Searching for Optimal MDS Procedure for Metric and
Interval-Valued Symbolic Data
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 symbolic data via metric MDS (ratio, interval, mspline). 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>, DE LEEUW J., MAIR P., (2015) <doi:10.1002/9781118445112.stat06268.pub2>, WALESIAK M., (2016) <doi:10.15611/ekt.2016.2.01>).

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 symbolic data via metric MDS (ratio, interval, mspline). 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>,
De Leeuw, J., Mair, P. (2015) <doi:10.1002/9781118445112.stat06268.pub2>,
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>).

R (>= 3.5.0), smacof, clusterSim, symbolicDA
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>).