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mbgraphic (version 1.0.1)

Measure Based Graphic Selection

Description

Measure based exploratory data analysis. Some of the functions call interactive apps programmed with the package 'shiny' to provide flexible selection options. Version 1.0.1 uses dcor() from 'energy' instead of wdcor() from 'extracat'.

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Version

Install

install.packages('mbgraphic')

Monthly Downloads

7

Version

1.0.1

License

GPL (>= 2)

Maintainer

Katrin Grimm

Last Published

April 28th, 2019

Functions in mbgraphic (1.0.1)

mergesdfdata

Merging two lists of class "sdfdata"
scag2sdf

Calculating (user defined) scagnostics
skew1d

Measure for one-dimensional skewness
multimod1d

Measure of one-dimensional multimodality
splines2d

Spline-based dependency measure for pairs of variables
mbgraphic

Measure Based Graphic Selection
iaunivariate

Interactive app for exploring univariate anomalies
varclust

Clustering of numeric variables
scaggram

Visualization of scagnostics results in matrix graphics
sdf

Calculates measures from package scagnostics.
dcor2d

Distance correlation for pairs of variables
iascaggram

Interactive scaggrams
sdf_quicksort

Fast reordering of a list of class "sdfdata"
iascagpcp

Interactive parallel coordinate plots for exploring scagnostics results
outlier1dv

Outlier measure based on tukey definition
selectscat

Selecting a scatterplot matrix based on scagnostics
sdf_sort

Reordering a list of class "sdfdata"
outliertuk

Outlier classification
binningplot

Two-dimensional binningplot
binning

Binning of single variables or data frames
datatype

Description of the datatype of variables
groups_maxplot

Plots the variables with highest values in groups
Election2005

Election2005 data
discrete1d

Measure for the degree of discreteness
iacorrgram

Interactive corrgrams
groups

Quantifying the influence of a factor variable
Election2013

Election2013 data