To reference or cite the objects present in the Software Heritage archive, permalinks based on SoftWare Heritage persistent IDentifiers (SWHIDs) must be used instead of copying and pasting the url from the address bar of the browser (as there is no guarantee the current URI scheme will remain the same over time).
Select below a type of object currently browsed in order to display its associated SWHID and permalink.
Package: CluMix Type: Package Title: Clustering and Visualization of Mixed-Type Data Version: 2.1 Date: 2017-09-19 Author: M. Hummel, D. Edelmann, A. Kopp-Schneider Maintainer: Manuela Hummel <firstname.lastname@example.org> Description: Provides utilities for clustering subjects and variables of mixed data types. Similarities between subjects are measured by Gower's general similarity coefficient with an extension of Podani for ordinal variables. Similarities between variables can be assessed i) by combination of appropriate measures of association for different pairs of data types or ii) based on distance correlation. Alternatively, variables can also be clustered by the 'ClustOfVar' approach. The main feature of the package is the generation of a mixed-data heatmap. For visualizing similarities between either subjects or variables, a heatmap of the corresponding distance matrix can be drawn. Associations between variables can be explored by a 'confounder plot', which allows visual detection of possible confounding, collinear, or surrogate factors for some variables of primary interest. Distance matrices and dendrograms for subjects and variables can be derived and used for further visualizations and applications. This work was supported by BMBF grant 01ZX1609B, Germany. License: GPL (>= 2) Depends: Imports: ClustOfVar, Hmisc, DescTools, extracat, marray, FD, gplots, Matrix, Biobase Suggests: devtools, dendextend NeedsCompilation: no Packaged: 2017-09-19 09:09:45 UTC; hummelma Repository: CRAN Date/Publication: 2017-09-19 09:26:31 UTC