{ "_id": "6a1ee08db401979e7341081a", "Package": "ICS", "Type": "Package", "Title": "Tools for Exploring Multivariate Data via ICS/ICA", "Version": "1.4-2", "Date": "2025-03-17", "Authors@R": "c(person(\"Klaus\", \"Nordhausen\",\nemail = \"klausnordhausenR@gmail.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-3758-8501\")),\nperson(\"Andreas\", \"Alfons\",\nemail = \"alfons@ese.eur.nl\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0002-2513-3788\")),\nperson(\"Aurore\", \"Archimbaud\",\nemail = \"aurore.archimbaud@live.fr\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0002-6511-9091\")),\nperson(\"Hannu\", \"Oja\",\nemail = \"\",\nrole = c(\"aut\"),\ncomment = c(ORCID = \"0000-0002-4945-5976\")),\nperson(\"Anne\", \"Ruiz-Gazen\",\nemail = \"anne.ruiz-gazen@tse-fr.eu\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0001-8970-8061\")),\nperson(\"David E.\", \"Tyler\",\nemail = \"\",\nrole = c(\"aut\")))", "Author": "Klaus Nordhausen [aut, cre]\n(), Andreas Alfons [aut]\n(), Aurore Archimbaud\n[aut] (), Hannu Oja\n[aut] (), Anne\nRuiz-Gazen [aut] (),\nDavid E. Tyler [aut]", "Maintainer": "Klaus Nordhausen ", "Description": "Implementation of Tyler, Critchley, Duembgen and Oja's\n(JRSS B, 2009, ) and Oja,\nSirkia and Eriksson's (AJS, 2006,\n)\nmethod of two different scatter matrices to obtain an invariant\ncoordinate system or independent components, depending on the\nunderlying assumptions.", "License": "GPL (>= 2)", "LazyLoad": "yes", "Encoding": "UTF-8", "NeedsCompilation": "no", "RoxygenNote": "7.2.3", "Config/testthat/edition": "3", "Packaged": { "Date": "2026-05-20 07:17:58 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2025-03-18 21:30:02 UTC", "RemoteUrl": "https://github.com/cran/ICS", "RemoteRef": "HEAD", "RemoteSha": "e5eb4f57cd588e9e1daa007d34310b6f662f63c4", "MD5sum": "02eca67553758e30b92d91ef0d453ce3", "_user": "cran", "_type": "src", "_file": "ICS_1.4-2.tar.gz", "_fileid": "e93e82f6aa87745c0e190fb78afbd289a55edc34cbda660874211f00bdfa0f0f", "_filesize": 1469512, "_sha256": 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"title": "To extract the Component Scores of the ICS Transformation", "topics": [ "components", "components.ICS" ] }, { "page": "cov4", "title": "Scatter Matrix based on Fourth Moments", "topics": [ "cov4" ] }, { "page": "cov4.wt", "title": "Weighted Scatter Matrix based on Fourth Moments", "topics": [ "cov4.wt" ] }, { "page": "covAxis", "title": "One step Tyler Shape Matrix", "topics": [ "covAxis" ] }, { "page": "covOrigin", "title": "Covariance Matrix with Respect to the Origin", "topics": [ "covOrigin" ] }, { "page": "covW", "title": "One-step M-estimator", "topics": [ "covW" ] }, { "page": "fitted.ics", "title": "Fitted Values of an ICS Object", "topics": [ "fitted,ics-method", "fitted-method", "fitted.ics" ] }, { "page": "fitted.ICS-S3", "title": "Fitted Values of the ICS Transformation", "topics": [ "fitted.ICS", "fitted.ICS-S3" ] }, { "page": "gen_kurtosis", "title": "To extract the Generalized Kurtosis Values of the ICS Transformation", "topics": [ "gen_kurtosis", "gen_kurtosis.ICS" ] }, { "page": "ics", "title": "Two Scatter Matrices ICS Transformation", "topics": [ "ics" ] }, { "page": "ICS_scatter", "title": "Location and Scatter Estimates for ICS", "topics": [ "ICS_cov", "ICS_cov4", "ICS_covAxis", "ICS_covW", "ICS_scatter", "ICS_scovq", "ICS_tM" ] }, { "page": "ics-class", "title": "Class ICS", "topics": [ "ics-class" ] }, { "page": "ICS-S3", "title": "Two Scatter Matrices ICS Transformation", "topics": [ "ICS", "ICS-S3" ] }, { "page": "ics.components", "title": "Extracting ICS Components", "topics": [ "ics.components" ] }, { "page": "ics2", "title": "Two Scatter Matrices ICS Transformation Augmented by Two Location Estimates", "topics": [ "ics2" ] }, { "page": "ics2-class", "title": "Class ICS2", "topics": [ "ics2-class" ] }, { "page": "mean3", "title": "Location Estimate based on Third Moments", "topics": [ "mean3" ] }, { "page": "Mean3Cov4", "title": "Location Vector Based on 3rd Moments and Scatter Matrix Based on 4th Moments", "topics": [ "Mean3Cov4" ] }, { "page": "MeanCov", "title": "Mean Vector and Covariance Matrix", "topics": [ "MeanCov" ] }, { "page": "mvnorm.kur.test", "title": "Test of Multivariate Normality Based on Kurtosis", "topics": [ "mvnorm.kur.test" ] }, { "page": "mvnorm.skew.test", "title": "Test of Multivariate Normality Based on Skewness", "topics": [ "mvnorm.skew.test" ] }, { "page": "plot.ics", "title": "Scatterplot for a ICS Object", "topics": [ "plot,ics,missing-method", "plot-ics", "plot-method", "plot.ics" ] }, { "page": "plot.ICS-S3", "title": "Scatterplot Matrix of Component Scores from the ICS Transformation", "topics": [ "plot.ICS", "plot.ICS-S3" ] }, { "page": "print.ics", "title": "Basic information of ICS Object", "topics": [ "print.ics", "show,ics-method" ] }, { "page": "print.ICS-S3", "title": "Basic information of ICS Object", "topics": [ "print.ICS", "print.ICS-S3" ] }, { "page": "print.ics2", "title": "Basic information of ICS2 Object", "topics": [ "print.ics2", "show,ics2-method" 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