions |
| Winsorize | Winsorize (Replace Extreme Values by Less Extreme Ones) |
| WithOptions | Execute Function with Temporary Options |
| WoolfTest | Woolf Test For Homogeneity in 2x2xk Tables |
| WrdBookmark | Some Functions to Handle MS-Word Bookmarks |
| WrdCaption | Insert Caption to Word |
| WrdCellRange | Return the Cell Range Of a Word Table |
| WrdDeleteBookmark | Some Functions to Handle MS-Word Bookmarks |
| WrdFont | Get or Set the Font in Word |
| WrdFont<- | Get or Set the Font in Word |
| WrdFormatCells | Format Cells Of a Word Table |
| WrdGoto | Some Functions to Handle MS-Word Bookmarks |
| WrdInsertBookmark | Some Functions to Handle MS-Word Bookmarks |
| WrdKill | Create a New Word Instance |
| WrdMergeCells | Merges Cells Of a Defined Word Table Range |
| WrdOpenFile | Open and Save Word Documents |
| WrdPageBreak | Insert a Page Break |
| WrdParagraphFormat | Get or Set the Paragraph Format in Word |
| WrdParagraphFormat<- | Get or Set the Paragraph Format in Word |
| WrdPlot | Insert Active Plot to Word |
| WrdSaveAs | Open and Save Word Documents |
| WrdStyle | Get or Set the Style in Word |
| WrdStyle<- | Get or Set the Style in Word |
| WrdTable | Insert a Table in a Word Document |
| WrdTableBorders | Draw Borders to a Word Table |
| WrdUpdateBookmark | Some Functions to Handle MS-Word Bookmarks |
-- X --
| xlConst | Word VBA Constants |
| XLCurrReg | Import Data Directly From Excel |
| XLDateToPOSIXct | Convert Excel Dates to POSIXct |
| XLGetRange | Import Data Directly From Excel |
| XLGetWorkbook | Import Data Directly From Excel |
| XLKill | Use MS-Excel as Viewer for a Data.Frame |
| XLNamedReg | Import Data Directly From Excel |
| XLSaveAs | Save Excel File |
| XLView | Use MS-Excel as Viewer for a Data.Frame |
-- Y --
| Year | Basic Date Functions |
| Year.ym | Basic Date Functions |
| YearDay | Basic Date Functions |
| YearDays | Basic Date Functions |
| YearMonth | Basic Date Functions |
| YTM | Short Selection of Financial Mathematical Functions |
| YuenTTest | Yuen t-Test For Trimmed Means |
| YuenTTest.default | Yuen t-Test For Trimmed Means |
| YuenTTest.formula | Yuen t-Test For Trimmed Means |
| YuleQ | Cramer's V, Pearson's Contingency Coefficient and Phi Coefficient Yule's Q and Y, Tschuprow's T |
| YuleY | Cramer's V, Pearson's Contingency Coefficient and Phi Coefficient Yule's Q and Y, Tschuprow's T |
-- Z --
| ZeroIfNA | Replace NAs by 0 |
| Zodiac | Calculate the Zodiac of a Date |
| ZTest | Z Test for Known Population Standard Deviation |
| ZTest.default | Z Test for Known Population Standard Deviation |
| ZTest.formula | Z Test for Known Population Standard Deviation |
-- misc --
| %()% | Operators To Check, If a Value Lies Within Or Outside a Given Range |
| %(]% | Operators To Check, If a Value Lies Within Or Outside a Given Range |
| %)(% | Operators To Check, If a Value Lies Within Or Outside a Given Range |
| %)[% | Operators To Check, If a Value Lies Within Or Outside a Given Range |
| %:% | Operators To Check, If a Value Lies Within Or Outside a Given Range |
| %::% | Operators To Check, If a Value Lies Within Or Outside a Given Range |
| %c% | Concatenates Two Strings Without Any Separator |
| %like any% | Like Operator |
| %like% | Like Operator |
| %nin% | Find Matching (or Non-Matching) Elements |
| %overlaps% | Determines If And How Extensively Two Date Ranges Overlap |
| %[)% | Operators To Check, If a Value Lies Within Or Outside a Given Range |
| %[]% | Operators To Check, If a Value Lies Within Or Outside a Given Range |
| %](% | Operators To Check, If a Value Lies Within Or Outside a Given Range |
| %][% | Operators To Check, If a Value Lies Within Or Outside a Given Range |
| %^% | Matrix Power |