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DescTools

Tools for Descriptive Statistics and Exploratory Data Analysis

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Install

install.packages('DescTools')

Monthly Downloads

104,795

Version

0.99.33

License

GPL (>= 2)

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Repository

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

Maintainer

Andri Signorell

Last Published

March 10th, 2020

Functions in DescTools (0.99.33)

Combine Multidimensional Arrays

Area Under the Curve

Raw Simple And Extended Percentage Agreement

Index Vector of All Values Involved in Ties

Add a Month to a Date

Test Multiple Objects for Exact Equality

Atkinson Index - A Measure of Inequality.

AndersonDarlingTest

Anderson-Darling Test of Goodness-of-Fit

Add a Month to a Date in YearMonth Format

Display Compact Abstract of a Data Frame

Add the Value Labels to a Barplot

Place a Break Mark on an Axis

Confidence Intervals for the Ratio of Binomial and Multinomial Proportions

BartelsRankTest

Bartels Rank Test of Randomness

Insert an Arrow Into a Plot

Barnard's Unconditional Test

Confidence Interval for a Difference of Binomials

Append Elements to Objects

Get Aspect Ratio of the Current Plot

Benford's Distribution

Between, Outside

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

Breslow-Day Test for Homogeneity of the Odds Ratios

Cohen's Effect Size

Association Measures

Convert ASCII Codes to Characters and Vice Versa

Base Conversions

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

Color to RGB Conversion

Transform Cartesian to Polar/Spherical Coordinates and Vice Versa

Box Cox Transformation

Automatic Selection of Box Cox Transformation Parameter

Coefficient of Variation

Function to write a table

Simple Bootstrap Confidence Intervals

Add Text in a Box to a Plot

Confidence Intervals for Binomial Proportions

Concordance Correlation Coefficient

Collapse Levels of a Table

CochranArmitageTest

Cochran-Armitage Test for Trend

Add a Legend to a Bubble Plot

Brier Score for Assessing Prediction Accuracy

BreuschGodfreyTest

Breusch-Godfrey Test

Cochran's Q test

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

Covariance and Correlation (Matrices)

Add a ColorLegend to a Plot

Convert a Color or a RGB-color Into Hex String

Cronbach's Coefficient Alpha

Canvas for Geometric Plotting

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

Vector Cross Product

Find the Closest Value

Return the First Element Not Being NA

Obtain statistic of centrality

Convert Colors to Grey/Grayscale

R Color to HSV Conversion

Add Connection Lines to a Barplot

Cohen's Kappa and Weighted Kappa

Conover's Test of Multiple Comparisons

Concordant and Discordant Pairs

Count Complete Cases

n-dimensional Vector Cross Product

CramerVonMisesTest

Cramer-von Mises Test for Normality

Polychoric Correlation

CompleteColumns

Find Complete Columns

Count Work Days Between Two Dates

Get HWZ Datasets

Association measures

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

Basic Date Functions

Evaluates a Function Groupwise

Confusion Matrix And Associated Statistics

Convert Degrees to Radians and Vice Versa

C Statistic (Area Under the ROC Curve)

Fast Alternative To The Internal do.call

Draw Elliptic Arc(s)

Datasets for Simulation

Datasets for Probabilistic Simulation

Get All Pairs Out of One or Two Sets of Elements

Dunn's Test of Multiple Comparisons

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

Dunnett's Test for Comparing Several Treatments With a Control

Calculate Digit Sum

Create a Factor Variable Using the Quantiles of a Continuous Variable

Rao's Diversity Coefficient

Generate Dummy Codes for a Factor

Draw Confidence Band

Greenhouse-Geisser And Huynh-Feldt Epsilons

Unit Conversion and Metrix Prefixes

Pairwise Contrasts

Draw Regular Polygon(s)

Dense Ranks and Percent Ranks

Calculate Divisors

Effect Size Calculations for ANOVAs

Add Error Bars to an Existing Plot

Draw a Bezier Curve

DescToolsOptions

DescTools Options

Geometric Mean and Standard Deviation

Draw an Ellipse

DescTools-package

Tools for Descriptive Statistics and Exploratory Data Analysis

G-Test for Count Data

Expected Frequencies

Get Color on a Defined Color Range

Identify Closest Match to a Color Given by a Hexadecimal String

DurbinWatsonTest

Durbin-Watson Test

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

Gini Coefficient

The Generalized Extreme Value Distribution

Convert a Text to a Table

Determine Highly Correlated Variables

Frequency Table for a Single Variable

Shannon Entropy and Mutual Information

Fisher-Transformation for Correlation to z-Score

Distributions of Maxima and Minima

Fibonacci Numbers

Compute Gini-Simpson Coefficient

The Frechet Distribution

The Gompertz distribution

Create a New Word Instance

Identify Points in Plot Lying Within a Rectangle or Polygon

Retrieve a Function's Arguments

Harmonic Mean and Its Confidence Interval

Fractional Part and Maximal Digits of a Numeric Value

Check Windows Pointer

Prime Factorization of Integers

The (weighted) Interquartile Range

Greatest Common Divisor and Least Common Multiple

Format Numbers and Dates

Matrix of Hoeffding's D Statistics

Convert h:m:s To/From Seconds

Create a New Excel Instance

Is a Specific Argument in the Dots-Arguments?

