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mdsOpt (version 0.7-6)

Searching for Optimal MDS Procedure for Metric and Interval-Valued Data

Description

Selecting the optimal multidimensional scaling (MDS) procedure for metric data via metric MDS (ratio, interval, mspline) and nonmetric MDS (ordinal). Selecting the optimal multidimensional scaling (MDS) procedure for interval-valued data via metric MDS (ratio, interval, mspline).Selecting the optimal multidimensional scaling procedure for interval-valued data by varying all combinations of normalization and optimization methods.Selecting the optimal MDS procedure for statistical data referring to the evaluation of tourist attractiveness of Lower Silesian counties. (Borg, I., Groenen, P.J.F., Mair, P. (2013) , Walesiak, M. (2016) , Walesiak, M. (2017) ).

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Version

Install

install.packages('mdsOpt')

Monthly Downloads

271

Version

0.7-6

License

GPL (>= 2)

Maintainer

Andrzej Dudek

Last Published

December 1st, 2023

Functions in mdsOpt (0.7-6)

optSmacofSym_nMDS

Selecting the optimal multidimensional scaling procedure - nonmetric MDS
findOptimalSmacofSym

Selecting the optimal multidimensional scaling (MDS) procedure
data_lower_silesian

The evaluation of tourist attractiveness of Lower Silesian counties
rotation2dAnimation

Cretaes video by FFmpeg with animation of dataset rotated
optSmacofSymInterval

Selecting the optimal multidimensional scaling procedure for interval-valued data
drawIsoquants

draw series of isoquants
optSmacofSym_mMDS

Selecting the optimal multidimensional scaling procedure - metric MDS