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MKdescr (version 0.5)

Descriptive Statistics

Description

Computation of standardized interquartile range (IQR), Huber-type skipped mean (Hampel (1985), ), robust coefficient of variation (CV) (Arachchige et al. (2019), ), robust signal to noise ratio (SNR), as well as functions that support graphical visualization such as boxplots based on quartiles (not hinges), negative logarithms and generalized logarithms for ggplot2 (Wickham (2016), ISBN:978-3-319-24277-4).

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Version

Install

install.packages('MKdescr')

Monthly Downloads

607

Version

0.5

License

LGPL-3

Maintainer

Matthias Kohl

Last Published

November 25th, 2019

Functions in MKdescr (0.5)

MKdescr-package

Descriptive Statistics.
CV

Compute CV
meanAD

The Mean Absolute Deviation
melt.long

Transform data.frame to Long Form
skippedMean

Hyber-type Skipped Mean and SD
simCorVars

Simulate correlated variables.
thyroid

Plot TSH, fT3 and fT4 with respect to reference range.
transformations

New Transformations for Use with ggplot2 Package
qboxplot

Box Plots
qbxp.stats

Box Plot Statistics
fiveNS

Five-Number Summaries
IQrange

The Interquartile Range
SNR

Compute SNR
glog

Compute Generalized Logarithm