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DescTools

Tools for Descriptive Statistics and Exploratory Data Analysis

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Install

install.packages('DescTools')

Monthly Downloads

94,600

Version

0.99.32

License

GPL (>= 2)

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Repository

https://github.com/AndriSignorell/DescTools/

Maintainer

Andri Signorell

Last Published

January 17th, 2020

Functions in DescTools (0.99.32)

AndersonDarlingTest

Anderson-Darling Test of Goodness-of-Fit

Add the Value Labels to a Barplot

Add a Month to a Date

Place a Break Mark on an Axis

Display Compact Abstract of a Data Frame

Benford's Distribution

Base Conversions

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

Area Under the Curve

Raw Simple And Extended Percentage Agreement

BartelsRankTest

Bartels Rank Test of Randomness

Add a Month to a Date in YearMonth Format

Barnard's Unconditional Test

Confidence Intervals for the Ratio of Binomial and Multinomial Proportions

Combine Multidimensional Arrays

Add Text in a Box to a Plot

Between, Outside

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

Convert ASCII Codes to Characters and Vice Versa

Append Elements to Objects

Breslow-Day Test for Homogeneity of the Odds Ratios

Transform Cartesian to Polar/Spherical Coordinates and Vice Versa

Canvas for Geometric Plotting

Return the First Element Not Being NA

Brier Score for Assessing Prediction Accuracy

BreuschGodfreyTest

Breusch-Godfrey Test

Insert an Arrow Into a Plot

Association Measures

Atkinson Index - A Measure of Inequality.

Simple Bootstrap Confidence Intervals

Get All Pairs Out of One or Two Sets of Elements

CochranArmitageTest

Cochran-Armitage Test for Trend

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

Get Aspect Ratio of the Current Plot

Coefficient of Variation

Box Cox Transformation

Automatic Selection of Box Cox Transformation Parameter

Cochran's Q test

Function to write a table

Obtain statistic of centrality

Polychoric Correlation

Confidence Intervals for Binomial Proportions

Confidence Interval for a Difference of Binomials

Find the Closest Value

Cohen's Kappa and Weighted Kappa

Cohen's Effect Size

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

Conover's Test of Multiple Comparisons

Create a Factor Variable Using the Quantiles of a Continuous Variable

Datasets for Simulation

Datasets for Probabilistic Simulation

Add a Legend to a Bubble Plot

Concordance Correlation Coefficient

R Color to HSV Conversion

Draw Elliptic Arc(s)

Count Complete Cases

CompleteColumns

Find Complete Columns

Color to RGB Conversion

Get HWZ Datasets

Concordant and Discordant Pairs

DescTools-package

Tools for Descriptive Statistics and Exploratory Data Analysis

Pairwise Contrasts

Cronbach's Coefficient Alpha

Convert Colors to Grey/Grayscale

Collapse Levels of a Table

Convert a Color or a RGB-color Into Hex String

Vector Cross Product

Correlation, Variance and Covariance (Matrices)

Confusion Matrix And Associated Statistics

Add Connection Lines to a Barplot

Unit Conversion and Metrix Prefixes

Basic Date Functions

Dense Ranks and Percent Ranks

DurbinWatsonTest

Durbin-Watson Test

Shannon Entropy and Mutual Information

CramerVonMisesTest

Cramer-von Mises Test for Normality

Add a ColorLegend to a Plot

C Statistic (Area Under the ROC Curve)

Evaluates a Function Groupwise

Fast Alternative To The Internal do.call

Association measures

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

n-dimensional Vector Cross Product

Convert Degrees to Radians and Vice Versa

DescToolsOptions

DescTools Options

Draw an Ellipse

Distributions of Maxima and Minima

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

Expected Frequencies

Generate Dummy Codes for a Factor

Effect Size Calculations for ANOVAs

Calculate Divisors

The Generalized Pareto Distribution

Draw Regular Polygon(s)

Fisher-Transformation for Correlation to z-Score

Draw Confidence Band

Geometric Series

Draw a Bezier Curve

Prime Factorization of Integers

Fibonacci Numbers

Add Error Bars to an Existing Plot

The Frechet Distribution

Concentration Measures

Greenhouse-Geisser And Huynh-Feldt Epsilons

The Gumbel Distribution

Retrieve a Function's Arguments

GoodmanKruskalGamma

Goodman Kruskal's Gamma

GoodmanKruskalTau

Goodman Kruskal's Tau

Is a Specific Argument in the Dots-Arguments?

