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DescTools

Tools for Descriptive Statistics and Exploratory Data Analysis

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install.packages('DescTools')

Monthly Downloads

104,795

Version

0.99.34

License

GPL (>= 2)

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Repository

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

Maintainer

Andri Signorell

Last Published

March 12th, 2020

Functions in DescTools (0.99.34)

Combine Multidimensional Arrays

Add the Value Labels to a Barplot

Place a Break Mark on an Axis

Association Measures

Simple Bootstrap Confidence Intervals

Insert an Arrow Into a Plot

Convert ASCII Codes to Characters and Vice Versa

Atkinson Index - A Measure of Inequality.

Confidence Intervals for the Ratio of Binomial and Multinomial Proportions

Barnard's Unconditional Test

Benford's Distribution

Brier Score for Assessing Prediction Accuracy

Box Cox Transformation

Between, Outside

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

Confidence Interval for a Difference of Binomials

Automatic Selection of Box Cox Transformation Parameter

BartelsRankTest

Bartels Rank Test of Randomness

Base Conversions

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

Obtain statistic of centrality

Cochran's Q test

Breslow-Day Test for Homogeneity of the Odds Ratios

Confidence Intervals for Binomial Proportions

Get Aspect Ratio of the Current Plot

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

Transform Cartesian to Polar/Spherical Coordinates and Vice Versa

BreuschGodfreyTest

Breusch-Godfrey Test

CochranArmitageTest

Cochran-Armitage Test for Trend

Add Text in a Box to a Plot

Convert a Color or a RGB-color Into Hex String

Add a Legend to a Bubble Plot

Color to RGB Conversion

Collapse Levels of a Table

Function to write a table

Count Work Days Between Two Dates

Canvas for Geometric Plotting

Cohen's Kappa and Weighted Kappa

Cronbach's Coefficient Alpha

Coefficient of Variation

Find the Closest Value

Cohen's Effect Size

Add Connection Lines to a Barplot

Concordance Correlation Coefficient

R Color to HSV Conversion

Calculate Digit Sum

Convert Colors to Grey/Grayscale

Get HWZ Datasets

Polychoric Correlation

Vector Cross Product

CramerVonMisesTest

Cramer-von Mises Test for Normality

Add a ColorLegend to a Plot

Association measures

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

Count Complete Cases

Return the First Element Not Being NA

Rao's Diversity Coefficient

CompleteColumns

Find Complete Columns

Conover's Test of Multiple Comparisons

C Statistic (Area Under the ROC Curve)

Concordant and Discordant Pairs

Basic Date Functions

Covariance and Correlation (Matrices)

Get All Pairs Out of One or Two Sets of Elements

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

Convert Degrees to Radians and Vice Versa

Shannon Entropy and Mutual Information

Draw an Ellipse

Calculate Divisors

Dense Ranks and Percent Ranks

Unit Conversion and Metrix Prefixes

Confusion Matrix And Associated Statistics

Distributions of Maxima and Minima

n-dimensional Vector Cross Product

The Frechet Distribution

DescTools-package

Tools for Descriptive Statistics and Exploratory Data Analysis

DurbinWatsonTest

Durbin-Watson Test

Fast Alternative To The Internal do.call

DescToolsOptions

DescTools Options

Prime Factorization of Integers

Evaluates a Function Groupwise

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

Get Color on a Defined Color Range

Draw Confidence Band

Pairwise Contrasts

Frequency Table for a Single Variable

Determine Highly Correlated Variables

Fisher-Transformation for Correlation to z-Score

Draw a Bezier Curve

Effect Size Calculations for ANOVAs

Fibonacci Numbers

Retrieve a Function's Arguments

Draw Regular Polygon(s)

Format Numbers and Dates

Bivariate (Two-Dimensional) Frequency Distribution

Create a Factor Variable Using the Quantiles of a Continuous Variable

Fractional Part and Maximal Digits of a Numeric Value

Geometric Mean and Standard Deviation

Convert a Text to a Table

Compute Gini-Simpson Coefficient

Gini Coefficient

Datasets for Simulation

Datasets for Probabilistic Simulation

Generate Dummy Codes for a Factor

Geometric Series

Draw Elliptic Arc(s)

The Generalized Pareto Distribution

Expected Frequencies

Greatest Common Divisor and Least Common Multiple

The Gumbel Distribution

Harmonic Mean and Its Confidence Interval

Greenhouse-Geisser And Huynh-Feldt Epsilons

Dunnett's Test for Comparing Several Treatments With a Control

Add Error Bars to an Existing Plot

Convert h:m:s To/From Seconds

Is a Specific Argument in the Dots-Arguments?

