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) <doi:10.1007/978-3-642-31848-1>, Groenen, P.J.F., Winsberg, S., Rodriguez, O., Diday, E. (2006) <doi:10.1016/j.csda.2006.04.003>, Walesiak, M. (2016) <doi:10.15611/ekt.2016.2.01>, Walesiak, M. (2017) <doi:10.15611/ekt.2017.3.01>).
| Version: | 0.5-1 |
| Depends: | R (≥ 3.6.0), smacof, clusterSim, symbolicDA |
| Imports: | smds, animation, plotrix, spdep |
| Suggests: | testthat, R.rsp |
| Published: | 2020-07-20 |
| Author: | Marek Walesiak, Andrzej Dudek |
| Maintainer: | Andrzej Dudek <andrzej.dudek at ue.wroc.pl> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | http://keii.ue.wroc.pl/mdsOpt |
| NeedsCompilation: | no |
| Citation: | mdsOpt citation info |
| CRAN checks: | mdsOpt results |
| Reference manual: | mdsOpt.pdf |
| Vignettes: |
MdsOPT package, published in M. Walesiak and A. Dudek, "Searching for an Optimal MDS Procedure for Metric and Interval-Valued Data using mdsOpt R package", in: Education Excellence and Innovation Management: A 2025 Vision to Sustain Economic Development during Global Challenges, 2020, pp. 307-324. |
| Package source: | mdsOpt_0.5-1.tar.gz |
| Windows binaries: | r-devel: mdsOpt_0.5-1.zip, r-release: mdsOpt_0.5-1.zip, r-oldrel: mdsOpt_0.5-1.zip |
| macOS binaries: | r-release: mdsOpt_0.5-1.tgz, r-oldrel: mdsOpt_0.5-1.tgz |
| Old sources: | mdsOpt archive |
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