DescTools v0.99.11

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by Andri Signorell

Tools for Descriptive Statistics

A collection of basic statistic functions and convenience wrappers for efficiently describing data. The author's intention was to create a toolbox, which facilitates the (notoriously time consuming) first descriptive tasks in data analysis, consisting of calculating descriptive statistics, drawing graphical summaries and reporting the results. The package contains furthermore functions to produce documents using MS Word (or PowerPoint) and functions to import data from Excel. Many of the included functions can be found scattered in other packages and other sources written partly by Titans of R. The reason for collecting them here, was primarily to have them consolidated in ONE instead of dozens of packages (which themselves might depend on other packages which are not needed at all), and to provide a common and consistent interface as far as function and arguments naming, NA handling, recycling rules etc. are concerned. Google style guides were used as naming rules (in absence of convincing alternatives). The 'camel style' was consequently applied to functions borrowed from contributed R packages as well.

Functions in DescTools

Name Description
AUC Area Under the Curve
Canvas Canvas for Geometric Plotting
Agree Raw Simple And Extended Percentage Agreement
BoxCox Box Cox Transformation
AndersonDarlingTest Anderson-Darling Test of Goodness-of-Fit
DrawAnnulusSector Draw a Sector of an Annulus
Assocs Association Measures
CollapseTable Collapse Levels of a Table
ClipToVect Reformat a Table in the Clipboard as Vector
CohenD Cohen's Effect Size
BartelsRankTest Bartels Rank Test
DrawCircle Draw a Circle
Desc.factor Describe a Factor, an Ordered Factor Or a Character Vector
ColToRgb Color to RGB Conversion
Clockwise Calculates Begin and End Angle From a List of Given Angles in Clockwise Mode
Conf Confusion Matrix And Associated Statistics
CartToPol Transform Cartesian to Polar/Spherical Coordinates and vice versa
BoxedText Add Text in a Box to a Plot
Association measures Cramer's V, Pearson's Contingency Coefficient and Phi Coefficient Yule's Q and Y, Tschuprow's T
ColToHsv R Color to HSV Conversion
Between, Outside Operators To Check, If a Value Lies Within Or Outside a Given Range
SetAlpha Add an Alpha Channel To a Color
BoxCoxLambda Automatic Selection of Box Cox Transformation Parameter
ColorLegend Add a ColorLegend to a Plot
FindCorr Determine highly correlated variables
Benford Benford's Distribution
Desc Describe Data
CochranQTest Cochran's Q test
CCC Concordance Correlation Coefficient
BinomCI Confidence Intervals for Binomial Proportions
CronbachAlpha Cronbach's Coefficient Alpha
IsPrime IsPrime Property
GetAllSubsets Get All Subsets out of a List of Elements
Desc.logical Describe a dichotomous variable
CoefVar Coefficient of Variation
Date Functions Basic Date Functions
Label Label Attribute of an Object
CramerVonMisesTest Cramer-von Mises test for normality
DescTools-internal Internal DescTools objects
Closest Find the Closest Value
ConDisPairs Concordant and Discordant Pairs
Gini Gini Coefficient
HodgesLehmann Hodges-Lehmann Estimator of Location
DrawBand Draw Confidence Band
ColToGrey Convert Colors to Grey/Grayscale
PlotViolin Plot Violins Instead of Boxplots
Dummy Generate Dummy Codes for a Factor
Desc.flags Describe a Set of Dichotomous Variables
Coalesce Return the First Element Not Being NA
DrawBezier Draw a Bezier Curve
DunnettTest Dunnett's Test for Comparing Several Treatments With a Control
AscToChar Converts ASCII Codes to Characters and Vice Versa
GetNewPP Create a new PowerPoint Instance
CohenKappa Cohen's Kappa and Weighted Kappa
IdentifyA Identify Points in Plot Lying within a Rectangle or Polygon
