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DescTools

Tools for Descriptive Statistics and Exploratory Data Analysis

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Version

Install

install.packages('DescTools')

Monthly Downloads

104,795

Version

0.99.29

License

GPL (>= 2)

Maintainer

Andri Signorell

Last Published

September 26th, 2019

Functions in DescTools (0.99.29)

Barnard's Unconditional Test

Convert ASCII Codes to Characters and Vice Versa

Benford's Distribution

Collapse Levels of a Table

Return the First Element Not Being NA

Between, Outside

Operators To Check, If a Value Lies Within Or Outside a Given Range

Base Conversions

Converts Numbers From Binmode, Octmode or Hexmode to Decimal and Vice Versa

Find the Closest Value

Color to RGB Conversion

Add Text in a Box to a Plot

AndersonDarlingTest

Anderson-Darling Test of Goodness-of-Fit

Association Measures

Place a Break Mark on an Axis

Cochran's Q test

Get All Pairs Out of One or Two Sets of Elements

Concordance Correlation Coefficient

Get Aspect Ratio of the Current Plot

Atkinson Index - A Measure of Inequality.

Add a Legend to a Bubble Plot

CochranArmitageTest

Cochran-Armitage Test for Trend

Add the Value Labels to a Barplot

Confidence Intervals for Binomial Proportions

Breslow-Day Test for Homogeneity of the Odds Ratios

CompleteColumns

Find Complete Columns

Pairwise Contrasts

Function to write a table

Box Cox Transformation

Automatic Selection of Box Cox Transformation Parameter

Unit Conversion and Metrix Prefixes

R Color to HSV Conversion

Calculates Begin and End Angle From a List of Given Angles in Clockwise Mode

Convert a Color Into Hex String

Confidence Interval for a Difference of Binomials

Concordant and Discordant Pairs

BreuschGodfreyTest

Breusch-Godfrey Test

Brier Score for Assessing Prediction Accuracy

Confusion Matrix And Associated Statistics

Cronbach's Coefficient Alpha

CramerVonMisesTest

Cramer-von Mises Test for Normality

Convert Colors to Grey/Grayscale

Cohen's Kappa and Weighted Kappa

Add a ColorLegend to a Plot

n-dimensional Vector Cross Product

Vector Cross Product

Get HWZ Datasets

Confidence Intervals for the Ratio of Binomial and Multinomial Proportions

Simple Bootstrap Confidence Intervals

BartelsRankTest

Bartels Rank Test of Randomness

Canvas for Geometric Plotting

Transform Cartesian to Polar/Spherical Coordinates and Vice Versa

Cohen's Effect Size

Coefficient of Variation

Add Connection Lines to a Barplot

Conover's Test of Multiple Comparisons

Association measures

Cramer's V, Pearson's Contingency Coefficient and Phi Coefficient Yule's Q and Y, Tschuprow's T

Correlation, Variance and Covariance (Matrices)

Find the Correlations for a Set x of Variables With Set y Removed

Polychoric Correlation

C Statistic (Area Under the ROC Curve)

Calculate Divisors

Evaluates a Function Groupwise

Create a Factor Variable Using the Quantiles of a Continuous Variable

Count Complete Cases

Draw Regular Polygon(s)

Draw an Ellipse

The Frechet Distribution

Fractional Part and Maximal Digits of a Numeric Value

The Gompertz distribution

Convert Degrees to Radians and Vice Versa

Dense Ranks and Percent Ranks

Fast Alternative To The Internal do.call

DescToolsOptions

DescTools Options

Convert a Text to a Table

Format Numbers and Dates

Draw Elliptic Arc(s)

Draw Confidence Band

The Gumbel Distribution

GoodmanKruskalGamma

Goodman Kruskal's Gamma

GoodmanKruskalTau

Goodman Kruskal's Tau

Is a Specific Argument in the Dots-Arguments?

Check If an Object Is of Type Date

(Robust) Jarque Bera Test

Convert Line Coordinates To User Coordinates

Started Logarithmic Transformation and Its Inverse

JonckheereTerpstraTest

Exact Version of Jonckheere-Terpstra Test

Compute the Convex Combination of Two Colors

Dunnett's Test for Comparing Several Treatments With a Control

Calculate Digit Sum

DurbinWatsonTest

Durbin-Watson Test

Mode, Most Frequent Value(s)

Pairwise Calculations

Exact Page Test for Ordered Alternatives

Phrasing Results of t-Test

Number and Samples for Permutations or Combinations of a Set

Matrix of Hoeffding's D Statistics

HosmerLemeshowTest

Hosmer-Lemeshow Goodness of Fit Tests

Expected Frequencies

Test If a Variable Contains Only Two Unique Values

Maximal value of Rao's diversity coefficient also called quadratic entropy

Rao's Diversity Coefficient

Plot Circular Plot

Is a Distance Matrix Euclidean?

