smacof
Multidimensional Scaling
Implements the following approaches for multidimensional scaling (MDS) based on stress minimization using majorization (smacof): ratio/interval/ordinal/spline MDS on symmetric dissimilarity matrices, MDS with external constraints on the configuration, individual differences scaling (idioscal, indscal), MDS with spherical restrictions, and ratio/interval/ordinal/spline unfolding (circular restrictions, row-conditional). Various tools and extensions like jackknife MDS, bootstrap MDS, permutation tests, MDS biplots, gravity models, unidimensional scaling, drift vectors (asymmetric MDS), classical scaling, and Procrustes are implemented as well.
- Version2.1-7
- R version≥ 3.5.0
- LicenseGPL-3
- Needs compilation?Yes
- smacof citation info
- Last release10/10/2024
Documentation
Team
Patrick Mair
Jan De Leeuw
Show author detailsRolesAuthorPatrick J. F. Groenen
Show author detailsRolesAuthorIngwer Borg
Show author detailsRolesContributor
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- Depends4 packages
- Imports12 packages
- Suggests6 packages
- Reverse Depends3 packages
- Reverse Imports11 packages
- Reverse Suggests6 packages