GTest G-Test for Count Data
LogLin Log Linear Hybrid, Generalized Log
CorPolychor Polychoric Correlation
AddMonths Add a Month to a Date
HexToCol Identify closest match to a color given by a hexadecimal string
Desc.numeric Describe a numeric vector
GiniSimpson Compute Gini-Simpson Coefficient
BubbleLegend Add a Legend to a Bubble Plot
Outlier Outlier
Desc.table Describe a n-dimensional Contingency Table
DenseRank Dense Ranks
DurbinWatsonTest Durbin-Watson Test
CochranArmitageTest Cochran-Armitage test for trend
FindColor Get Color on a Defined Color Range
HuberM Safe (generalized) Huber M-Estimator of Location
LinScale Perform a linear scaling of x
ConnLines Add Connection Lines to a Barplot
GCD, LCM Greatest Common Divisor and Least Common Multiple
CatTable Function to write a table
PtInPoly Point in Polygon
Contrasts Pairwise Contrasts
HighLow Return the Lowest and the Highest Values and Their Frequencies
Frac Return the Fractional Part of a Numeric Value
DrawEllipse Draw an Ellipse
DrawArc Draw Elliptic or Circular Arc(s)
Mode Mode
Hmean Harmonic mean
IsOdd Checks If An Integer Is Even Or Odd
JarqueBeraTest (Robust) Jarque Bera Test
DivCoef Rao's diversity coefficient also called quadratic entropy
PpPlot Add Slides, Insert Texts and Plots to PowerPoint
Factorize Prime Factorization of Integers
Desc.data.frame Describe a data.frame Or a List
Fibonacci Fibonacci Numbers
JonckheereTerpstraTest Exact Version of Jonckheere-Terpstra Test
PlotVenn Plot a Venn Diagram
InDots Is a Specific Argument in the Dots-Arguments?
RobScale Robust Scaling With Median and Mad
GetCurrWrd Get a Handle to a Running Word Instance
AllDuplicated Index Vector of All Values Involved in Ties
DescWrd Use Word as Reporting Tool for Describing Data
BreslowDayTest Breslow-Day Test for Homogeneity of the Odds Ratios
DrawAnnulus Draw One or Several Annuli
ColToHex Convert a Color into Hex String
AxisBreak Place a Break Mark on an Axis
ChooseColorDlg Display Color Dialog to Choose a Color
EtaSq Effect size calculations for ANOVAs
Date Create a Date from Numeric Representation
Desc.integer Describe an integer variable
DescTools-package Tools for Efficient Descriptive Statistics
Atkinson Calculate the Atkinson Index
PartitionBy PartitionBy Evaluates a Function Groupwise
Freq Frequency Table
BinomDiffCI Confidence Interval for a Difference of Binomials
DunnTest Dunn's Test of Multiple Comparisons
KappaM Kappa for m raters
CutQ Create a Factor Variable Using the Quantiles of a Continuous Variable
ErrBars Add Error Bars to an Existing Plot
Keywords List valid Keywords for R man pages
SampleTwins Sample Twins
KrippAlpha Krippendorff's Alpha Reliability Coefficient
Lambda Goodman Kruskal Lambda
Mar Set Plot Margins
LOCF Last Observation Carried Forward
SpreadOut Spread Out a Vector of Numbers To a Minimum Interval
MixColor Compute the convex combination of two colors
TheilU Theil's U index of inequality
PlotTernary Ternary or Triangular Plots.
BinToDec Converts numbers from binmode, octmode or hexmode to decimal and vice versa
Explore Interactive Graphical Data Explorer
HoeffD Matrix of Hoeffding's D Statistics
GetNewXL Create a new Excel Instance
HotellingsT2Test Hotelling's T2 Test
MeanCI Confidence Interval for the Mean
IsDichotomous Test If a Variable Contains Only Two Unique Values
IsEuclid Is a Distance Matrix Euclidean?
SelectVarDlg Select Elements of a Set by Click
SiegelTukeyTest Siegel-Tukey Test For Equality In Variability
LeveneTest Levene's Test for Homogeneity of Variance
Logit Generalized Logit and Inverse Logit function
MedianCI Confidence Interval for the Median
LehmacherTest Lehmacher's Test for Marginal Homogenity
PlotBubble Draw a Bubble Plot
MeanDiffCI Confidence Interval For Difference of Means
Some numeric checks Check a Vector For Being Numeric, Zero Or a Whole Number
