Man pages for DescTools
Tools for Descriptive Statistics

AbindCombine Multidimensional Arrays
AbstractDisplay Compact Abstract of a Data Frame
AddMonthsAdd a Month to a Date
AddMonthsYMAdd a Month to a Date in YearMonth Format
AgreeRaw Simple And Extended Percentage Agreement
AllDuplicatedIndex Vector of All Values Involved in Ties
AndersonDarlingTestAnderson-Darling Test of Goodness-of-Fit
ArrowInsert an Arrow Into a Plot
AscToCharConvert ASCII Codes to Characters and Vice Versa
as.matrixConvert xtabs To matrix
AspGet Aspect Ratio of the Current Plot
AssocsAssociation Measures
AtkinsonAtkinson Index - A Measure of Inequality.
AUCArea Under the Curve
AxisBreakPlace a Break Mark on an Axis
axTicks.POSIXctCompute Axis Tickmark Locations (For POSIXct Axis)
BarnardTestBarnard's Unconditional Test
BartelsRankTestBartels Rank Test of Randomness
BarTextAdd the Value Labels to a Barplot
BaseConversionsConverts Numbers From Binmode, Octmode or Hexmode to Decimal...
BenfBenford's Distribution
BetweenOperators To Check, If a Value Lies Within Or Outside a Given...
BinomCIConfidence Intervals for Binomial Proportions
BinomDiffCIConfidence Interval for a Difference of Binomials
BinomRatioCIConfidence Intervals for the Ratio of Binomial and...
BinTreeBinary Tree
BootCISimple Bootstrap Confidence Intervals
BoxCoxBox Cox Transformation
BoxCoxLambdaAutomatic Selection of Box Cox Transformation Parameter
BoxedTextAdd Text in a Box to a Plot
BreslowDayTestBreslow-Day Test for Homogeneity of the Odds Ratios
BreuschGodfreyTestBreusch-Godfrey Test
BrierScoreBrier Score for Assessing Prediction Accuracy
BubbleLegendAdd a Legend to a Bubble Plot
CanvasCanvas for Geometric Plotting
CartToPolTransform Cartesian to Polar/Spherical Coordinates and Vice...
CatTableFunction to write a table
CCCConcordance Correlation Coefficient
ChooseColorDlgDisplay Color Dialog to Choose a Color
ClockwiseCalculates Begin and End Angle From a List of Given Angles in...
ClosestFind the Closest Value
CoalesceReturn the First Element Not Being NA
CochranArmitageTestCochran-Armitage Test for Trend
CochranQTestCochran's Q test
CoefVarCoefficient of Variation
CohenDCohen's Effect Size
CohenKappaCohen's Kappa and Weighted Kappa
CollapseTableCollapse Levels of a Table
ColorLegendAdd a ColorLegend to a Plot
ColPickerPlot All Named R Colors
ColToGreyConvert Colors to Grey/Grayscale
ColToHexConvert a Color Into Hex String
ColToHsvR Color to HSV Conversion
ColToRgbColor to RGB Conversion
ColumnWrapColumnWrap
CombPairsGet All Pairs Out of One or Two Sets of Elements
ConDisPairsConcordant and Discordant Pairs
ConfConfusion Matrix And Associated Statistics
ConnLinesAdd Connection Lines to a Barplot
ConoverTestConover's Test of Multiple Comparisons
ContrastsPairwise Contrasts
CorCorrelation, Variance and Covariance (Matrices)
CorPartFind the Correlations for a Set x of Variables With Set y...
CorPolychorPolychoric Correlation
CramerVCramer's V, Pearson's Contingency Coefficient and Phi...
CramerVonMisesTestCramer-von Mises Test for Normality
CronbachAlphaCronbach's Coefficient Alpha
CstatC Statistic (Area Under the ROC Curve)
CutQCreate a Factor Variable Using the Quantiles of a Continuous...
DatasetsforSimulationDatasets for Probabilistic Simulation
DateFunctionsBasic Date Functions
day.nameBuild-in Constants Extension
d.countriesISO 3166-1 Country Codes
d.diamondsData diamonds
DegToRadConvert Degrees to Radians and Vice Versa
DenseRankDense Ranks and Percent Ranks
DescDescribe Data
DescToolsOptionsDescTools Options
DescTools-packageTools for Descriptive Statistics and Exploratory Data...
DigitSumCalculate Digit Sum
DivCoefRao's Diversity Coefficient
DivCoefMaxMaximal value of Rao's diversity coefficient also called...
