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CRAN: Package SensMap

SensMap: Sensory and Consumer Data Mapping

Provides Sensory and Consumer Data mapping and analysis <doi:10.14569/IJACSA.2017.081266>. The mapping visualization is made available from several features : options in dimension reduction methods and prediction models ranging from linear to non linear regressions. A smoothed version of the map performed using locally weighted regression algorithm is available. A selection process of map stability is provided. A 'shiny' application is included. It presents an easy GUI for the implemented functions as well as a comparative tool of fit models using several criteria. Basic analysis such as characterization of products, panelists and sessions likewise consumer segmentation are also made available.

Version: 0.7 Depends: R (≥ 4.0), stats, grDevices, graphics Imports: doBy, lattice, FactoMineR, MCMCpack, factoextra, fields, ggdendro, glmulti, mgcv, plotly, shiny, ggplot2, reshape2 Suggests: testthat Published: 2022-07-04 DOI: 10.32614/CRAN.package.SensMap Author: Ibtihel Rebhi [aut, cre], Dhafer Malouche [ctb] Maintainer: Ibtihel Rebhi <ibtihel.rebhi at enit.utm.tn> License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] URL: https://github.com/IbtihelRebhi/SensMap NeedsCompilation: no CRAN checks: SensMap results Documentation: Downloads: Linking:

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