{ "_id": "6a101360acfb0bcc41c835ae", "Package": "npcp", "Type": "Package", "Title": "Some Nonparametric CUSUM Tests for Change-Point Detection in\nPossibly Multivariate Observations", "Version": "0.2-6", "Date": "2024-10-18", "Authors@R": "c(person(\"Ivan\", \"Kojadinovic\", role = c(\"aut\",\"cre\"),\nemail = \"ivan.kojadinovic@univ-pau.fr\",\ncomment = c(ORCID = \"0000-0002-2903-1543\")),\nperson(\"Alex\", \"Verhoijsen\", role = \"ctb\",\ncomment = c(ORCID = \"0000-0003-0649-2280\"))\n)", "Maintainer": "Ivan Kojadinovic ", "Description": "Provides nonparametric CUSUM tests for detecting changes\nin possibly serially dependent univariate or low-dimensional\nmultivariate observations. Retrospective tests sensitive to\nchanges in the expectation, the variance, the covariance, the\nautocovariance, the distribution function, Spearman's rho,\nKendall's tau, Gini's mean difference, and the copula are\nprovided, as well as a test for detecting changes in the\ndistribution of independent block maxima (with environmental\nstudies in mind). The package also contains a test sensitive to\nchanges in the autocopula and a combined test of stationarity\nsensitive to changes in the distribution function and the\nautocopula. The latest additions are an open-end sequential\ntest based on the retrospective CUSUM statistic that can be\nused for monitoring changes in the mean of possibly serially\ndependent univariate observations, as well as closed-end and\nopen-end sequential tests based on empirical distribution\nfunctions that can be used for monitoring changes in the\ncontemporary distribution of possibly serially dependent\nunivariate or low-dimensional multivariate observations.", "License": "GPL (>= 3) | file LICENCE", "LazyLoad": "yes", "Encoding": "UTF-8", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-15 06:03:16 UTC", "User": "root" }, "Author": "Ivan Kojadinovic [aut, cre]\n(), Alex Verhoijsen\n[ctb] ()", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2024-10-18 08:00:02 UTC", "RemoteUrl": "https://github.com/cran/npcp", "RemoteRef": "HEAD", "RemoteSha": "d602c9b50730560c947fb776bfd3c7b4f4905bf8", "MD5sum": "f1a4168805624db1e6f02fa9aab5ee37", "_user": "cran", "_type": 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