Local Outlier Factor

Last Observation Carried Forward

Shannon Entropy and Mutual Information

Lilliefors (Kolmogorov-Smirnov) Test for Normality

Greenhouse-Geisser And Huynh-Feldt Epsilons

Datasets for Simulation

Datasets for Probabilistic Simulation

(Weighted) Arithmetic Mean

Basic Date Functions

Plot a Correlation Matrix

Distributions of Maxima and Minima

Mean Absolute Deviation From a Center Point

Confidence Interval for the Median

Find the Midpoints of a Numeric Vector

Pearson Chi-Square Test for Normality

Plot Monthly or Seasonal Effects Of a Univariate Time Series

DescTools-package

Tools for Descriptive Statistics and Exploratory Data Analysis

Percentage Table

Fisher-Transformation for Correlation to z-Score

G-Test for Count Data

Convert h:m:s To/From Seconds

Determine Highly Correlated Variables

Greatest Common Divisor and Least Common Multiple

Hodges-Lehmann Estimator of Location

Check Windows Pointer

Draw a Back To Back Pyramid Plot

PlotCandlestick

Plot Candlestick Chart

QQ-Plot for Any Distribution

Scatterplot With Marginal Densities

Lagged Quotients

Weighted Quantiles

Create Pairs of Correlated Random Numbers

Draw a Bezier Curve

Some numeric checks

Check a Vector For Being Numeric, Zero Or a Whole Number

Plot a Web of Connected Points

Plot Missing Data

Robust Scaling With Median and Mad

PowerPoint Interface

Add Slides, Insert Texts and Plots to PowerPoint

Poisson Confidence Interval

Geometric Series

Produce a Shaded Curve

Several Methods of Depreciation of an Asset

String Alignment

String Abbreviation

(Weighted) Standard Deviation

Set the Names in an Object

Kappa for m Raters

Runs Test for Randomness

Find All Primes Less Than n

Spearman Rank Correlation

Round to Multiple

Sort Strings with Embedded Numbers Based on Their Numeric Order

Dunn's Test of Multiple Comparisons

Generate Dummy Codes for a Factor

Count Words in a String

Kendall's Tau-a

Kth Smallest/Largest Values

Does a String Contain Only Numeric Data

Extract Part of a String

Get Color on a Defined Color Range

The Generalized Extreme Value Distribution

Create a New Excel Instance

Geometric Transformations

Fibonacci Numbers

Confidence Interval for the Mean

Confidence Interval For Difference of Means

The Generalized Pareto Distribution

HotellingsT2Test

Hotelling's T2 Test

Gini Coefficient

Safe (generalized) Huber M-Estimator of Location

Generalized Logit and Inverse Logit Function

Confidence Intervals for Multinomial Proportions

Checks If An Integer Is Even Or Odd

List Variety Of Objects

List Objects, Functions Or Data in a Package

Merge Multiple Data Frames

IsPrime Property

Compute Distances Between Strings

Moses Test of Extreme Reactions

Create Table One Describing Baseline Characteristics

Plot Boxed Annotation

Comparison Table For Linear Models

Parse a Formula and Create a Model Frame

Periodic Payment of an Annuity.

Get PDF Manual of a Package From CRAN

DescTools Palettes

Some Custom Palettes

Bivariate Boxplot

Short Selection of Financial Mathematical Functions

Draw a Bubble Plot

ParseSASDatalines

Parse a SAS Dataline Command

Compute Gini-Simpson Coefficient

Logarithmic Plot

Add Error Bars to an Existing Plot

Ternary or Triangular Plots

Geometric Mean and Standard Deviation

Concentration Measures

ChiSquare Test for One Variance and F Test to Compare Two Variances

Reshape a Vector From Long to Wide Shape Or Vice Versa

Create a Treemap

Recyle a List of Elements

"Reverse" Gumbel Distribution Functions

Reverse Elements of a Vector or the Rows/Columns of Matrices, Tables or Data.frames

Saves an R Object Under a Different Name

Vector Rotation (Shift Elements)

Scheffe Test for Pairwise and Otherwise Comparisons

Woolf Test For Homogeneity in 2x2xk Tables

Effect Size Calculations for ANOVAs

Prime Factorization of Integers

Plot a Grid in Polar Coordinates

Password Dialog

Cleveland's Dot Plots

Frequency Table for a Single Variable

Retrieve a Function's Arguments

Uncertainty Coefficient

Standardized Model Coefficients

Measures of Shape

Skewness and Kurtosis

Intraclass Correlations (ICC1, ICC2, ICC3 From Shrout and Fleiss)