Geometric Transformations

G-Test for Count Data

Create a New Word Instance

Dunn's Test of Multiple Comparisons

The (weighted) Interquartile Range

The Generalized Extreme Value Distribution

Checks If An Integer Is Even Or Odd

Concentration Measures

The Gompertz distribution

Get a Handle to a Running Word Instance

Identify Closest Match to a Color Given by a Hexadecimal String

Test If a Variable Contains Only Two Unique Values

Identify Points in Plot Lying Within a Rectangle or Polygon

Check Windows Pointer

Is a Distance Matrix Euclidean?

Create a New Excel Instance

Matrix of Hoeffding's D Statistics

HosmerLemeshowTest

Hosmer-Lemeshow Goodness of Fit Tests

GoodmanKruskalTau

Goodman Kruskal's Tau

Some numeric checks

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

Hodges-Lehmann Estimator of Location

Kappa for m Raters

GoodmanKruskalGamma

Goodman Kruskal's Gamma

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

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

HotellingsT2Test

Hotelling's T2 Test

Safe (generalized) Huber M-Estimator of Location

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

Check If an Object Is of Type Date

IsPrime Property

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

Measures of Accuracy

Measures of Accuracy

Goodman Kruskal Lambda

Kth Smallest/Largest Values

List Keywords For R Manual Pages

Kendall's Coefficient of Concordance W

(Weighted) Arithmetic Mean

Started Logarithmic Transformation and Its Inverse

Set Plot Margins and Distances

Confidence Intervals for Multinomial Proportions

Mantel-Haenszel Chi-Square Test

Last Observation Carried Forward

Fill in NA values with the values of the nearest neighbours

Krippendorff's Alpha Reliability Coefficient

Levene's Test for Homogeneity of Variance

Generalized Logit and Inverse Logit Function

Lehmacher's Test for Marginal Homogenity

(Robust) Jarque Bera Test

Logarithmic Plot

Lilliefors (Kolmogorov-Smirnov) Test for Normality

Plot Multiple Density Curves

Plot Violins Instead of Boxplots

Plot Circular Plot

Convert Line Coordinates To User Coordinates

Plot a Web of Connected Points

Confidence Interval For Difference of Means

Short Selection of Financial Mathematical Functions

Extended Scatterplot Matrices

Label, Unit Attribute of an Object

Standard Error of Mean

ParseSASDatalines

Parse a SAS Dataline Command

Local Outlier Factor

Odds Ratio Estimation and Confidence Intervals

Parse a Formula and Create a Model Frame

Find the Midpoints of a Numeric Vector

Change Names of a Named Object

JonckheereTerpstraTest

Exact Version of Jonckheere-Terpstra Test

Distributions of Order Statistics

List Variety Of Objects

List Objects, Functions Or Data in a Package

(Weighted) Median Value

Confidence Interval for the Median

Moses Test of Extreme Reactions

Transform Odds Ratio to Relative Risk

Median Absolute Deviation

Merge Multiple Data Frames

Periodic Payment of an Annuity.

Mean Absolute Deviation From a Center Point

Get PDF Manual of a Package From CRAN

Pearson Chi-Square Test for Normality

Compute the Convex Combination of Two Colors

Mode, Most Frequent Value(s)

Robust Scaling With Median and Mad

Phrasing Results of t-Test

Password Dialog

Convert Roman Numerals to Integers

Confidence Interval for the Mean

Exact Page Test for Ordered Alternatives

DescTools Palettes

Some Custom Palettes

Number and Samples for Permutations or Combinations of a Set

Pairwise Calculations

Reorder the Levels of a Factor

Percentage Table

Scatterplot With Marginal Densities

Combined Plot of a Time Series and Its ACF and PACF

Plot Missing Data

SendOutlookMail

Send a Mail Using Outlook as Mail Client

Return Some Randomly Chosen Elements of an Object

Scheffe Test for Pairwise and Otherwise Comparisons

Frequency Distribution Plot

Bivariate Boxplot

Cleveland's Dot Plots

Create an Area Plot

Create a Treemap

Draw a Bubble Plot

Plot a Correlation Matrix

PlotCandlestick

Plot Candlestick Chart

Plot Values on a Circular Grid

Plot a Venn Diagram

Draw a Back To Back Pyramid Plot

Split a String into a Number of Sections of Defined Length

Plot a Function

How Long Has the RSession Been Running?

