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DescTools

Tools for Descriptive Statistics and Exploratory Data Analysis

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install.packages('DescTools')

Monthly Downloads

79,502

Version

0.99.30

License

GPL (>= 2)

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Repository

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

Maintainer

Andri Signorell

Last Published

October 22nd, 2019

Functions in DescTools (0.99.30)

Place a Break Mark on an Axis

Between, Outside

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

Add a Month to a Date in YearMonth Format

Add a Legend to a Bubble Plot

R Color to HSV Conversion

Concordance Correlation Coefficient

Add a ColorLegend to a Plot

Display Compact Abstract of a Data Frame

Convert a Color Into Hex String

Append Elements to Objects

Find the Closest Value

Insert an Arrow Into a Plot

Raw Simple And Extended Percentage Agreement

Return the First Element Not Being NA

Get HWZ Datasets

Association measures

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

Cochran's Q test

Pairwise Contrasts

CochranArmitageTest

Cochran-Armitage Test for Trend

CramerVonMisesTest

Cramer-von Mises Test for Normality

Unit Conversion and Metrix Prefixes

Convert ASCII Codes to Characters and Vice Versa

Get Aspect Ratio of the Current Plot

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

Cohen's Effect Size

CompleteColumns

Find Complete Columns

Confidence Intervals for the Ratio of Binomial and Multinomial Proportions

Coefficient of Variation

Draw Elliptic Arc(s)

Function to write a table

Simple Bootstrap Confidence Intervals

Get All Pairs Out of One or Two Sets of Elements

Barnard's Unconditional Test

Association Measures

DescToolsOptions

DescTools Options

Add a Month to a Date

Confidence Intervals for Binomial Proportions

BreuschGodfreyTest

Breusch-Godfrey Test

Confidence Interval for a Difference of Binomials

Basic Date Functions

Datasets for Simulation

Datasets for Probabilistic Simulation

Cronbach's Coefficient Alpha

Draw Confidence Band

Calculate Digit Sum

Calculate Divisors

Expected Frequencies

Dunnett's Test for Comparing Several Treatments With a Control

Distributions of Maxima and Minima

DurbinWatsonTest

Durbin-Watson Test

Evaluates a Function Groupwise

BartelsRankTest

Bartels Rank Test of Randomness

Brier Score for Assessing Prediction Accuracy

The Generalized Extreme Value Distribution

The Generalized Pareto Distribution

Add Connection Lines to a Barplot

Polychoric Correlation

Conover's Test of Multiple Comparisons

Compute Gini-Simpson Coefficient

Box Cox Transformation

Count Complete Cases

Hodges-Lehmann Estimator of Location

Geometric Mean and Standard Deviation

Convert h:m:s To/From Seconds

Safe (generalized) Huber M-Estimator of Location

Test If a Variable Contains Only Two Unique Values

GoodmanKruskalTau

Goodman Kruskal's Tau

HotellingsT2Test

Hotelling's T2 Test

The Gumbel Distribution

Rao's Diversity Coefficient

Convert Degrees to Radians and Vice Versa

Dense Ranks and Percent Ranks

Fast Alternative To The Internal do.call

Atkinson Index - A Measure of Inequality.

Add Text in a Box to a Plot

Breslow-Day Test for Homogeneity of the Odds Ratios

Transform Cartesian to Polar/Spherical Coordinates and Vice Versa

Automatic Selection of Box Cox Transformation Parameter

Canvas for Geometric Plotting

Color to RGB Conversion

Generate Dummy Codes for a Factor

Cohen's Kappa and Weighted Kappa

Concordant and Discordant Pairs

Is a Distance Matrix Euclidean?

Collapse Levels of a Table

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

Add Error Bars to an Existing Plot

Determine Highly Correlated Variables

Dunn's Test of Multiple Comparisons

Confusion Matrix And Associated Statistics

List Keywords For R Manual Pages

Fisher-Transformation for Correlation to z-Score

n-dimensional Vector Cross Product

DescTools-package

Tools for Descriptive Statistics and Exploratory Data Analysis

Prime Factorization of Integers

Draw an Ellipse

Draw Regular Polygon(s)

Vector Cross Product

Draw a Bezier Curve

Effect Size Calculations for ANOVAs

Retrieve a Function's Arguments

Convert Colors to Grey/Grayscale

Krippendorff's Alpha Reliability Coefficient

Greatest Common Divisor and Least Common Multiple

Create a Factor Variable Using the Quantiles of a Continuous Variable

Correlation, Variance and Covariance (Matrices)

C Statistic (Area Under the ROC Curve)