Identify Closest Match to a Color Given by a Hexadecimal String

Identify Points in Plot Lying Within a Rectangle or Polygon

Convert Roman Numerals to Integers

Rotate a Geometric Structure

Insert Caption to Word

Bivariate (Two-Dimensional) Frequency Distribution

WrdParagraphFormat

Get or Set the Paragraph Format in Word

Insert Active Plot to Word

Periodic Table of Elements

Finds many (all) roots of one equation within an interval

Merges Cells Of a Defined Word Table Range

Insert a Page Break

Kendall's Coefficient of Concordance W

Lehmacher's Test for Marginal Homogenity

Get a Handle to a Running Word Instance

Pad a String With Justification

Stratified Sampling

Compactly Display the Structure of any R Object

Find Position of First Occurrence Of a String

StuartMaxwellTest

Stuart-Maxwell Marginal Homogeneity Test

Convert a Hexstring Color to a Matrix With Three Red/Green/Blue Rows

Harmonic Mean and Its Confidence Interval

Create a New Word Instance

Save Word Document

Levene's Test for Homogeneity of Variance

Random Samples and Permutations

List Keywords For R Manual Pages

Get or Set the Style in Word

ISO 3166-1 Country Codes

Determines If And How Extensively Two Date Ranges Overlap

Find Matching (or Non-Matching) Elements

Converts String To a Table

Median Absolute Deviation

Confidence Intervals for the Variance

Theil's U Index of Inequality

Variance Inflation Factors

Formula Interface For smooth.spline

Krippendorff's Alpha Reliability Coefficient

Label, Unit Attribute of an Object

Goodman Kruskal Lambda

WrdInsertBookmark

Insert a Bookmark, Goto Bookmark and Update the Text of a Bookmark

Formula Interface for Split

Format Cells Of a Word Table

Return Some Randomly Chosen Elements of an Object

Mantel-Haenszel Chi-Square Test

Set Plot Margins

Standard Error of Mean

(Weighted) Median Value

Distributions of Order Statistics

Spell a String Using the NATO Phonetic or the Morse Alphabet

Measures of Accuracy

Measures of Accuracy

Transform Odds Ratio to Relative Risk

Combined Plot of a Time Series and Its ACF and PACF

Frequency Distribution Plot

Empirical Cumulative Distribution Function

Create an Area Plot

Plot a Function

Odds Ratio Estimation and Confidence Intervals

Plot Multiple Density Curves

Remove Leading/Trailing Whitespace From A String

TextContrastColor

Choose Textcolor Depending on Background Color

Student's t-Test Based on Sample Statistics

Pseudo R2 Statistics

Change Names of a Named Object

XLDateToPOSIXct

Convert Excel Dates to POSIXct

Point in Polygon

Plot Values on a Circular Grid

Reorder the Levels of a Factor

Plot a Venn Diagram

SendOutlookMail

Send a Mail Using Outlook as Mail Client

Add an Alpha Channel To a Color

Return the Cell Range Of a Word Table

Plot Violins Instead of Boxplots

The Reverse Weibull Distribution

Recode a Factor

Import Data Directly From Excel

Sort a Vector, a Matrix, a Table or a Data.frame

Split a Vector Into Several Pieces at Given Positions

Get or Set the Font in Word

DescTools Aliases

Some Aliases Set for Convenience

Split Path In Drive, Path, Filename

Reverse a String

StrLeft, StrRight

Returns the Left Or the Right Part Of a String

Stuart \(\tau_{c}\)

Save Excel File

Use MS-Excel as Viewer for a Data.Frame

Find the Nearest Named R-Color to a Given RGB-Color

System Information

Send Objects to Word

ShapiroFranciaTest

Shapiro-Francia Test for Normality

Replace NAs by 0

SiegelTukeyTest

Siegel-Tukey Test For Equality In Variability

Word VBA Constants

Yuen t-Test For Trimmed Means

Z Test for Known Population Standard Deviation

Classification of Scotch Single Malts

Build-in Constants Extension

Calculate the Zodiac of a Date

Spread Out a Vector of Numbers To a Minimum Interval

Capitalize the First Letter of a String

Date/Time/Directory Stamp the Current Plot

Truncate Strings and Add Ellipses If a String is Truncated.

Extract All Numeric Values From a String

Split a String into a Number of Sections of Defined Length

Vigenere Cypher

Von Neumann's Successive Difference Test

Calculate Tukey's Biweight Robust Mean

Describe a Variable by a Factor with Two Levels

Recover Original Data From Contingency Table

Winsorize (Replace Extreme Values by Less Extreme Ones)

Execute Function with Temporary Options

Insert a Table in a Word Document

as.matrix.xtabs

Convert xtabs To matrix

axTicks.POSIXct

Compute Axis Tickmark Locations (For POSIXct Axis)

Add a Linear Regression Line

Add a Loess or a Spline Smoother

WrdTableBorders

Draw Borders to a Word Table

identify.formula

Identify Points In a Plot Using a Formula

Concatenates Two Strings Without Any Separator

power.chisq.test

Power Calculations for ChiSquared Tests

Raw Simple And Extended Percentage Agreement

Add a Month to a Date in YearMonth Format

Display Compact Abstract of a Data Frame

Append Elements to Objects

Insert an Arrow Into a Plot

Add a Month to a Date

Index Vector of All Values Involved in Ties

Area Under the Curve

Combine Multidimensional Arrays