The Generalized Extreme Value Distribution

G-Test for Count Data

Geometric Transformations

Get a Handle to a Running Word Instance

Harmonic Mean and Its Confidence Interval

Frequency Table for a Single Variable

Calculate Digit Sum

Rao's Diversity Coefficient

Create a New Word Instance

Dunn's Test of Multiple Comparisons

Dunnett's Test for Comparing Several Treatments With a Control

Create a New Excel Instance

Safe (generalized) Huber M-Estimator of Location

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

Convert h:m:s To/From Seconds

(Robust) Jarque Bera Test

JonckheereTerpstraTest

Exact Version of Jonckheere-Terpstra Test

Get Color on a Defined Color Range

Identify Closest Match to a Color Given by a Hexadecimal String

Lehmacher's Test for Marginal Homogenity

Measures of Accuracy

Measures of Accuracy

Determine Highly Correlated Variables

Mode, Most Frequent Value(s)

Mantel-Haenszel Chi-Square Test

Format Numbers and Dates

Moses Test of Extreme Reactions

Distributions of Order Statistics

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

Identify Points in Plot Lying Within a Rectangle or Polygon

List Keywords For R Manual Pages

Odds Ratio Estimation and Confidence Intervals

The (weighted) Interquartile Range

Fractional Part and Maximal Digits of a Numeric Value

Gini Coefficient

Check If an Object Is of Type Date

Compute Gini-Simpson Coefficient

Parse a Formula and Create a Model Frame

Is a Distance Matrix Euclidean?

Test If a Variable Contains Only Two Unique Values

Kendall's \(\tau_{a}\)

Hodges-Lehmann Estimator of Location

Matrix of Hoeffding's D Statistics

Kappa for m Raters

Fill in NA values with the values of the nearest neighbours

Local Outlier Factor

Kendall's \(\tau_{b}\)

Label, Unit Attribute of an Object

Compute the Convex Combination of Two Colors

Convert Line Coordinates To User Coordinates

Find the Midpoints of a Numeric Vector

Phrasing Results of t-Test

Transform Odds Ratio to Relative Risk

ParseSASDatalines

Parse a SAS Dataline Command

Kendall's Coefficient of Concordance W

Krippendorff's Alpha Reliability Coefficient

Combined Plot of a Time Series and Its ACF and PACF

Number and Samples for Permutations or Combinations of a Set

Percentage Table

Lagged Quotients

Plot a Venn Diagram

Plot Missing Data

Scatterplot With Marginal Densities

Plot Circular Plot

Create a Treemap

Last Observation Carried Forward

Frequency Distribution Plot

QQ-Plot for Any Distribution

Find All Primes Less Than n

Pseudo R2 Statistics

Generalized Logit and Inverse Logit Function

Ternary or Triangular Plots

Plot a Function

Started Logarithmic Transformation and Its Inverse

Equivalent Opaque Color for Transparent Color

Get PDF Manual of a Package From CRAN

Lilliefors (Kolmogorov-Smirnov) Test for Normality

Standard Error of Mean

Confidence Interval For Difference of Means

Median Absolute Deviation

Levene's Test for Homogeneity of Variance

Password Dialog

List Variety Of Objects

List Objects, Functions Or Data in a Package

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

Random Samples and Permutations

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

Reorder the Levels of a Factor

Convert a Text to a Table

Empirical Cumulative Distribution Function

Create an Area Plot

Plot Violins Instead of Boxplots

Plot a Web of Connected Points

Bivariate Boxplot

Pearson Chi-Square Test for Normality

Bivariate (Two-Dimensional) Frequency Distribution

Poisson Confidence Interval

Mean Absolute Deviation From a Center Point

ShapiroFranciaTest

Shapiro-Francia Test for Normality

Sort Strings with Embedded Numbers Based on Their Numeric Order

Compute Distances Between Strings

Greatest Common Divisor and Least Common Multiple

Spearman Rank Correlation

SiegelTukeyTest

Siegel-Tukey Test For Equality In Variability

Geometric Mean and Standard Deviation

Count Words in a String

Confidence Interval for the Mean

Plot a Grid in Polar Coordinates

StuartMaxwellTest

Stuart-Maxwell Marginal Homogeneity Test

Stratified Sampling

HosmerLemeshowTest

Hosmer-Lemeshow Goodness of Fit Tests

The Gompertz distribution

Pairwise Calculations

DescTools Palettes

Some Custom Palettes

Several Methods of Depreciation of an Asset

(Weighted) Standard Deviation

Merge Multiple Data Frames

Stuart \(\tau_{c}\)