DoCallFast Alternative To The Internal 'do.call'
d.periodicPeriodic Table of Elements
d.pizzaData pizza
DrawArcDraw Elliptic Arc(s)
DrawBandDraw Confidence Band
DrawBezierDraw a Bezier Curve
DrawCircleDraw a Circle
DrawEllipseDraw an Ellipse
DrawRegPolygonDraw Regular Polygon(s)
DummyGenerate Dummy Codes for a Factor
DunnettTestDunnett's Test for Comparing Several Treatments With a...
DunnTestDunn's Test of Multiple Comparisons
DurbinWatsonTestDurbin-Watson Test
d.whiskyClassification of Scotch Single Malts
EntropyShannon Entropy and Mutual Information
EpsGreenhouse-Geisser And Huynh-Feldt Epsilons
ErrBarsAdd Error Bars to an Existing Plot
EtaSqEffect Size Calculations for ANOVAs
ExpFreqExpected Frequencies
FactorizePrime Factorization of Integers
FctArgsRetrieve a Function's Arguments
FibonacciFibonacci Numbers
FileOpenCmdGet Path of a Data File to Be Opened
FindColorGet Color on a Defined Color Range
FindCorrDetermine Highly Correlated Variables
FisherZFisher-Transformation for Correlation to z-Score
FixToTabConvert a Text to a Table
FormatFormat Numbers and Dates
FracFractional Part and Maximal Digits of a Numeric Value
FreqFrequency Table for a Single Variable
GCDGreatest Common Divisor and Least Common Multiple
GeomTransGeometric Transformations
GetCurrWrdGet a Handle to a Running Word Instance
GetNewWrdCreate a New Word Instance
GetNewXLCreate a New Excel Instance
GiniGini Coefficient
GiniSimpsonCompute Gini-Simpson Coefficient
GmeanGeometric Mean and Standard Deviation
GoodmanKruskalGammaGoodman Kruskal's Gamma
GoodmanKruskalTauGoodman Kruskal's Tau
GTestG-Test for Count Data
HerfindahlConcentration Measures
HexToColIdentify Closest Match to a Color Given by a Hexadecimal...
HexToRgbConvert a Hexstring Color to a Matrix With Three...
HmeanHarmonic Mean and Its Confidence Interval
HmsToSecConvert h:m:s To/From Seconds
HodgesLehmannHodges-Lehmann Estimator of Location
HoeffDMatrix of Hoeffding's D Statistics
HosmerLemeshowTestHosmer-Lemeshow Goodness of Fit Tests
HotellingsTHotelling's T2 Test
HuberMSafe (generalized) Huber M-Estimator of Location
HWZdataGet HWZ Datasets
ICCIntraclass Correlations (ICC1, ICC2, ICC3 From Shrout and...
IdentifyAIdentify Points in Plot Lying Within a Rectangle or Polygon
identify.formulaIdentify Points In a Plot Using a Formula
ImportFileDlgImport File In Foreign Format
InDotsIs a Specific Argument in the Dots-Arguments?
InsRowInsert Rows or Columns Into a Matrix
IsDateCheck If an Object Is of Type Date
IsDichotomousTest If a Variable Contains Only Two Unique Values
IsEuclidIs a Distance Matrix Euclidean?
IsOddChecks If An Integer Is Even Or Odd
IsPrimeIsPrime Property
IsValidWrdCheck Word Pointer
IsWholeCheck a Vector For Being Numeric, Zero Or a Whole Number
JarqueBeraTest(Robust) Jarque Bera Test
JonckheereTerpstraTestExact Version of Jonckheere-Terpstra Test
KappaMKappa for m Raters
KendallTauAKendall's Tau-a
KendallTauBKendall Tau-b
KendallWKendall's Coefficient of Concordance W
KeywordsList Keywords For R Manual Pages
KrippAlphaKrippendorff's Alpha Reliability Coefficient
LabelLabel, Unit Attribute of an Object
LambdaGoodman Kruskal Lambda
LargeKth Smallest/Largest Values
LcLorenz Curve
LehmacherTestLehmacher's Test for Marginal Homogenity
LeveneTestLevene's Test for Homogeneity of Variance
likeLike Operator
LillieTestLilliefors (Kolmogorov-Smirnov) Test for Normality
lines.lmAdd a Linear Regression Line
lines.loessAdd a Loess or a Spline Smoother
LineToUserConvert Line Coordinates To User Coordinates
LinScaleLinear Scaling
LOCFLast Observation Carried Forward
LOFLocal Outlier Factor
LogitGeneralized Logit and Inverse Logit Function
LogStStarted Logarithmic Transformation and Its Inverse
LookupLook Up a Value In a Reference Vector
LsFctList Objects, Functions Or Data in a Package
MADMedian Absolute Deviation
MAEMeasures of Accuracy
MarSet Plot Margins
matpowMatrix Power
Mean(Weighted) Arithmetic Mean
MeanADMean Absolute Deviation From a Center Point
MeanCIConfidence Interval for the Mean
MeanDiffCIConfidence Interval For Difference of Means
MeanSEStandard Error of Mean
Median(Weighted) Median Value
MedianCIConfidence Interval for the Median
MHChisqTestMantel-Haenszel Chi-Square Test
MidxFind the Midpoints of a Numeric Vector
MixColorCompute the Convex Combination of Two Colors
ModeMode
MosesTestMoses Test of Extreme Reactions
MoveAvgMoving Average
MultinomCIConfidence Intervals for Multinomial Proportions
nSome Aliases Set for Convenience
NemenyiTestNemenyi Test
ninFind Matching (or Non-Matching) Elements
NPVOne Period Returns, Net Present Value and Internal Rate of...