PlotMultiDens Plot Multiple Density Curves
PlotDot Cleveland's Dot Plots
StrPos Find Position of First Occurrence Of a String
Untable Recover Original Data From Contingency Table
UncertCoef Uncertainty Coefficient
YuenTTest Yuen t-Test For Trimmed Means
Str Compactly Display the Structure of an Arbitrary R Object
FctArgs Retrieve a Functions' Arguments
LOF Local Outlier Factor
Gmean Geometric Mean and Standard Deviation
GoodmanKruskalTauA Goodman Kruskal's Tau a
NPV One Period Returns, Net Present Value and Internal Rate of Return
DrawRegPolygon Draw Regular Polygon(s)
LillieTest Lilliefors (Kolmogorov-Smirnov) test for normality
PlotBag PlotBag, a bivariate boxplot
PlotPyramid Draw a Back To Back Pyramid Plot
PlotFaces Chernoff Faces
StrAbbr String Abbreviation
SysInfo System Information And DescTools Options
PairApply Pairwise Calculations
KendallTauB Kendall tau-b
StrChop Split a String in a Number of Pieces With Fixed Length
IsValidWrd Check Word Pointer
ImportDlg Get Path of a Data File to Be Opened
PercTable Percentage Table
Rev Reverse Elements of a Vector or the Rows/Columns of Matrices and Tables
PlotDotCIp Plot a Dotchart with Binomial Confidence Intervals
VecRot Vector Rotation
PartCor Find the Correlations for a Set x of Variables With Set y Removed
UnitConv Unit Conversion
SomersDelta Somers' Delta
WrdSetFont Set the Font in Word
ZeroIfNA Replace NAs by 0
Herfindahl Concentration Measures
PlotFdist Frequency Distribution Plot
Desc.formula Describe Variables by Groups
KendallW Kendall's Coefficient of Concordance W
Midx Find the Midpoints of a Numeric Vector
Large Kth Smallest/Largest Values
DivCoefMax Maximal value of Rao's diversity coefficient also called quadratic entropy
Recode Recode a Factor
%overlaps% Determines If And How Extensively Two Date Ranges Overlap
ParseSASDatalines Parse a SAS Dataline Command
Sort Sort a Vector, a Matrix, a Table or a Data.frame
MeanAD Mean Absolute Deviation From a Center Point
GetNewWrd Create a new Word Instance
OddsRatio Odds Ratio Estimation and Confidence Intervals
PasswordDlg Password Dialog
HmsToSec Convert h:m:s To/From Seconds
PlotACF Combined Plot of a Time Series and its ACF and PACF
Stamp Date/Time/Directory Stamp the Current Plot
StrVal Extract All Numeric Values From a String
PlotMatrix Scatterplot Matrix
Recycle Recyle a List of Elements
PoissonCI Poisson Confidence Interval
DescTools Palettes Some Custom Palettes
lines.loess Add a Loess or a Spline Smoother
Exec Execute a Command Given As String
ParseFormula Parse a Formula and Create a Model Frame
Vigenere Vigenere Cypher
LogSt Started Logarithmic Transformation and Its Inverse
day.name Build-in Constants Extension
PlotCandlestick Plot Candlestick Chart
Trim Trim a Vector
Ray Compact Information About the Columns of a Data Frame
Permn Determine All Possible Permutations of a Set
PageTest Exact Page Test for Ordered Alternatives
PlotTreemap Create a Treemap
Ndec Count Decimal Places of a Number
ExpFreq Expected frequencies
Format Format Numbers and Dates
FisherZ Fisher r to z and z to r and confidence intervals
GoodmanKruskalGamma Goodman Kruskal's Gamma
PolarGrid Plot a Grid in Polar Coordinates
PlotHorizBar Plot Horizontal Bars
PlotLinesA Plot Lines
IsDate Check if an Object is of Type Date
RelRisk Relative Risk
PlotDotCI Plot a Dotchart with Confidence Intervals
Primes Find all Primes Less Than n
ToLong, ToWide Reshape a Vector From Long to Wide Shape Or Vice Versa
TukeyBiweight Calculate Tukey's Biweight Robust Mean
ICC Intraclass Correlations (ICC1, ICC2, ICC3 From Shrout and Fleiss)
PlotWeb Plot a Web of Connected Points
median.factor Median for Ordered Factors
PostHocTest Post-Hoc Tests
reorder.factor Reorder the Levels of a Factor
RgbToCol Find the Named R-Color Which Is Nearest to a Given RGB-Color
