{ "_id": "6ac21174773a0037682c1521", "Package": "spfilteR", "Type": "Package", "Title": "Semiparametric Spatial Filtering with Eigenvectors in\n(Generalized) Linear Models", "Version": "2.2.0", "Authors@R": "person(\"Sebastian\", \"Juhl\",email = \"sebastian.juhl@t-online.de\",\nrole = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0002-7123-5398\"))", "Description": "Tools to decompose (transformed) spatial connectivity\nmatrices and perform supervised or unsupervised semiparametric\nspatial filtering in a regression framework. The package\nsupports unsupervised spatial filtering in standard linear as\nwell as some generalized linear regression models.", "License": "GPL-3", "URL": "https://github.com/sjuhl/spfilteR", "BugReports": "https://github.com/sjuhl/spfilteR/issues", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "Repository": "https://sjuhl.r-universe.dev", "Date/Publication": "2026-01-07 07:42:41 UTC", "RemoteUrl": "https://github.com/sjuhl/spfilter", "RemoteRef": "HEAD", "RemoteSha": "1e4262304c3b521e79bf319bb26cbd306d5d39de", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-04 08:21:44 UTC", "User": "root" }, "Author": "Sebastian Juhl [aut, cre] (ORCID:\n)", "Maintainer": "Sebastian Juhl ", "_user": "sjuhl", "_type": "src", "_file": "spfilteR_2.2.0.tar.gz", "_fileid": "https://r2.ropensci.org/7634323f3dc874df9eb9b86d3ebd3c2a7c5b40884baf35969933a82515824d11", "_filesize": 280914, "_sha256": "7634323f3dc874df9eb9b86d3ebd3c2a7c5b40884baf35969933a82515824d11", "_expires": "2027-01-12T08:42:27.000Z", "_created": "2026-10-04T08:21:44.000Z", "_published": "2026-10-04T08:42:28.871Z", "_jobs": [ { "job": 111396069411, "time": 190, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11297774024" }, { "job": 111396069494, "time": 188, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11297789118" }, { "job": 111396069414, "time": 238, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11297299737" }, { "job": 111396069425, "time": 275, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11298279597" }, { "job": 111395656147, "time": 149, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11297753665" }, { "job": 111396069504, "time": 72, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11297454677" }, { "job": 111396069471, "time": 220, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11297808960" }, { "job": 111396069466, "time": 183, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11298312816" }, { "job": 111396069489, "time": 224, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11297358348" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/sjuhl/actions/runs/37188524200", "_status": "success", "_upstream": "https://github.com/sjuhl/spfilter", "_commit": { "id": "1e4262304c3b521e79bf319bb26cbd306d5d39de", "author": "Sebastian Juhl ", "committer": "Sebastian Juhl ", "message": "new roxygen2 version\n", "time": 1767771761 }, "_maintainer": { "name": "Sebastian Juhl", "email": "sebastian.juhl@t-online.de", "login": "sjuhl", "description": "Data Scientist & Researcher", "uuid": 35657945, "orcid": "0000-0002-7123-5398" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "stats", "role": "Imports" }, { "package": "testthat", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "sjuhl", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-02", "n": 5 } ], "_tags": [ { "name": "v2.2.0", "date": "2026-01-06" } ], "_stars": 7, "_contributors": [ { "user": "sjuhl", "count": 153, "uuid": 35657945 } ], "_userbio": { "uuid": 35657945, "type": "user", "name": "Sebastian Juhl", "followers": 8, "description": "Data Scientist & Researcher" }, "_downloads": { "count": 390, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/spfilteR" }, "_devurl": "https://github.com/sjuhl/spfilter", "_searchresults": 8, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/spfilteR.html" ], "_homeurl": "https://github.com/sjuhl/spfilter", "_realowner": "sjuhl", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2020-12-07" }, { "version": "1.1.0", "date": "2021-05-13" }, { "version": "1.1.1", "date": "2021-10-05" }, { "version": "1.1.2", "date": "2022-01-18" }, { "version": "1.1.4", "date": "2022-03-09" }, { "version": "1.1.5", "date": "2022-08-22" }, { "version": "2.0.0", "date": "2025-01-22" }, { "version": "2.1.0", "date": "2025-02-21" }, { "version": "2.2.0", "date": "2026-01-08" } ], "_exports": [ "getEVs", "glmFilter", "lmFilter", "MI.decomp", "MI.ev", "MI.local", "MI.resid", "MI.sf", "MI.vec", "partialR2", "vif.ev", "vp" ], "_datasets": [ { "name": "fakedataset", "title": "Synthetic Dataset", "object": "fakedata", "class": [ "data.frame" ], "fields": [ "ID", "indicator", "count", "x1", "x2", "x3", "negative", "negcount" ], "rows": 100, "table": true, "tojson": true }, { "name": "W", "title": "Synthetic Dataset", "object": "fakedata", "class": [ "matrix", "array" ], "fields": [ "1", "2", "3", "4", "5", "6", "7", "8", "9", "10", "11", "12", "13", "14", "15", "16", "17", "18", "19", "20", "21", "22", "23", "24", "25", "26", "27", "28", "29", "30", "31", "32", "33", "34", "35", "36", "37", "38", "39", "40", "41", "42", "43", "44", "45", "46", "47", "48", "49", "50", "51", "52", "53", "54", "55", "56", "57", "58", "59", "60", "61", "62", "63", "64", "65", "66", "67", "68", "69", "70", "71", "72", "73", "74", "75", "76", "77", "78", "79", "80", "81", "82", "83", "84", "85", "86", "87", "88", "89", "90", "91", "92", "93", "94", "95", "96", "97", "98", "99", "100" ], "rows": 