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DESCRIPTION
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Package: compIndTools
Type: Package
Title: Tools for computing and validating composite indicators across multiple years
Version: 0.1.0
Author: Marina Ferent-Pipas
Maintainer: Marina Ferent-Pipas <[email protected]>
Description: The package contains functions that create composite indicators for multiple years returning scores and ranks for each statistical unit. It contains a function that eases the preprocessing stage by rescaling columns using min-max normalization, z-scoring, or ranking.
The functions compute scores and ranks for inclusion/exclusion of basic variables as part of the uncertainity analysis.
To display uncertainity analysis, the package offers functions that (1) count the number (percent) of times a statistical unit takes a given rank; (2) provide a table with the initial rank, average and median rank taken accross simulations;
(3) export .xlsx tables with the frequencies of each rank color coded for initial, median and modal rank; (4) compute the average shift in ranking (total, per year, and per country and year);
(5) create boxplots of ranks taken in different simulations (and stores them in .png files).
License: GPL-2
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.3
Depends:
R (>= 2.10)