HotellingsT2Test

Hotelling's T2 Test

PlotCandlestick

Plot Candlestick Chart

Draw a Bubble Plot

Set the Names in an Object

Change Names of a Named Object

Create Pairs of Correlated Random Numbers

Measures of Shape

Skewness and Kurtosis

Produce a Shaded Curve

Robust Scaling With Median and Mad

Spread Out a Vector of Numbers To a Minimum Interval

Formula Interface For smooth.spline

Checks If An Integer Is Even Or Odd

IsPrime Property

Split a String into a Number of Sections of Defined Length

Capitalize the First Letter of a String

Return Some Randomly Chosen Elements of an Object

Plot Multiple Density Curves

Recode a Factor

Extended Scatterplot Matrices

PowerPoint Interface

Add Slides, Insert Texts and Plots to PowerPoint

Logarithmic Plot

Date/Time/Directory Stamp the Current Plot

Check Windows Pointer

Standardized Model Coefficients

Recyle a List of Elements

Some numeric checks

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

Winsorize (Replace Extreme Values by Less Extreme Ones)

Send Objects to Word

System Information

Execute Function with Temporary Options

Send Objects to Word and Bookmark Them

Round to Multiple

Goodman Kruskal Lambda

Truncate Strings and Add Ellipses If a String is Truncated.

Kth Smallest/Largest Values

Compactly Display the Structure of any R Object

Set Plot Margins and Distances

Saves an R Object Under a Different Name

Runs Test for Randomness

Merges Cells Of a Defined Word Table Range

WrdInsertBookmark

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

(Weighted) Arithmetic Mean

(Weighted) Median Value

Confidence Interval for the Median

Confidence Intervals for Multinomial Proportions

Spell a String Using the NATO Phonetic or the Morse Alphabet

Remove Leading/Trailing Whitespace From A String

Extract All Numeric Values From a String

Periodic Payment of an Annuity.

Short Selection of Financial Mathematical Functions

Exact Page Test for Ordered Alternatives

Plot a Correlation Matrix

Cleveland's Dot Plots

Create Table One Describing Baseline Characteristics

Student's t-Test Based on Sample Statistics

Comparison Table For Linear Models

Send a Plot to Word and Bookmark it

Scheffe Test for Pairwise and Otherwise Comparisons

Draw a Back To Back Pyramid Plot

Plot Monthly or Seasonal Effects Of a Univariate Time Series

Plot Values on a Circular Grid

The Reverse Weibull Distribution

Weighted Quantiles

"Reverse" Gumbel Distribution Functions

Point in Polygon

TextContrastColor

Choose Textcolor Depending on Background Color

Extract Part of a String

Reverse a String

Converts String To a Table

Theil's U Index of Inequality

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

Does a String Contain Only Numeric Data

StrLeft, StrRight

Returns the Left Or the Right Part Of a String

Vigenere Cypher

Convert Roman Numerals to Integers

Recover Original Data From Contingency Table

Variance Inflation Factors

Confidence Intervals for the Variance

Insert a Page Break

Classification of Scotch Single Malts

Get or Set the Style in Word

Insert a Table in a Word Document

Von Neumann's Successive Difference Test

Rotate a Geometric Structure

SendOutlookMail

Send a Mail Using Outlook as Mail Client

DescTools Aliases

Some Aliases Set for Convenience

WrdParagraphFormat

Get or Set the Paragraph Format in Word

Formula Interface for Split

XLDateToPOSIXct

Convert Excel Dates to POSIXct

WrdTableBorders

Draw Borders to a Word Table

Calculate the Zodiac of a Date

power.chisq.test

Power Calculations for ChiSquared Tests

as.matrix.xtabs

Convert xtabs To matrix

Insert Caption to Word

Add an Alpha Channel To a Color

Return the Cell Range Of a Word Table

String Alignment

Find Position of First Occurrence Of a String

Pad a String With Justification

Split Path In Drive, Path, Filename

Split a Vector Into Several Pieces at Given Positions

Use MS-Excel as Viewer for a Data.Frame

String Abbreviation

Plot Boxed Annotation

Reshape a Vector From Long to Wide Shape Or Vice Versa

Uncertainty Coefficient

Find Matching (or Non-Matching) Elements

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

Word VBA Constants

Add a Linear Regression Line

axTicks.POSIXct

Compute Axis Tickmark Locations (For POSIXct Axis)

Yuen t-Test For Trimmed Means

ISO 3166-1 Country Codes

Calculate Tukey's Biweight Robust Mean

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

Vector Rotation (Shift Elements)

Describe a Variable by a Factor with Two Levels

Insert Active Plot to Word

Return a Handle to a Word Bookmark Given as Name

Format Cells Of a Word Table

Save Excel File

Build-in Constants Extension

Import Data Directly From Excel

identify.formula

Identify Points In a Plot Using a Formula

Woolf Test For Homogeneity in 2x2xk Tables

Get or Set the Font in Word

Determines If And How Extensively Two Date Ranges Overlap

Open and Save Word Documents

Z Test for Known Population Standard Deviation

Replace NAs by 0

Concatenates Two Strings Without Any Separator

Add a Loess or a Spline Smoother

Periodic Table of Elements

Index Vector of All Values Involved in Ties