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ABCanalysis
View on CRAN: Click
here
Download and install ABCanalysis package within the R console
Install from CRAN:
install.packages("ABCanalysis")
Install from Github:
library("remotes")
install_github("cran/ABCanalysis")
Install by package version:
library("remotes")
install_version("ABCanalysis", "1.2.1")
Attach the package and use:
library("ABCanalysis")
Maintained by
Florian Lerch
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-04-20
Latest Update: 2017-03-13
Description:
For a given data set, the package provides a novel method of computing precise limits to acquire subsets which are easily interpreted. Closely related to the Lorenz curve, the ABC curve visualizes the data by graphically representing the cumulative distribution function. Based on an ABC analysis the algorithm calculates, with the help of the ABC curve, the optimal limits by exploiting the mathematical properties pertaining to distribution of analyzed items. The data containing positive values is divided into three disjoint subsets A, B and C, with subset A comprising very profitable values, i.e. largest data values ("the important few"), subset B comprising values where the yield equals to the effort required to obtain it, and the subset C comprising of non-profitable values, i.e., the smallest data sets ("the trivial many"). Package is based on "Computed ABC Analysis for rational Selection of most informative Variables in multivariate Data", PLoS One. Ultsch. A., Lotsch J. (2015) .
How to cite:
Florian Lerch (2015). ABCanalysis: Computed ABC Analysis. R package version 1.2.1, https://cran.r-project.org/web/packages/ABCanalysis. Accessed 06 Nov. 2024.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for ABCanalysis
Functions, R codes and Examples using
the ABCanalysis R package
Some associated functions: ABCRemoveSmallYields . ABCanalysis-package . ABCanalysis . ABCanalysis4curve . ABCanalysisPlot . ABCcleanData . ABCcurve . ABCplot . Gini4ABC . GiniIndex . SwissInhabitants . calculatedABCanalysis .
Some associated R codes: ABCRemoveSmallYields.R . ABCanalysis.R . ABCanalysis4curve.R . ABCanalysisPlot.R . ABCcleanData.R . ABCcurve.R . ABCplot.R . Gini4ABC.R . GiniIndex.R . calculatedABCanalysis.R . Full ABCanalysis package functions and examples
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