Measure based exploratory data analysis. Some of the functions call interactive apps programmed with the package shiny to provide flexible selection options.
Package: | mbgraphic |
Type: | Package |
Version: | 1.0.0 |
Date: | 2017-05-07 |
License: | GPL (>= 2) |
Most important functions are:
iaunivariate | Interactive app for exploring univariate anomalies |
iacorrgram | Interactive Corrgrams |
varclust | Clustering of numeric variables |
scag2sdf | Calculating (user defined) scagnostics |
sdf | Calculating measures from package scagnostics |
sdf_sort | Reordering a list of class "sdfdata" |
sdf_quicksort | Fast reordering of a list of class "sdfdata" |
scaggram | Visualization of scagnostics results in matrix graphics |
iascaggram | Interactive scaggrams |
iascagpcp | Interactive parallel coordinate plots for exploring scagnostics results |
selectscat | Selecting a scatterplot matrix based on scagnostics |
Katrin Grimm
Department of Computer Oriented Statistics and Data Analysis
University of Augsburg
Germany
Maintainer: Katrin Grimm <katrin-grimm@web.de>
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