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MKdescr (version 0.6)

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), z-score, standardized mean difference (SMD), 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

746

Version

0.6

License

LGPL-3

Maintainer

Matthias Kohl

Last Published

October 18th, 2020

Functions in MKdescr (0.6)

SMD

Compute Standardized Mean Difference (SMD)
MKdescr-package

Descriptive Statistics.
fiveNS

Five-Number Summaries
glog

Compute Generalized Logarithm
qboxplot

Box Plots
CV

Compute CV
IQrange

The Interquartile Range
meanAD

The Mean Absolute Deviation
SNR

Compute SNR
melt.long

Transform data.frame to Long Form
skippedMean

Hyber-type Skipped Mean and SD
thyroid

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

Simulate correlated variables.
qbxp.stats

Box Plot Statistics
transformations

New Transformations for Use with ggplot2 Package
zscore

Compute z-Scores