BIOCONDUCTOR . ORG {
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Title:
Bioconductor - epimutacions
Description:
The package includes some statistical outlier detection methods for epimutations detection in DNA methylation data. The methods included in the package are MANOVA, Multivariate linear models, isolation forest, robust mahalanobis distance, quantile and beta. The methods compare a case sample with a suspected disease against a reference panel (composed of healthy individuals) to identify epimutations in the given case sample. It also contains functions to annotate and visualize the identified epimutations.
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Keywords {🔍}
package, bioconductor, packages, version, aut, orcid, epimutacions, release, detection, methods, epimutations, source, methylation, data, case, enter, install, license, txdbhsapiensucschgknowngene, reports, binary, learn, developers, started, software, robust, outlier, dna, doi, sample, reference, dolors, pelegrisiso, ruizarenas, hernandezferrer, abarrategui, guidelines, installation, start, documentation, system, text, details, bioc, stats, url, macos, epimutacionstgz, repository, git,
Topics {✒️}
/isglobal-brge/epimutacions bug reports org/packages/epimutacions source repository joint galaxy/bioconductor conference dolors pelegri-siso [aut /isglobal-brge/epimutacions/issues bioconductor release tgz source repository source package bioconductor package release guidelines //code bioconductor support site robust outlier identification dna methylation data multivariate linear models robust mahalanobis distance gz windows binary script reference manual tgz macos binary git clone https details biocviews ggrepel system requirements package includes package installed ruiz-arenas hernandez-ferrer packages started install methylation data cre] orcid package macos binary bioconductor //bioconductor methods included methods compare reference panel art methods �epimutation detection registration open epimutations detection isolation forest suspected disease healthy individuals 0000-0002-1175-038x maintainer escribà-montagut pelegrí-sisó ryser-welch pérez-jurado
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