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DescTools

Tools for Descriptive Statistics and Exploratory Data Analysis

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install.packages('DescTools')

Monthly Downloads

97,236

Version

0.99.31

License

GPL (>= 2)

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Repository

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

Maintainer

Andri Signorell

Last Published

December 2nd, 2019

Functions in DescTools (0.99.31)

Confidence Intervals for the Ratio of Binomial and Multinomial Proportions

BartelsRankTest

Bartels Rank Test of Randomness

Return the First Element Not Being NA

Simple Bootstrap Confidence Intervals

Barnard's Unconditional Test

Find the Closest Value

Convert ASCII Codes to Characters and Vice Versa

Association Measures

Between, Outside

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

R Color to HSV Conversion

Concordant and Discordant Pairs

Concordance Correlation Coefficient

Atkinson Index - A Measure of Inequality.

Convert a Color Into Hex String

Correlation, Variance and Covariance (Matrices)

Confusion Matrix And Associated Statistics

Add a Legend to a Bubble Plot

CochranArmitageTest

Cochran-Armitage Test for Trend

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

C Statistic (Area Under the ROC Curve)

Cohen's Effect Size

Benford's Distribution

Confidence Intervals for Binomial Proportions

Confidence Interval for a Difference of Binomials

Combine Multidimensional Arrays

Brier Score for Assessing Prediction Accuracy

Coefficient of Variation

BreuschGodfreyTest

Breusch-Godfrey Test

Base Conversions

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

Cochran's Q test

Get Aspect Ratio of the Current Plot

Create a Factor Variable Using the Quantiles of a Continuous Variable

The Generalized Pareto Distribution

Generate Dummy Codes for a Factor

Dunn's Test of Multiple Comparisons

Calculate Divisors

The Generalized Extreme Value Distribution

Convert a Text to a Table

Evaluates a Function Groupwise

Format Numbers and Dates

Compute Gini-Simpson Coefficient

Get All Pairs Out of One or Two Sets of Elements

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

CompleteColumns

Find Complete Columns

DescTools-package

Tools for Descriptive Statistics and Exploratory Data Analysis

Get HWZ Datasets

Effect Size Calculations for ANOVAs

Fast Alternative To The Internal do.call

Add Error Bars to an Existing Plot

Expected Frequencies

Geometric Mean and Standard Deviation

Add Text in a Box to a Plot

Add the Value Labels to a Barplot

Place a Break Mark on an Axis

Box Cox Transformation

Distributions of Maxima and Minima

Automatic Selection of Box Cox Transformation Parameter

HotellingsT2Test

Hotelling's T2 Test

Breslow-Day Test for Homogeneity of the Odds Ratios

Canvas for Geometric Plotting

Transform Cartesian to Polar/Spherical Coordinates and Vice Versa

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

Safe (generalized) Huber M-Estimator of Location

Identify Points in Plot Lying Within a Rectangle or Polygon

Is a Specific Argument in the Dots-Arguments?

Lehmacher's Test for Marginal Homogenity

List Variety Of Objects

List Objects, Functions Or Data in a Package

Median Absolute Deviation

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

Merge Multiple Data Frames

Greatest Common Divisor and Least Common Multiple

Cohen's Kappa and Weighted Kappa

Convert Colors to Grey/Grayscale

Function to write a table

Odds Ratio Estimation and Confidence Intervals

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

Password Dialog

Pearson Chi-Square Test for Normality

Distributions of Order Statistics

Draw a Bubble Plot

G-Test for Count Data

PlotCandlestick

Plot Candlestick Chart

Conover's Test of Multiple Comparisons

Add Connection Lines to a Barplot

Frequency Distribution Plot

Color to RGB Conversion

Plot a Function

Polychoric Correlation

Cronbach's Coefficient Alpha

CramerVonMisesTest

Cramer-von Mises Test for Normality

Count Complete Cases

Convert Degrees to Radians and Vice Versa

GoodmanKruskalTau

Goodman Kruskal's Tau

The Gumbel Distribution

DurbinWatsonTest

Durbin-Watson Test

Get Color on a Defined Color Range

Dunnett's Test for Comparing Several Treatments With a Control

Draw Elliptic Arc(s)

Fractional Part and Maximal Digits of a Numeric Value

Draw Confidence Band

Datasets for Simulation

Datasets for Probabilistic Simulation

Dense Ranks and Percent Ranks

Basic Date Functions

Fibonacci Numbers

Pairwise Contrasts

Collapse Levels of a Table

Draw Regular Polygon(s)

