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symbolicDA  

Analysis of Symbolic Data
View on CRAN: Click here


Download and install symbolicDA package within the R console
Install from CRAN:
install.packages("symbolicDA")

Install from Github:
library("remotes")
install_github("cran/symbolicDA")

Install by package version:
library("remotes")
install_version("symbolicDA", "0.7-1")



Attach the package and use:
library("symbolicDA")
Maintained by
Andrzej Dudek
[Scholar Profile | Author Map]
First Published: 2013-10-12
Latest Update: 2018-02-01
Description:
Symbolic data analysis methods: importing/exporting data from ASSO XML Files, distance calculation for symbolic data (Ichino-Yaguchi, de Carvalho measure), zoom star plot, 3d interval plot, multidimensional scaling for symbolic interval data, dynamic clustering based on distance matrix, HINoV method for symbolic data, Ichino's feature selection method, principal component analysis for symbolic interval data, decision trees for symbolic data based on optimal split with bagging, boosting and random forest approach (+visualization), kernel discriminant analysis for symbolic data, Kohonen's self-organizing maps for symbolic data, replication and profiling, artificial symbolic data generation. (Milligan, G.W., Cooper, M.C. (1985) <doi:10.1007/BF02294245>, Breiman, L. (1996), <doi:10.1007/BF00058655>, Hubert, L., Arabie, P. (1985), <doi:10.1007%2FBF01908075>, Ichino, M., & Yaguchi, H. (1994), <doi:10.1109/21.286391>, Rand, W.M. (1971) <doi:10.1080/01621459.1971.10482356>, Calinski, T., Harabasz, J. (1974) <doi:10.1080/03610927408827101>, Breckenridge, J.N. (2000) <doi:10.1207/S15327906MBR3502_5>, Groenen, P.J.F, Winsberg, S., Rodriguez, O., Diday, E. (2006) <doi:10.1016/j.csda.2006.04.003>, Walesiak, M., Dudek, A. (2008) <doi:10.1007/978-3-540-78246-9_11>, Dudek, A. (2007), <doi:10.1007/978-3-540-70981-7_4>).
How to cite:
Andrzej Dudek (2013). symbolicDA: Analysis of Symbolic Data. R package version 0.7-1, https://cran.r-project.org/web/packages/symbolicDA. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.4-1 (2013-10-12 19:10), 0.4-2 (2015-03-14 08:17), 0.4-3 (2017-12-11 14:29), 0.5-3 (2018-03-25 17:11), 0.6-1 (2019-05-09 22:10), 0.6-2 (2019-08-08 17:30), 0.6-3 (2022-05-27 09:50)
Other packages that cited symbolicDA R package
View symbolicDA citation profile
Other R packages that symbolicDA depends, imports, suggests or enhances
Complete documentation for symbolicDA
Functions, R codes and Examples using the symbolicDA R package
Some associated functions: RSDA2SymbolicDA . 
Some associated R codes: Iscal.SDA.R . SO2Simple.R . Symscal.SDA.R . simple2SO.R .  Full symbolicDA package functions and examples
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