Hodges-Lehmann Estimator of Location

Bivariate (Two-Dimensional) Frequency Distribution

Geometric Series

Safe (generalized) Huber M-Estimator of Location

Geometric Transformations

Check If an Object Is of Type Date

Some numeric checks

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

Concentration Measures

Checks If An Integer Is Even Or Odd

Get a Handle to a Running Word Instance

Lehmacher's Test for Marginal Homogenity

GoodmanKruskalGamma

Goodman Kruskal's Gamma

The Generalized Pareto Distribution

Test If a Variable Contains Only Two Unique Values

Measures of Accuracy

Measures of Accuracy

GoodmanKruskalTau

Goodman Kruskal's Tau

JonckheereTerpstraTest

Exact Version of Jonckheere-Terpstra Test

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

IsPrime Property

HotellingsT2Test

Hotelling's T2 Test

Is a Distance Matrix Euclidean?

HosmerLemeshowTest

Hosmer-Lemeshow Goodness of Fit Tests

Set Plot Margins and Distances

The Gumbel Distribution

Fill in NA values with the values of the nearest neighbours

Mantel-Haenszel Chi-Square Test

(Robust) Jarque Bera Test

Kappa for m Raters

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

List Keywords For R Manual Pages

Kendall's Coefficient of Concordance W

Local Outlier Factor

(Weighted) Arithmetic Mean

Started Logarithmic Transformation and Its Inverse

Mode, Most Frequent Value(s)

Kth Smallest/Largest Values

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

Confidence Interval for the Median

Label, Unit Attribute of an Object

Generalized Logit and Inverse Logit Function

Goodman Kruskal Lambda

(Weighted) Median Value

Convert Line Coordinates To User Coordinates

List Variety Of Objects

List Objects, Functions Or Data in a Package

Krippendorff's Alpha Reliability Coefficient

Moses Test of Extreme Reactions

Odds Ratio Estimation and Confidence Intervals

Pairwise Calculations

Compute the Convex Combination of Two Colors

Find the Midpoints of a Numeric Vector

Confidence Interval for the Mean

Parse a Formula and Create a Model Frame

Mean Absolute Deviation From a Center Point

Merge Multiple Data Frames

Lilliefors (Kolmogorov-Smirnov) Test for Normality

Get PDF Manual of a Package From CRAN

Levene's Test for Homogeneity of Variance

Last Observation Carried Forward

Combined Plot of a Time Series and Its ACF and PACF

DescTools Palettes

Some Custom Palettes

Phrasing Results of t-Test

Logarithmic Plot

Confidence Interval For Difference of Means

Transform Odds Ratio to Relative Risk

Plot Monthly or Seasonal Effects Of a Univariate Time Series

Distributions of Order Statistics

Pearson Chi-Square Test for Normality

Confidence Intervals for Multinomial Proportions

Percentage Table

Password Dialog

Draw a Bubble Plot

Standard Error of Mean

Median Absolute Deviation

ParseSASDatalines

Parse a SAS Dataline Command

Periodic Payment of an Annuity.

Bivariate Boxplot

Plot a Correlation Matrix

Exact Page Test for Ordered Alternatives

Number and Samples for Permutations or Combinations of a Set

Short Selection of Financial Mathematical Functions

Scatterplot With Marginal Densities

Create an Area Plot

Poisson Confidence Interval

Plot a Grid in Polar Coordinates

Plot Circular Plot

PlotCandlestick

Plot Candlestick Chart

Point in Polygon

Weighted Quantiles

Plot Missing Data

Plot Multiple Density Curves

How Long Has the RSession Been Running?