Find All Primes Less Than n

Lagged Quotients

Pseudo R2 Statistics

Empirical Cumulative Distribution Function

Create Pairs of Correlated Random Numbers

Find Position of First Occurrence Of a String

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

Point in Polygon

Produce a Shaded Curve

ShapiroFranciaTest

Shapiro-Francia Test for Normality

Stratified Sampling

Reverse a String

Send Objects to Word and Bookmark Them

Weighted Quantiles

Plot Monthly or Seasonal Effects Of a Univariate Time Series

Extract All Numeric Values From a String

PowerPoint Interface

Add Slides, Insert Texts and Plots to PowerPoint

QQ-Plot for Any Distribution

Count Words in a String

Ternary or Triangular Plots

Recyle a List of Elements

Poisson Confidence Interval

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

Send a Plot to Word and Bookmark it

SiegelTukeyTest

Siegel-Tukey Test For Equality In Variability

Plot a Grid in Polar Coordinates

"Reverse" Gumbel Distribution Functions

Rotate a Geometric Structure

Round to Multiple

The Reverse Weibull Distribution

Equivalent Opaque Color for Transparent Color

Add an Alpha Channel To a Color

Recode a Factor

Standardized Model Coefficients

(Weighted) Standard Deviation

Set the Names in an Object

Variance Inflation Factors

Runs Test for Randomness

Date/Time/Directory Stamp the Current Plot

Truncate Strings and Add Ellipses If a String is Truncated.

Format Cells Of a Word Table

Remove Leading/Trailing Whitespace From A String

Import Data Directly From Excel

Saves an R Object Under a Different Name

Spearman Rank Correlation

Several Methods of Depreciation of an Asset

WrdInsertBookmark

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

Split Path In Drive, Path, Filename

XLDateToPOSIXct

Convert Excel Dates to POSIXct

DescTools Aliases

Some Aliases Set for Convenience

Random Samples and Permutations

Split a Vector Into Several Pieces at Given Positions

ISO 3166-1 Country Codes

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

Concatenates Two Strings Without Any Separator

Spread Out a Vector of Numbers To a Minimum Interval

Pad a String With Justification

System Information

Sort Strings with Embedded Numbers Based on Their Numeric Order

Converts String To a Table

TextContrastColor

Choose Textcolor Depending on Background Color

Recover Original Data From Contingency Table

Describe a Variable by a Factor with Two Levels

Uncertainty Coefficient

Compactly Display the Structure of any R Object

power.chisq.test

Power Calculations for ChiSquared Tests

Does a String Contain Only Numeric Data

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

Reshape a Vector From Long to Wide Shape Or Vice Versa

Measures of Shape

Skewness and Kurtosis

Insert Caption to Word

Compute Distances Between Strings

Comparison Table For Linear Models

Send Objects to Word

Return a Handle to a Word Bookmark Given as Name

String Abbreviation

Extract Part of a String

Open and Save Word Documents

van der Waerden Test

Get or Set the Style in Word

Formula Interface For smooth.spline

String Alignment

Word VBA Constants

Replace NAs by 0

Capitalize the First Letter of a String

Spell a String Using the NATO Phonetic or the Morse Alphabet

Create Table One Describing Baseline Characteristics

Formula Interface for Split

StrLeft, StrRight

Returns the Left Or the Right Part Of a String

identify.formula

Identify Points In a Plot Using a Formula

Calculate the Zodiac of a Date

Execute Function with Temporary Options

StuartMaxwellTest

Stuart-Maxwell Marginal Homogeneity Test

Woolf Test For Homogeneity in 2x2xk Tables

Insert Active Plot to Word

Stuart \(\tau_{c}\)

Plot Boxed Annotation

Calculate Tukey's Biweight Robust Mean

WrdParagraphFormat

Get or Set the Paragraph Format in Word

Student's t-Test Based on Sample Statistics

Vector Rotation (Shift Elements)

Confidence Intervals for the Variance

Vigenere Cypher

Theil's U Index of Inequality

Save Excel File

Periodic Table of Elements

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

Winsorize (Replace Extreme Values by Less Extreme Ones)

Von Neumann's Successive Difference Test

Use MS-Excel as Viewer for a Data.Frame

Return the Cell Range Of a Word Table

Merges Cells Of a Defined Word Table Range

Insert a Table in a Word Document

WrdTableBorders

Draw Borders to a Word Table

Insert a Page Break

Yuen t-Test For Trimmed Means

as.matrix.xtabs

Convert xtabs To matrix

Get or Set the Font in Word

Z Test for Known Population Standard Deviation

Add a Linear Regression Line

Build-in Constants Extension

Find Matching (or Non-Matching) Elements

axTicks.POSIXct

Compute Axis Tickmark Locations (For POSIXct Axis)

Classification of Scotch Single Malts

Add a Loess or a Spline Smoother

Determines If And How Extensively Two Date Ranges Overlap

Add a Month to a Date in YearMonth Format

Display Compact Abstract of a Data Frame

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

Area Under the Curve

Append Elements to Objects

AndersonDarlingTest

Anderson-Darling Test of Goodness-of-Fit