Package: mdsOpt 0.7-6

mdsOpt: Searching for Optimal MDS Procedure for Metric and Interval-Valued 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 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>, Walesiak, M. (2016) <doi:10.15611/ekt.2016.2.01>, Walesiak, M. (2017) <doi:10.15611/ekt.2017.3.01>).

Authors:Marek Walesiak [aut], Andrzej Dudek [aut, cre]

mdsOpt_0.7-6.tar.gz
mdsOpt_0.7-6.zip(r-4.5)mdsOpt_0.7-6.zip(r-4.4)mdsOpt_0.7-6.zip(r-4.3)
mdsOpt_0.7-6.tgz(r-4.4-any)mdsOpt_0.7-6.tgz(r-4.3-any)
mdsOpt_0.7-6.tar.gz(r-4.5-noble)mdsOpt_0.7-6.tar.gz(r-4.4-noble)
mdsOpt_0.7-6.tgz(r-4.4-emscripten)mdsOpt_0.7-6.tgz(r-4.3-emscripten)
mdsOpt.pdf |mdsOpt.html✨
mdsOpt/json (API)

# Install 'mdsOpt' in R:

install.packages('mdsOpt', repos = c('https://a-dudek-ue.r-universe.dev', 'https://cloud.r-project.org'))

Datasets:

data_lower_silesian - The evaluation of tourist attractiveness of Lower Silesian counties

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.28 score 19 scripts 401 downloads 6 exports 200 dependencies

Last updated 12 months agofrom:de42c22afc. Checks:ERROR: 1 NOTE: 2 OK: 4. Indexed: yes.

Target	Result	Date
Doc / Vignettes	FAIL	Oct 27 2024
R-4.5-win	NOTE	Oct 27 2024
R-4.5-linux	NOTE	Oct 27 2024
R-4.4-win	OK	Oct 27 2024
R-4.4-mac	OK	Oct 27 2024
R-4.3-win	OK	Oct 27 2024
R-4.3-mac	OK	Oct 27 2024

Exports:drawIsoquants findOptimalSmacofSym optSmacofSym_mMDS optSmacofSym_nMDS optSmacofSymInterval rotation2dAnimation

Dependencies:abind ade4 animation askpass backports base64enc bit bit64 blob boot broom bslib cachem car carData checkmate chron class classInt cli clipr cluster clusterSim codetools colorspace cowplot cpp11 crayon crosstalk curl data.table DBI deldir Deriv digest doBy doParallel dplyr DT e1071 ellipse emmeans estimability evaluate FactoMineR fansi farver fastmap flashClust fontawesome forcats foreach foreign Formula fs gbm gdata generics ggplot2 ggpolypath ggrepel glmnet glue gridExtra gsubfn gtable gtools haven here highr Hmisc hms htmlTable htmltools htmlwidgets httpuv httr igraph isoband iterators jomo jquerylib jsonlite KernSmooth kknn knitr labeling later lattice lazyeval leaps lifecycle lme4 magick magrittr MASS Matrix MatrixModels memoise mgcv mice microbenchmark mime minpack.lm minqa mitml modelr multcompView munsell mvtnorm neuralnet nlme nloptr nnet nnls numDeriv openssl ordinal pan pbkrtest pillar pixmap pkgconfig plogr plotly plotrix plyr png polynom prettyunits princurve progress promises proto proxy purrr quantreg R6 randomcoloR randomForest rappdirs RColorBrewer Rcpp RcppArmadillo RcppEigen RcppTOML readr reshape reticulate rgl RJSONIO rlang rmarkdown rpart rprojroot RSDA RSpectra RSQLite rstudioapi Rtsne s2 sass scales scatterplot3d sf shape shapes smacof sp SparseM spData spdep sqldf stringi stringr survival symbolicDA sys tibble tidyr tidyselect tinytex tzdb ucminf umap units utf8 V8 vctrs viridis viridisLite vroom weights withr wk wordcloud xfun XML xtable yaml

Vignettes and/or manual for this package failed to build, some documents may be unavailable. Please inspect thebuild logs for more information.

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.

Rendered frommdsOpt.ltxusingR.rsp::texon Oct 27 2024.

Last update: 2020-07-20
Started: 2019-08-28

Help page	Topics
The evaluation of tourist attractiveness of Lower Silesian counties	data_lower_silesian
draw series of isoquants	drawIsoquants
Selecting the optimal multidimensional scaling (MDS) procedure	findOptimalSmacofSym
Selecting the optimal multidimensional scaling procedure - metric MDS	optSmacofSym_mMDS
Selecting the optimal multidimensional scaling procedure - nonmetric MDS	optSmacofSym_nMDS
Selecting the optimal multidimensional scaling procedure for interval-valued data	optSmacofSymInterval
Cretaes video by FFmpeg with animation of dataset rotated	rotation2dAnimation

Package: mdsOpt 0.7-6

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

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.

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)