Draw an Ellipse

Draw a Bezier Curve

Prime Factorization of Integers

The Frechet Distribution

Frequency Table for a Single Variable

Unit Conversion and Metrix Prefixes

Retrieve a Function's Arguments

Create a New Excel Instance

Bivariate (Two-Dimensional) Frequency Distribution

Check If an Object Is of Type Date

Hodges-Lehmann Estimator of Location

Test If a Variable Contains Only Two Unique Values

Convert h:m:s To/From Seconds

Kendall's Coefficient of Concordance W

Vector Cross Product

The Gompertz distribution

Gini Coefficient

Kth Smallest/Largest Values

IsPrime Property

Concentration Measures

Last Observation Carried Forward

Identify Closest Match to a Color Given by a Hexadecimal String

Goodman Kruskal Lambda

Check Windows Pointer

Set Plot Margins and Distances

Krippendorff's Alpha Reliability Coefficient

(Weighted) Arithmetic Mean

DescToolsOptions

DescTools Options

n-dimensional Vector Cross Product

Find the Midpoints of a Numeric Vector

Compute the Convex Combination of Two Colors

Calculate Digit Sum

Lagged Quotients

Plot Values on a Circular Grid

Draw a Back To Back Pyramid Plot

Levene's Test for Homogeneity of Variance

List Keywords For R Manual Pages

Rao's Diversity Coefficient

Lilliefors (Kolmogorov-Smirnov) Test for Normality

Robust Scaling With Median and Mad

Shannon Entropy and Mutual Information

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

Greenhouse-Geisser And Huynh-Feldt Epsilons

Measures of Accuracy

Measures of Accuracy

Mantel-Haenszel Chi-Square Test

Determine Highly Correlated Variables

Convert Roman Numerals to Integers

Fisher-Transformation for Correlation to z-Score

Set the Names in an Object

Split Path In Drive, Path, Filename

Mode, Most Frequent Value(s)

Saves an R Object Under a Different Name

Geometric Series

Add an Alpha Channel To a Color

Moses Test of Extreme Reactions

Spread Out a Vector of Numbers To a Minimum Interval

Confidence Intervals for Multinomial Proportions

Get PDF Manual of a Package From CRAN

Short Selection of Financial Mathematical Functions

Percentage Table

Plot Circular Plot

Number and Samples for Permutations or Combinations of a Set

Create an Area Plot

Pairwise Calculations

DescTools Palettes

Some Custom Palettes

Plot Monthly or Seasonal Effects Of a Univariate Time Series

Bivariate Boxplot

String Alignment

Geometric Transformations

GoodmanKruskalGamma

Goodman Kruskal's Gamma

Capitalize the First Letter of a String

Stratified Sampling

Logarithmic Plot

Extract All Numeric Values From a String

Pseudo R2 Statistics

QQ-Plot for Any Distribution

Ternary or Triangular Plots

Find All Primes Less Than n

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

Get a Handle to a Running Word Instance

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

Create a New Word Instance

Several Methods of Depreciation of an Asset

Create Pairs of Correlated Random Numbers

Return Some Randomly Chosen Elements of an Object

Random Samples and Permutations

Compactly Display the Structure of any R Object

Create a Treemap

Plot a Venn Diagram

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

Harmonic Mean and Its Confidence Interval

Reshape a Vector From Long to Wide Shape Or Vice Versa

Some numeric checks

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

String Abbreviation

The (weighted) Interquartile Range

Send Objects to Word

Matrix of Hoeffding's D Statistics

Point in Polygon

Started Logarithmic Transformation and Its Inverse

Split a String into a Number of Sections of Defined Length

(Robust) Jarque Bera Test

Convert Line Coordinates To User Coordinates

HosmerLemeshowTest

Hosmer-Lemeshow Goodness of Fit Tests

Execute Function with Temporary Options

Calculate Tukey's Biweight Robust Mean

Weighted Quantiles

Count Words in a String

Woolf Test For Homogeneity in 2x2xk Tables

Stuart \(\tau_{c}\)

Theil's U Index of Inequality

StuartMaxwellTest

Stuart-Maxwell Marginal Homogeneity Test

identify.formula

Identify Points In a Plot Using a Formula

Open and Save Word Documents

Save Excel File

Get or Set the Style in Word

Use MS-Excel as Viewer for a Data.Frame

Confidence Intervals for the Variance

Generalized Logit and Inverse Logit Function

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

Return a Handle to a Word Bookmark Given as Name

Plot Boxed Annotation

Change Names of a Named Object

Round to Multiple

Is a Distance Matrix Euclidean?