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

Shannon Entropy and Mutual Information

Fibonacci Numbers

G-Test for Count Data

Label, Unit Attribute of an Object

Geometric Transformations

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

Get a Handle to a Running Word Instance

Create a New Word Instance

Get Color on a Defined Color Range

Geometric Series

Goodman Kruskal Lambda

IsPrime Property

Checks If An Integer Is Even Or Odd

Lilliefors (Kolmogorov-Smirnov) Test for Normality

(Weighted) Arithmetic Mean

Greenhouse-Geisser And Huynh-Feldt Epsilons

Standard Error of Mean

Mean Absolute Deviation From a Center Point

Harmonic Mean and Its Confidence Interval

(Weighted) Median Value

Convert a Text to a Table

Frequency Table for a Single Variable

The Frechet Distribution

Format Numbers and Dates

Fractional Part and Maximal Digits of a Numeric Value

Bivariate (Two-Dimensional) Frequency Distribution

PlotCandlestick

Plot Candlestick Chart

Frequency Distribution Plot

Phrasing Results of t-Test

Number and Samples for Permutations or Combinations of a Set

Create a New Excel Instance

Plot a Function

HosmerLemeshowTest

Hosmer-Lemeshow Goodness of Fit Tests

Matrix of Hoeffding's D Statistics

Generalized Logit and Inverse Logit Function

Check If an Object Is of Type Date

Last Observation Carried Forward

Is a Specific Argument in the Dots-Arguments?

Convert Line Coordinates To User Coordinates

Local Outlier Factor

List Variety Of Objects

List Objects, Functions Or Data in a Package

Started Logarithmic Transformation and Its Inverse

Identify Points in Plot Lying Within a Rectangle or Polygon

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

Confidence Interval for the Median

Distributions of Order Statistics

Find the Midpoints of a Numeric Vector

DescTools Palettes

Some Custom Palettes

Plot a Venn Diagram

JonckheereTerpstraTest

Exact Version of Jonckheere-Terpstra Test

Lehmacher's Test for Marginal Homogenity

(Robust) Jarque Bera Test

Gini Coefficient

Concentration Measures

GoodmanKruskalGamma

Goodman Kruskal's Gamma

Identify Closest Match to a Color Given by a Hexadecimal String

The Gompertz distribution

Parse a Formula and Create a Model Frame

Plot a Web of Connected Points

Weighted Quantiles

Plot Violins Instead of Boxplots

Lagged Quotients

Check Windows Pointer

Poisson Confidence Interval

Some numeric checks

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

Robust Scaling With Median and Mad

SendOutlookMail

Send a Mail Using Outlook as Mail Client

Create Pairs of Correlated Random Numbers

Add an Alpha Channel To a Color

Spearman Rank Correlation

Sort Strings with Embedded Numbers Based on Their Numeric Order

Produce a Shaded Curve

Send Objects to Word

Send Objects to Word and Bookmark Them

Set the Names in an Object

Uncertainty Coefficient

Recyle a List of Elements

Levene's Test for Homogeneity of Variance

The Reverse Weibull Distribution

Compute the Convex Combination of Two Colors

Median Absolute Deviation

Measures of Accuracy

Measures of Accuracy

Moses Test of Extreme Reactions

WrdTableBorders

Draw Borders to a Word Table

Get or Set the Font in Word

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

Format Cells Of a Word Table

Mode, Most Frequent Value(s)

Saves an R Object Under a Different Name

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

Formula Interface For smooth.spline

Confidence Interval For Difference of Means

Scheffe Test for Pairwise and Otherwise Comparisons

Kendall's Coefficient of Concordance W

Confidence Interval for the Mean

Merge Multiple Data Frames

Return Some Randomly Chosen Elements of an Object

Kappa for m Raters

Get PDF Manual of a Package From CRAN

XLDateToPOSIXct

Convert Excel Dates to POSIXct

Z Test for Known Population Standard Deviation

Replace NAs by 0

Pad a String With Justification

Classification of Scotch Single Malts

Confidence Intervals for Multinomial Proportions

Kendall's Tau-a

Empirical Cumulative Distribution Function

StuartMaxwellTest

Stuart-Maxwell Marginal Homogeneity Test

Find Position of First Occurrence Of a String

Short Selection of Financial Mathematical Functions

Converts String To a Table

Stratified Sampling

Theil's U Index of Inequality

Recover Original Data From Contingency Table

Create a Treemap

Runs Test for Randomness

Plot Values on a Circular Grid

SiegelTukeyTest

Siegel-Tukey Test For Equality In Variability

Ternary or Triangular Plots

Round to Multiple

ShapiroFranciaTest

Shapiro-Francia Test for Normality

Standardized Model Coefficients

Plot Multiple Density Curves

Compactly Display the Structure of any R Object

Exact Page Test for Ordered Alternatives

Plot Circular Plot

ParseSASDatalines

Parse a SAS Dataline Command

Plot a Grid in Polar Coordinates

Password Dialog

Plot a Correlation Matrix

Periodic Payment of an Annuity.

