DEMOVA: DEvelopment (of Multi-Linear QSPR/QSAR) MOdels VAlidated using Test Set

Tool for the development of multi-linear QSPR/QSAR models (Quantitative structure-property/activity relationship). Theses models are used in chemistry, biology and pharmacy to find a relationship between the structure of a molecule and its property (such as activity, toxicology but also physical properties). The various functions of this package allows: selection of descriptors based of variances, intercorrelation and user expertise; selection of the best multi-linear regression in terms of correlation and robustness; methods of internal validation (Leave-One-Out, Leave-Many-Out, Y-scrambling) and external using test sets.

Version: 1.0
Depends: leaps
Suggests: testthat
Published: 2016-03-15
Author: Vinca Prana
Maintainer: Vinca Prana <vinca.prana at free.fr>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: DEMOVA results

Downloads:

Reference manual: DEMOVA.pdf
Package source: DEMOVA_1.0.tar.gz
Windows binaries: r-devel: DEMOVA_1.0.zip, r-release: DEMOVA_1.0.zip, r-oldrel: DEMOVA_1.0.zip
OS X El Capitan binaries: r-release: DEMOVA_1.0.tgz
OS X Mavericks binaries: r-oldrel: DEMOVA_1.0.tgz

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