OddsRatioOdds Ratio Estimation and Confidence Intervals
ORToRelRiskTransform Odds Ratio to Relative Risk
OutlierOutlier
overlapsDetermines If And How Extensively Two Date Ranges Overlap
PageTestExact Page Test for Ordered Alternatives
PairApplyPairwise Calculations
PalSome Custom Palettes
ParseFormulaParse a Formula and Create a Model Frame
ParseSASDatalinesParse a SAS Dataline Command
PartitionByPartitionBy Evaluates a Function Groupwise
PasswordDlgPassword Dialog
pasteConcatenates Two Strings Without Any Separator
PDFManualGet PDF Manual of a Package From CRAN
PearsonTestPearson Chi-Square Test for Normality
PercTablePercentage Table
PermnNumber and Samples for Permutations or Combinations of a Set
PhrasePhrasing Results of t-Test
PlotACFCombined Plot of a Time Series and Its ACF and PACF
PlotAreaCreate an Area Plot
PlotBagPlotBag, a Bivariate Boxplot
PlotBubbleDraw a Bubble Plot
PlotCandlestickPlot Candlestick Chart
PlotCircPlot Circular Plot
PlotCorrPlot a Correlation Matrix
PlotDevPlot to Device
PlotDotCleveland's Dot Plots
PlotECDFEmpirical Cumulative Distribution Function
PlotFacesChernoff Faces
PlotFdistFrequency Distribution Plot
PlotFunPlot a Function
PlotLinesAPlot Lines
PlotLogLogarithmic Plot
PlotMarDensScatterplot With Marginal Densities
PlotMatrixScatterplot Matrix
PlotMissPlot Missing Data
PlotMonthPlot Monthly or Seasonal Effects Of a Univariate Time Series
PlotMosaicMosaic Plots
PlotMultiDensPlot Multiple Density Curves
PlotPchInformation Plots
PlotPolarPlot Values on a Circular Grid
PlotPyramidDraw a Back To Back Pyramid Plot
PlotQQQQ-Plot for Any Distribution
PlotTernaryTernary or Triangular Plots
PlotTreemapCreate a Treemap
PlotVennPlot a Venn Diagram
PlotViolinPlot Violins Instead of Boxplots
PlotWebPlot a Web of Connected Points
PoissonCIPoisson Confidence Interval
PolarGridPlot a Grid in Polar Coordinates
PostHocTestPost-Hoc Tests
power.chisq.testPower Calculations for ChiSquared Tests
PpPlotAdd Slides, Insert Texts and Plots to PowerPoint
PrimesFind All Primes Less Than n
PseudoR2Pseudo R2 Statistics
PtInPolyPoint in Polygon
QuantileWeighted Quantiles
Range(Robust) Range
RecodeRecode a Factor
RecycleRecyle a List of Elements
RelRiskRelative Risk
RenameChange Names of a Named Object
ReorderFactorReorder the Levels of a Factor
RevReverse Elements of a Vector or the Rows/Columns of Matrices...
