BIOCONDUCTOR . ORG {
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Title:
Bioconductor - limpca
Description:
This package has for objectives to provide a method to make Linear Models for high-dimensional designed data. limpca applies a GLM (General Linear Model) version of ASCA and APCA to analyse multivariate sample profiles generated by an experimental design. ASCA/APCA provide powerful visualization tools for multivariate structures in the space of each effect of the statistical model linked to the experimental design and contrarily to MANOVA, it can deal with mutlivariate datasets having more variables than observations. This method can handle unbalanced design.
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Keywords {🔍}
package, bioconductor, limpca, version, packages, linear, release, source, started, highdimensional, designed, data, ascaapca, methods, design, aut, ctb, martin, enter, install, html, script, reports, binary, learn, developers, software, modeling, based, family, provide, method, model, multivariate, experimental, visualization, govaerts, franceschini, van, oirbeek, thiel, manon, benaiche, installation, start, documentation, system, analysis, dataset, details,
Topics {✒️}
org/packages/limpca source repository io/limpca/ bug reports high-dimensional designed data joint galaxy/bioconductor conference bioconductor release tgz source repository source package release //code bioconductor support site asca/apca family statistical model linked gz windows binary zip macos binary tgz macos binary sebastien franceschini [ctb] make linear models general linear model git clone https handle unbalanced design /manonmartin/limpca/issues bernadette govaerts [aut michel thiel [aut] manon martin [aut script reference manual details biocviews s4vectors system requirements package installed /manonmartin/limpca https packages van oirbeek started install visualization version package multivariate structures bioconductor //bioconductor limpca applies linear modeling experimental design org registration open mutlivariate datasets cre] orcid quietly = true older versions trout dataset uch dataset pdf news developer access
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