{ "_id": "6a169771acfb0bcc41d7c5eb", "Package": "ConNEcT", "Title": "Contingency Measure-Based Networks for Binary Time Series", "Version": "0.7.27", "Authors@R": "c(\nperson(\"Nadja\", \"Bodner\", email = \"nadja.bodner@kuleuven.be\",role = c(\"aut\", \"cre\")),\nperson(\"Eva\", \"Ceulemans\", email = \"eva.ceulemans@kuleuven.be\",role = c(\"ctb\",\"rev\")))", "Maintainer": "Nadja Bodner ", "Description": "The ConNEcT approach investigates the pairwise association\nstrength of binary time series by calculating contingency\nmeasures and depicts the results in a network. The package\nincludes features to explore and visualize the data. To\ncalculate the pairwise concurrent or temporal sequenced\nrelationship between the variables, the package provides seven\ncontingency measures (proportion of agreement, classical &\ncorrected Jaccard, Cohen's kappa, phi correlation coefficient,\nodds ratio, and log odds ratio), however, others can easily be\nimplemented. The package also includes non-parametric\nsignificance tests, that can be applied to test whether the\ncontingency value quantifying the relationship between the\nvariables is significantly higher than chance level. Most\nimportantly this test accounts for auto-dependence and relative\nfrequency.See Bodner et al.(2021) .Finally, a network can be drawn. Variables\ndepicted the nodes of the network, with the node size adapted\nto the prevalence. The association strength between the\nvariables defines the undirected (concurrent) or directed\n(temporal sequenced) links between the nodes. The results of\nthe non-parametric significance test can be included by\ndepicting either all links or only the significant ones.\nTutorial see Bodner et al.(2021)\n.", "License": "GPL (>= 2)", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.1.2", "Config/testthat/edition": "3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-27 06:59:29 UTC", "User": "root" }, "Author": "Nadja Bodner [aut, cre], Eva Ceulemans [ctb, rev]", "Config/pak/sysreqs": "cmake libglpk-dev make libicu-dev libjpeg-dev\nlibpng-dev libuv1-dev libxml2-dev", "Repository": "https://nabod0815.r-universe.dev", "Date/Publication": "2022-05-09 06:10:13 UTC", "RemoteUrl": "https://github.com/cran/ConNEcT", "RemoteRef": "HEAD", "RemoteSha": "ee8427c4e5c4d4720a58ec2eae2c33731736d021", "MD5sum": "ce1c12a8a0122f2e75778d4504a8ca69", "_user": "nabod0815", "_type": "src", "_file": "ConNEcT_0.7.27.tar.gz", "_fileid": "81efaa0cf026fc717bbc23f594ec76503ca113535a0472ef5921a0493c9bcf45", "_filesize": 161340, 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