Logarithmic Plot

Kth Smallest/Largest Values

Pseudo R2 Statistics

Point in Polygon

Split a String into a Number of Sections of Defined Length

Capitalize the First Letter of a String

Truncate Strings and Add Ellipses If a String is Truncated.

Transform Odds Ratio to Relative Risk

Pearson Chi-Square Test for Normality

Mantel-Haenszel Chi-Square Test

Extract All Numeric Values From a String

Set Plot Margins

Odds Ratio Estimation and Confidence Intervals

Change Names of a Named Object

Reorder the Levels of a Factor

Split a Vector Into Several Pieces at Given Positions

Student's t-Test Based on Sample Statistics

TextContrastColor

Choose Textcolor Depending on Background Color

Describe a Variable by a Factor with Two Levels

Return the Cell Range Of a Word Table

Calculate Tukey's Biweight Robust Mean

WrdInsertBookmark

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

Insert Caption to Word

Percentage Table

Insert a Page Break

WrdParagraphFormat

Get or Set the Paragraph Format in Word

Merges Cells Of a Defined Word Table Range

Bivariate Boxplot

Split Path In Drive, Path, Filename

Save Excel File

Combined Plot of a Time Series and Its ACF and PACF

Pairwise Calculations

Import Data Directly From Excel

Create an Area Plot

Count Words in a String

Compute Distances Between Strings

Calculate the Zodiac of a Date

Periodic Table of Elements

Spell a String Using the NATO Phonetic or the Morse Alphabet

Draw a Bubble Plot

Cleveland's Dot Plots

PowerPoint Interface

Add Slides, Insert Texts and Plots to PowerPoint

as.matrix.xtabs

Convert xtabs To matrix

Scatterplot With Marginal Densities

Add a Loess or a Spline Smoother

Plot Missing Data

Remove Leading/Trailing Whitespace From A String

DescTools Aliases

Some Aliases Set for Convenience

Find Matching (or Non-Matching) Elements

Word VBA Constants

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

(Weighted) Standard Deviation

Measures of Shape

Skewness and Kurtosis

Several Methods of Depreciation of an Asset

"Reverse" Gumbel Distribution Functions

Find All Primes Less Than n

Spread Out a Vector of Numbers To a Minimum Interval

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

Plot Monthly or Seasonal Effects Of a Univariate Time Series

Date/Time/Directory Stamp the Current Plot

Winsorize (Replace Extreme Values by Less Extreme Ones)

Get or Set the Style in Word

Use MS-Excel as Viewer for a Data.Frame

Vector Rotation (Shift Elements)

Insert a Table in a Word Document

Execute Function with Temporary Options

StrLeft, StrRight

Returns the Left Or the Right Part Of a String

Reverse a String

Comparison Table For Linear Models

Yuen t-Test For Trimmed Means

Draw a Back To Back Pyramid Plot

Plot Boxed Annotation

Create Table One Describing Baseline Characteristics

Confidence Intervals for the Variance

QQ-Plot for Any Distribution

Return a Handle to a Word Bookmark Given as Name

Reshape a Vector From Long to Wide Shape Or Vice Versa

Woolf Test For Homogeneity in 2x2xk Tables

Variance Inflation Factors

Build-in Constants Extension

identify.formula

Identify Points In a Plot Using a Formula

power.chisq.test

Power Calculations for ChiSquared Tests

Formula Interface for Split

Recode a Factor

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

String Alignment

Convert Roman Numerals to Integers

Rotate a Geometric Structure

String Abbreviation

Random Samples and Permutations

Does a String Contain Only Numeric Data

Extract Part of a String

Stuart \(\tau_{c}\)

System Information

Send a Plot to Word and Bookmark it

Insert Active Plot to Word

Vigenere Cypher

Von Neumann's Successive Difference Test

Open and Save Word Documents

ISO 3166-1 Country Codes

axTicks.POSIXct

Compute Axis Tickmark Locations (For POSIXct Axis)

Add a Linear Regression Line

Determines If And How Extensively Two Date Ranges Overlap

Concatenates Two Strings Without Any Separator

Index Vector of All Values Involved in Ties

AndersonDarlingTest

Anderson-Darling Test of Goodness-of-Fit

Add the Value Labels to a Barplot

Area Under the Curve

Combine Multidimensional Arrays

Benford's Distribution

Base Conversions

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