100, "table": true, "tojson": true } ], "_help": [ { "page": "fakedata", "title": "Synthetic Dataset", "topics": [ "fakedata", "fakedataset", "W" ] }, { "page": "getEVs", "title": "Eigenfunction Decomposition of a (Transformed) Spatial Connectivity Matrix", "topics": [ "getEVs" ] }, { "page": "glmFilter", "title": "Unsupervised Spatial Filtering with Eigenvectors in Generalized Linear Regression Models", "topics": [ "glmFilter" ] }, { "page": "lmFilter", "title": "Unsupervised Spatial Filtering with Eigenvectors in Linear Regression Models", "topics": [ "lmFilter", "summary.spfilter" ] }, { "page": "MI.decomp", "title": "Decomposition of the Moran Coefficient", "topics": [ "MI.decomp" ] }, { "page": "MI.ev", "title": "Moran Coefficients of Eigenvectors", "topics": [ "MI.ev" ] }, { "page": "MI.local", "title": "Local Moran Coefficient", "topics": [ "MI.local" ] }, { "page": "MI.resid", "title": "Moran Test for Residual Spatial Autocorrelation", "topics": [ "MI.resid" ] }, { "page": "MI.sf", "title": "Moran Coefficient of the Spatial Filter", "topics": [ "MI.sf" ] }, { "page": "MI.vec", "title": "Moran Test for Spatial Autocorrelation", "topics": [ "MI.vec" ] }, { "page": "partialR2", "title": "Coefficient of Partial Determination", "topics": [ "partialR2" ] }, { "page": "vif.ev", "title": "Variance Inflation Factor of Eigenvectors", "topics": [ "vif.ev" ] }, { "page": "vp", "title": "Variance Partitioning with Moran Spectral Randomization", "topics": [ "vp" ] } ], "_readme": "https://github.com/sjuhl/spfilter/raw/HEAD/README.md", "_rundeps": [], "_vignettes": [ { "source": "spfilteR_vignette.Rmd", "filename": "spfilteR_vignette.html", "title": "spfilteR: Semiparametric Spatial Filtering with Eigenvectors in (Generalized) Linear Models", "author": "Sebastian Juhl", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Installation", "Getting Started", "Identifying Spatial Autocorrelation", "Unsupervised Spatial Filtering in Linear Models", "Extension to Generalized Linear Models", "References" ], "created": "2020-10-29 14:17:27", "modified": "2026-01-06 07:43:48", "commits": 8 } ], "_score": 4.544068044350276, "_indexed": true, "_nocasepkg": "spfilter", "_universes": [ "sjuhl" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "2.2.0", "date": "2026-10-04T08:23:32.000Z", "distro": "resolute", "commit": "1e4262304c3b521e79bf319bb26cbd306d5d39de", "fileid": "https://r2.ropensci.org/f5fc40ae69db316a4994e2a9085a44f4a3834b43c94f76d850af2d420492abca", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sjuhl/actions/runs/37188524200" }, { "r": "4.6.1", "os": "linux", "version": "2.2.0", "date": "2026-10-04T08:23:30.000Z", "distro": "resolute", "commit": "1e4262304c3b521e79bf319bb26cbd306d5d39de", "fileid": "https://r2.ropensci.org/83728952e89ac8b10039f43f903cfff1cfd4702c4a93febe2bf5902213313bc5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sjuhl/actions/runs/37188524200" }, { "r": "4.5.3", "os": "mac", "version": "2.2.0", "date": "2026-10-04T08:40:13.000Z", "commit": "1e4262304c3b521e79bf319bb26cbd306d5d39de", "fileid": "https://r2.ropensci.org/b00d61ad44abc81ce9c86b0467eb3ab7e4795a41f00c01e460fe258cef6a666a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sjuhl/actions/runs/37188524200" }, { "r": "4.6.1", "os": "mac", "version": "2.2.0", "date": "2026-10-04T08:39:52.000Z", "commit": "1e4262304c3b521e79bf319bb26cbd306d5d39de", "fileid": "https://r2.ropensci.org/ee9a42593df8c8d40dcefafd7c8e88adeb8eb6abc52645c1998fae5eb1d54429", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sjuhl/actions/runs/37188524200" }, { "r": "4.6.0", "os": "wasm", "version": "2.2.0", "date": "2026-10-04T08:23:14.000Z", "commit": "1e4262304c3b521e79bf319bb26cbd306d5d39de", "fileid": "https://r2.ropensci.org/9a653104f22fe61b858111536f849666e19d71a3c90766dc52d98f9346bfb133", "status": "success", "buildurl": "https://github.com/r-universe/sjuhl/actions/runs/37188524200" }, { "r": "4.7.0", "os": "win", "version": "2.2.0", "date": "2026-10-04T08:23:18.000Z", "commit": "1e4262304c3b521e79bf319bb26cbd306d5d39de", "fileid": "https://r2.ropensci.org/db83984db2b4890907fdf0170ce30e01dbe1da08715d910e76c416acd3b6340d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sjuhl/actions/runs/37188524200" }, { "r": "4.5.3", "os": "win", "version": "2.2.0", "date": "2026-10-04T08:23:22.000Z", "commit": "1e4262304c3b521e79bf319bb26cbd306d5d39de", "fileid": "https://r2.ropensci.org/817edd0c7e9a8094b69391c9428807a5874e6d9110756cb1e7b9cc1779118725", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sjuhl/actions/runs/37188524200" }, { "r": "4.6.1", "os": "win", "version": "2.2.0", "date": "2026-10-04T08:22:58.000Z", "commit": "1e4262304c3b521e79bf319bb26cbd306d5d39de", "fileid": "https://r2.ropensci.org/1909f337d6d00495c724bb383d50f29edfad96c5ac563a51e7ecbaf39fd1f912", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sjuhl/actions/runs/37188524200" } ] }