Rotate a Geometric Structure

SiegelTukeyTest

Siegel-Tukey Test For Equality In Variability

Checks If An Integer Is Even Or Odd

Kappa for m Raters

Label, Unit Attribute of an Object

Confidence Interval for the Mean

Local Outlier Factor

JonckheereTerpstraTest

Exact Version of Jonckheere-Terpstra Test

Confidence Interval For Difference of Means

Standard Error of Mean

Mean Absolute Deviation From a Center Point

Insert Caption to Word

(Weighted) Median Value

Confidence Interval for the Median

Parse a Formula and Create a Model Frame

Empirical Cumulative Distribution Function

Periodic Payment of an Annuity.

ParseSASDatalines

Parse a SAS Dataline Command

Exact Page Test for Ordered Alternatives

Scatterplot With Marginal Densities

Transform Odds Ratio to Relative Risk

Phrasing Results of t-Test

Combined Plot of a Time Series and Its ACF and PACF

Insert a Table in a Word Document

Recode a Factor

Plot Violins Instead of Boxplots

Plot a Web of Connected Points

"Reverse" Gumbel Distribution Functions

Plot Missing Data

Recyle a List of Elements

Date/Time/Directory Stamp the Current Plot

Plot a Correlation Matrix

The Reverse Weibull Distribution

Runs Test for Randomness

Standardized Model Coefficients

Yuen t-Test For Trimmed Means

ISO 3166-1 Country Codes

Find Matching (or Non-Matching) Elements

WrdTableBorders

Draw Borders to a Word Table

Z Test for Known Population Standard Deviation

Cleveland's Dot Plots

Plot Multiple Density Curves

Extended Scatterplot Matrices

Poisson Confidence Interval

Determines If And How Extensively Two Date Ranges Overlap

Plot a Grid in Polar Coordinates

Reorder the Levels of a Factor

Scheffe Test for Pairwise and Otherwise Comparisons

PowerPoint Interface

Add Slides, Insert Texts and Plots to PowerPoint

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

(Weighted) Standard Deviation

Does a String Contain Only Numeric Data

SendOutlookMail

Send a Mail Using Outlook as Mail Client

Pad a String With Justification

System Information

Produce a Shaded Curve

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

ShapiroFranciaTest

Shapiro-Francia Test for Normality

Find Position of First Occurrence Of a String

Sort Strings with Embedded Numbers Based on Their Numeric Order

Comparison Table For Linear Models

Create Table One Describing Baseline Characteristics

Student's t-Test Based on Sample Statistics

Describe a Variable by a Factor with Two Levels

Uncertainty Coefficient

Measures of Shape

Skewness and Kurtosis

Formula Interface For smooth.spline

Reverse a String

Truncate Strings and Add Ellipses If a String is Truncated.

Remove Leading/Trailing Whitespace From A String

Send a Plot to Word and Bookmark it

Vector Rotation (Shift Elements)

Send Objects to Word and Bookmark Them

Variance Inflation Factors

Return the Cell Range Of a Word Table

Insert Active Plot to Word

WrdParagraphFormat

Get or Set the Paragraph Format in Word

Replace NAs by 0

Vigenere Cypher

Split a Vector Into Several Pieces at Given Positions

Spearman Rank Correlation

Compute Distances Between Strings

Extract Part of a String

Calculate the Zodiac of a Date

DescTools Aliases

Some Aliases Set for Convenience

Build-in Constants Extension

Classification of Scotch Single Malts

Spell a String Using the NATO Phonetic or the Morse Alphabet

StrLeft, StrRight

Returns the Left Or the Right Part Of a String

Insert a Page Break

Converts String To a Table

Von Neumann's Successive Difference Test

TextContrastColor

Choose Textcolor Depending on Background Color

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

Winsorize (Replace Extreme Values by Less Extreme Ones)

Recover Original Data From Contingency Table

Merges Cells Of a Defined Word Table Range

Get or Set the Font in Word

Format Cells Of a Word Table

WrdInsertBookmark

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

XLDateToPOSIXct

Convert Excel Dates to POSIXct

Import Data Directly From Excel

Concatenates Two Strings Without Any Separator

Add a Linear Regression Line

Add a Loess or a Spline Smoother

power.chisq.test

Power Calculations for ChiSquared Tests

as.matrix.xtabs

Convert xtabs To matrix

axTicks.POSIXct

Compute Axis Tickmark Locations (For POSIXct Axis)

Periodic Table of Elements

Formula Interface for Split

Word VBA Constants

Add a Month to a Date in YearMonth Format

Raw Simple And Extended Percentage Agreement

Insert an Arrow Into a Plot

AndersonDarlingTest

Anderson-Darling Test of Goodness-of-Fit

Append Elements to Objects

Display Compact Abstract of a Data Frame

Area Under the Curve

Add a Month to a Date

Index Vector of All Values Involved in Ties