StrLeft, StrRight Returns the Left Part Or the Right Part Of a String
TextContrastColor Choose Textcolor Depending on Background Color
GetPairs Get All Pairs out of one or two Sets of Elements
RunsTest Runs Test for Randomness
WrdPlot Insert Active Plot to Word
LsFct List Functions of a Package
pRevGumbel "Reverse" Gumbel Distribution Functions
MHChisqTest Mantel-Haenszel Chi-Square Test
XLGetRange Import Data Directly From Excel
WoolfTest Woolf Test
PlotCorr Plot a Correlation Matrix
StuartMaxwellTest Stuart-Maxwell Marginal Homogeneity Test
d.pizza Data pizza
StrPad Pad a String With Justification
PlotMonth Plot Monthly or Seasonal Effects Of a Univariate Time Series
PlotQQ QQ-Plot for Any Distribution
ShapiroFranciaTest Shapiro-Francia test for normality
XLView Use Excel as Viewer for a Data.Frame
MosesTest Moses Test of Extreme Reactions
VarCI Confidence Interval for the Variance
StrCap Capitalize the First Letter of a String
WrdCaption Insert Caption to Word
RndPairs Create Pairs of Correlated Random Numbers
power.chisq.test Power Calculations for ChiSquared Tests
ScheffeTest Scheffe Test for Pairwise and Otherwise Comparisons
Rotate Rotate a Geometric Structure
PlotArea Create an Area Plot
SplitPath Split Path In Drive, Path, Filename
d.periodic Periodic Table of Elements
StuartTauC Stuart $\tau_{c}$
RoundM Round to Multiple
SignTest Sign Test
%like% Like operator
Measures of Shape Skewness and Kurtosis
SaveAsDlg Save R Objects By Choosing a File Interactively
StrTrim Trim a string
SpearmanRho Spearman Rank Correlation
ImportFileDlg Import File In Foreign Format
lines.lm Add a Linear Regression Line
WrdInsertBookmark Insert a Bookmark, Goto Bookmark and Update the Text of a Bookmark
PlotPolar Plot Values on a Circular Grid
RobRange Robust Range
Mbind Bind k nxm-matrices with the same dimension
WrdInsTab Insert a Table in a Word Document
MultinomCI Confidence Intervals for Multinomial Proportions
d.diamonds Data diamonds
StrCountW Count Words in a String
WrdTable Produces a Table in Word
identify.formula Identify points in a plot using a formula.
PlotDesc Display descriptive plots
wdConst Word VBA constants
PlotFun Plot a Function
Zodiac Calculate the Zodiac of a Date
MoveAvg Moving Average
PlotMarDens Scatterplot with Marginal Densities
PlotRCol Information plots
WrdR Insert a R Command and It's Output in a Word Document
%nin% Find Matching (or Non-Matching) Elements
StrRev Reverse a String
PearsonTest Pearson chi-square test for normality
Strata Stratified sampling
PlotCirc Plot Circular Plot
%c% Concatenates two strings without any separator.
WrdText Insert Normal Text to Word
as.matrix.xtabs Xtabs to Matrix
SortMixed Order or Sort Strings With Embedded Numbers So That The Numbers Are In The Correct Order
StrIsNumeric Does a String Contain Only Numeric Data
split.formula Formula Interface for Split
StrDist Compute Distances Between Strings
StrTrunc Truncate Strings and Add Ellipses If a String is Truncated.
Winsorize Winsorize
ZTest Z Test for Known Population Standard Deviation
DegToRad Convert Degrees to Radians and vice versa
Desc.Date Describe a Date Vector
FixToTab Text to Table
Entropy Shannon Entropy and Mutual Information
HexToRgb Convert a Hexstring Color to a Matrix With Three Red/Green/Blue Rows
Lc Lorenz Curve
NemenyiTest Nemenyi Test
MeanSE Standard error of mean
Rename Change Names of a Named Object
d.countries ISO 3166-1 Country Codes
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Details

Type Package
Date 2015-05-14
License GPL (>= 2)
LazyLoad yes
LazyData yes
ByteCompile yes
NeedsCompilation yes
Additional_repositories http://www.stats.ox.ac.uk/pub/RWin/
Packaged 2015-05-15 09:26:21 UTC; Andri
Repository CRAN
Date/Publication 2015-05-15 12:44:45

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