The Reverse Weibull Distribution

Recyle a List of Elements

Extended Scatterplot Matrices

Lagged Quotients

Frequency Distribution Plot

Equivalent Opaque Color for Transparent Color

Plot a Function

(Weighted) Standard Deviation

Plot Values on a Circular Grid

Ternary or Triangular Plots

Empirical Cumulative Distribution Function

Draw a Back To Back Pyramid Plot

Pseudo R2 Statistics

Find All Primes Less Than n

QQ-Plot for Any Distribution

Cleveland's Dot Plots

Runs Test for Randomness

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

Saves an R Object Under a Different Name

"Reverse" Gumbel Distribution Functions

Plot a Web of Connected Points

Plot Violins Instead of Boxplots

Create a Treemap

Spearman Rank Correlation

Split a Vector Into Several Pieces at Given Positions

Compactly Display the Structure of any R Object

Scheffe Test for Pairwise and Otherwise Comparisons

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

SendOutlookMail

Send a Mail Using Outlook as Mail Client

Recode a Factor

Plot a Venn Diagram

PowerPoint Interface

Add Slides, Insert Texts and Plots to PowerPoint

Compute Distances Between Strings

Several Methods of Depreciation of an Asset

Create Pairs of Correlated Random Numbers

Produce a Shaded Curve

String Abbreviation

Robust Scaling With Median and Mad

Convert Roman Numerals to Integers

Random Samples and Permutations

Extract Part of a String

Change Names of a Named Object

Reorder the Levels of a Factor

Formula Interface For smooth.spline

Sort Strings with Embedded Numbers Based on Their Numeric Order

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

Measures of Shape

Skewness and Kurtosis

ShapiroFranciaTest

Shapiro-Francia Test for Normality

TextContrastColor

Choose Textcolor Depending on Background Color

Rotate a Geometric Structure

Converts String To a Table

String Alignment

Date/Time/Directory Stamp the Current Plot

SiegelTukeyTest

Siegel-Tukey Test For Equality In Variability

Round to Multiple

Truncate Strings and Add Ellipses If a String is Truncated.

Add an Alpha Channel To a Color

Capitalize the First Letter of a String

Standardized Model Coefficients

Remove Leading/Trailing Whitespace From A String

Set the Names in an Object

Find Position of First Occurrence Of a String

Split a String into a Number of Sections of Defined Length

Reverse a String

Return Some Randomly Chosen Elements of an Object

Send Objects to Word and Bookmark Them

StuartMaxwellTest

Stuart-Maxwell Marginal Homogeneity Test

Create Table One Describing Baseline Characteristics

Send a Plot to Word and Bookmark it

Stuart \(\tau_{c}\)

Variance Inflation Factors

Does a String Contain Only Numeric Data

Count Words in a String

Split Path In Drive, Path, Filename

Describe a Variable by a Factor with Two Levels

Return a Handle to a Word Bookmark Given as Name

Student's t-Test Based on Sample Statistics

Uncertainty Coefficient

Spread Out a Vector of Numbers To a Minimum Interval

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

System Information

StrLeft, StrRight

Returns the Left Or the Right Part Of a String

Spell a String Using the NATO Phonetic or the Morse Alphabet

Pad a String With Justification

Insert Caption to Word

Recover Original Data From Contingency Table

Theil's U Index of Inequality

Comparison Table For Linear Models

Plot Boxed Annotation

Extract All Numeric Values From a String

Vector Rotation (Shift Elements)

Merges Cells Of a Defined Word Table Range

Woolf Test For Homogeneity in 2x2xk Tables

Replace NAs by 0

Insert a Page Break

Calculate the Zodiac of a Date

Execute Function with Temporary Options

Stratified Sampling

Vigenere Cypher

Reshape a Vector From Long to Wide Shape Or Vice Versa

Return the Cell Range Of a Word Table

Get or Set the Font in Word

Periodic Table of Elements

WrdTableBorders

Draw Borders to a Word Table

Confidence Intervals for the Variance

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

Send Objects to Word

WrdParagraphFormat

Get or Set the Paragraph Format in Word

as.matrix.xtabs

Convert xtabs To matrix

Von Neumann's Successive Difference Test

Insert Active Plot to Word

Classification of Scotch Single Malts

ISO 3166-1 Country Codes

Calculate Tukey's Biweight Robust Mean

Insert a Table in a Word Document

axTicks.POSIXct

Compute Axis Tickmark Locations (For POSIXct Axis)

Winsorize (Replace Extreme Values by Less Extreme Ones)

Import Data Directly From Excel

Add a Loess or a Spline Smoother

XLDateToPOSIXct

Convert Excel Dates to POSIXct

van der Waerden Test

Build-in Constants Extension

DescTools Aliases

Some Aliases Set for Convenience

Add a Linear Regression Line

Find Matching (or Non-Matching) Elements

Z Test for Known Population Standard Deviation

Yuen t-Test For Trimmed Means

Concatenates Two Strings Without Any Separator

Word VBA Constants

Format Cells Of a Word Table

WrdInsertBookmark

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

Determines If And How Extensively Two Date Ranges Overlap

power.chisq.test

Power Calculations for ChiSquared Tests

Open and Save Word Documents

Formula Interface for Split

Save Excel File

Get or Set the Style in Word

Use MS-Excel as Viewer for a Data.Frame

identify.formula

Identify Points In a Plot Using a Formula