RevGumbel"Reverse" Gumbel Distribution Functions
RgbToColFind the Nearest Named R-Color to a Given RGB-Color
RndPairsCreate Pairs of Correlated Random Numbers
RobScaleRobust Scaling With Median and Mad
RomanToIntConvert Roman Numerals to Integers
RotateRotate a Geometric Structure
RoundToRound to Multiple
RunsTestRuns Test for Randomness
SampleTwinsSample Twins
SaveAsDlgSave R Objects By Choosing a File Interactively
ScheffeTestScheffe Test for Pairwise and Otherwise Comparisons
SD(Weighted) Standard Deviation
SelectVarDlgSelect Elements of a Set by Click
SetAlphaAdd an Alpha Channel To a Color
SetNamesSet the Names in an Object
ShadeProduce a Shaded Curve
ShapiroFranciaTestShapiro-Francia Test for Normality
SiegelTukeyTestSiegel-Tukey Test For Equality In Variability
SignTestSign Test
SkewSkewness and Kurtosis
SmoothSplineFormula Interface For 'smooth.spline'
SomeReturn Some Randomly Chosen Elements of an Object
SomersDeltaSomers' Delta
SortSort a Vector, a Matrix, a Table or a Data.frame
SortMixedOrder or Sort Strings With Embedded Numbers So That The...
SpearmanRhoSpearman Rank Correlation
split.formulaFormula Interface for Split
SplitPathSplit Path In Drive, Path, Filename
SpreadOutSpread Out a Vector of Numbers To a Minimum Interval
StampDate/Time/Directory Stamp the Current Plot
StdCoefStandardized Model Coefficients
StrCompactly Display the Structure of an Arbitrary R Object
StrAbbrString Abbreviation
StrAlignString Alignment
StrataStratified Sampling
StrCapCapitalize the First Letter of a String
StrChopSplit a String in a Number of Pieces With Fixed Length
StrCountWCount Words in a String
StrDistCompute Distances Between Strings
StrExtractExtract Part of a String
StrIsNumericDoes a String Contain Only Numeric Data
StrPadPad a String With Justification
StrPosFind Position of First Occurrence Of a String
StrRevReverse a String
StrRightReturns the Left Or the Right Part Of a String
StrTrimRemove Leading/Trailing Whitespace From A String
StrTruncTruncate Strings and Add Ellipses If a String is Truncated.
StrValExtract All Numeric Values From a String
StuartMaxwellTestStuart-Maxwell Marginal Homogeneity Test
StuartTauCStuart Tau C
SysInfoSystem Information
TextContrastColorChoose Textcolor Depending on Background Color
TextToTableConverts String To a Table
TheilUTheil's U Index of Inequality
TitleRectPlot Boxed Annotation
TModComparison Table For Linear Models
TOneCreate Table One Describing Baseline Characteristics
ToWideReshape a Vector From Long to Wide Shape Or Vice Versa
ToWrdSend Objects to Word
TrimTrim a Vector
TukeyBiweightCalculate Tukey's Biweight Robust Mean
UncertCoefUncertainty Coefficient
UnitConvUnit Conversion
UntableRecover Original Data From Contingency Table
UnwhichInverse Which
VarCIConfidence Interval for the Variance
VarTestChiSquare Test for One Variance and F Test to Compare Two...
VecRotVector Rotation (Shift Elements)
VIFVariance Inflation Factors
VigenereVigenere Cypher
VonNeumannTestVon Neumann's Successive Difference Test
wdConstWord VBA Constants
WinsorizeWinsorize (Replace Extreme Values by Less Extreme Ones)
WoolfTestWoolf Test For Homogeneity in 2x2xk Tables
WrdCaptionInsert Caption to Word
WrdCellRangeReturn the Cell Range Of a Word Table
WrdFontGet or Set the Font in Word
WrdFormatCellsFormat Cells Of a Word Table
WrdInsertBookmarkInsert a Bookmark, Goto Bookmark and Update the Text of a...
WrdMergeCellsMerges Cells Of a Defined Word Table Range
WrdParagraphFormatGet or Set the Paragraph Format in Word
WrdPlotInsert Active Plot to Word
WrdStyleGet or Set the Style in Word
WrdTableInsert a Table in a Word Document
WrdTableBordersDraw Borders to a Word Table
XLDateToPOSIXctConvert Excel Dates to POSIXct
XLGetRangeImport Data Directly From Excel
XLViewUse Excel as Viewer for a Data.Frame
XploreInteractive Graphical Data Explorer
YuenTTestYuen t-Test For Trimmed Means
ZeroIfNAReplace NAs by 0
ZodiacCalculate the Zodiac of a Date
ZTestZ Test for Known Population Standard Deviation
DescTools documentation built on Sept. 13, 2017, 9:04 a.m.