{ "_id": "6aacfce03d719c1f840742fb", "Package": "FPCdpca", "Type": "Package", "Title": "The FPCdpca Criterion on Distributed Principal Component\nAnalysis", "Date": "2026-01-21", "Version": "0.4.0", "Authors@R": "c(person(\"Guangbao\", \"Guo\", role = c(\"aut\", \"cre\"),\nemail = \"ggb11111111@163.com\",\ncomment = c(ORCID = \"0000-0002-4115-6218\")),\nperson(\"Jiarui\", \"Li\", role = \"aut\"))", "Maintainer": "Guangbao Guo ", "Description": "We consider optimal subset selection in the setting that\none needs to use only one data subset to represent the whole\ndata set with minimum information loss, and devise a novel\nintersection-based criterion on selecting optimal subset,\ncalled as the FPC criterion, to handle with the optimal\nsub-estimator in distributed principal component analysis; That\nis, the FPCdpca. The philosophy of the package is described in\nGuo G. (2025) .", "License": "Apache License (== 2.0)", "Encoding": "UTF-8", "RoxygenNote": "7.3.2", "LazyData": "true", "NeedsCompilation": "no", "Packaged": { "Date": "2026-09-18 08:22:18 UTC", "User": "root" }, "Config/testthat/edition": "3", "Author": "Guangbao Guo [aut, cre] (ORCID:\n), Jiarui Li [aut]", "Repository": "https://guangbaog.r-universe.dev", "Date/Publication": "2026-01-21 03:40:09 UTC", "RemoteUrl": "https://github.com/cran/FPCdpca", "RemoteRef": "HEAD", "RemoteSha": "e6d457581b55ec729cc2ea782b853edfb9586a54", "_user": "guangbaog", "_type": "src", "_file": "FPCdpca_0.4.0.tar.gz", "_fileid": "https://r2.ropensci.org/9b5c565b97d721986fd963bb788a9a24fce0262fd59d4cb91d32e325b7979a39", "_filesize": 2263791, "_sha256": "9b5c565b97d721986fd963bb788a9a24fce0262fd59d4cb91d32e325b7979a39", "_expires": "2026-12-27T08:57:02.000Z", "_created": "2026-09-18T08:22:18.000Z", "_published": "2026-09-18T08:57:04.597Z", "_jobs": [ { "job": 105532891768, "time": 167, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "10537996880" }, { "job": 105532891862, "time": 114, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "10538231121" }, { "job": 105532891785, "time": 86, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "10538578465" }, { "job": 105532891870, "time": 94, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "10539890546" }, { "job": 105532162152, "time": 160, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "10538651025" }, { "job": 105532891755, "time": 106, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "10538860895" }, { "job": 105532891782, "time": 70, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "10538201114" }, { "job": 105532891784, "time": 68, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "10538970593" }, { "job": 105532891878, "time": 71, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "10538855796" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/guangbaog/actions/runs/35323796308", "_status": "success", "_upstream": "https://github.com/cran/FPCdpca", "_commit": { "id": "e6d457581b55ec729cc2ea782b853edfb9586a54", "author": "Guangbao Guo ", "committer": "cran-robot ", "message": "version 0.4.0\n", "time": 1768966809 }, "_maintainer": { "name": "Guangbao Guo", "email": "ggb11111111@163.com", "login": "guangbaog", "description": "", "uuid": 141387511, "orcid": "0000-0002-4115-6218" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "matrixcalc", "role": "Imports" }, { "package": "rsvd", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-04", "n": 1 } ], "_tags": [ { "name": "0.4.0", "date": "2026-01-21" } ], "_stars": 0, "_contributors": [ { "user": "guangbaog", "count": 4, "uuid": 141387511 } ], "_userbio": { "uuid": 141387511, "type": "user", "name": "Guangbao Guo", "followers": 3 }, "_downloads": { "count": 227, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/FPCdpca" }, "_searchresults": 0, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/FPCdpca.html", "extra/manual.pdf" ], "_realowner": "guangbaog", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2024-05-27" }, { "version": "0.2.0", "date": "2025-04-10" }, { "version": "0.3.0", "date": "2025-05-09" }, { "version": "0.4.0", "date": "2026-01-21" } ], "_exports": [ "Depca", "Dpca", "Drp", "Drpca", "Drsvd", "Dsvd", "FPC" ], "_datasets": [ { "name": "review", "title": "Review", "object": "review", "class": [ "data.frame" ], "fields": [ "V1", "V2", "V3", "V4", "V5", "V6", "V7", "V8", "V9", "V10", "V11" ], "rows": 981, "table": true, "tojson": true }, { "name": "riboflavin", "title": "Riboflavin Production Data", "object": "riboflavin", "class": [ "data.frame" ], "fields": [ "V1", "V2", "V3", "V4", "V5", "V6", "V7", "V8", "V9", "V10", "V11", "V12", "V13", "V14", "V15", "V16", "V17", "V18", "V19", "V20", "V21", "V22", "V23", "V24", "V25", "V26", "V27", "V28", "V29", "V30", "V31", "V32", "V33", "V34", "V35", "V36", "V37", "V38", "V39", "V40", "V41", "V42", "V43", "V44", "V45", "V46", "V47", "V48", "V49", "V50", "V51", "V52", "V53", "V54", "V55", "V56", "V57", "V58", "V59", "V60", "V61", "V62", "V63", "V64", "V65", "V66", "V67", "V68", "V69", "V70", "V71", "V72" ], "rows": 4090, "table": true, "tojson": true }, { "name": "riboflavinv100", "title": "Riboflavin Production Data (Top 100 Genes)", "object": "riboflavinv100", "class": [ "data.frame" ], "fields": [ "V1", "V2", "V3", "V4", "V5", "V6", "V7", "V8", "V9", "V10", "V11", "V12", "V13", "V14", "V15", "V16", "V17", "V18", "V19", "V20", "V21", "V22", "V23", "V24", "V25", "V26", "V27", "V28", "V29", "V30", "V31", "V32", "V33", "V34", "V35", "V36", "V37", "V38", "V39", "V40", "V41", "V42", "V43", "V44", "V45", "V46", "V47", "V48", "V49", "V50", "V51", "V52", "V53", "V54", "V55", "V56", "V57", "V58", "V59", "V60", "V61", "V62", "V63", "V64", "V65", "V66", "V67", "V68", "V69", "V70", "V71", "V72" ], "rows": 102, "table": true, "tojson": true } ], "_help": [ { "page": "Depca", "title": "Decentralized PCA", "topics": [ "Depca" ] }, { "page": "Dpca", "title": "Distributed Principal Component Analysis (DPCA)", "topics": [ "Dpca" ] }, { "page": "Drp", "title": "Distributed random projection", "topics": [ "Drp" ] }, { "page": "Drpca", "title": "Distributed random PCA", "topics": [ "Drpca" ] }, { "page": "Drsvd", "title": "Distributed Random SVD", "topics": [ "Drsvd" ] }, { "page": "Dsvd", "title": "Distributed svd", "topics": [ "Dsvd" ] }, { "page": "FPC", "title": "FPC", "topics": [ "FPC" ] }, { "page": "review", "title": "Review", "topics": [ "review" ] }, { "page": "riboflavin", "title": "Riboflavin Production Data", "topics": [ "riboflavin" ] }, { "page": "riboflavinv100", "title": "Riboflavin Production Data (Top 100 Genes)", "topics": [ "riboflavinv100" ] } ], "_rundeps": [ "lattice", "Matrix", "matrixcalc", "rsvd" ], "_score": 1, "_indexed": true, "_nocasepkg": "fpcdpca", "_universes": [ "guangbaog" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.4.0", "date": "2026-09-18T08:25:04.000Z", "distro": "resolute", "commit": "e6d457581b55ec729cc2ea782b853edfb9586a54", "fileid": "https://r2.ropensci.org/1a14fc9c19ce010eba15dbe478f44eae56241c8cf2e4c909a15021a0fb8389c3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/35323796308" }, { "r": "4.6.1", "os": "linux", "version": "0.4.0", "date": "2026-09-18T08:24:13.000Z", "distro": "resolute", "commit": "e6d457581b55ec729cc2ea782b853edfb9586a54", "fileid": "https://r2.ropensci.org/144eb5461c4ebb6c442653eb77b099551f3963a1dd00983031cd4955cd0c82fe", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/35323796308" }, { "r": "4.5.3", "os": "mac", "version": "0.4.0", "date": "2026-09-18T08:49:23.000Z", "commit": "e6d457581b55ec729cc2ea782b853edfb9586a54", "fileid": "https://r2.ropensci.org/9215e77a46ee2c69b215f20bd1f5d66165e3d1e2e254cdbea4408305cebed570", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/35323796308" }, { "r": "4.6.1", "os": "mac", "version": "0.4.0", "date": "2026-09-18T08:56:22.000Z", "commit": "e6d457581b55ec729cc2ea782b853edfb9586a54", "fileid": "https://r2.ropensci.org/409604d8debe1b08fe50bcb41ddc385fb3e51399d7c8ddaa15384969dba2e629", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/35323796308" }, { "r": "4.6.0", "os": "wasm", "version": "0.4.0", "date": "2026-09-18T08:24:18.000Z", "commit": "e6d457581b55ec729cc2ea782b853edfb9586a54", "fileid": "https://r2.ropensci.org/ceed70953a8ee93d0d6b6c037e5204f83b2b371c879ebcdcabc2815a9379d946", "status": "success", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/35323796308" }, { "r": "4.7.0", "os": "win", "version": "0.4.0", "date": "2026-09-18T08:23:23.000Z", "commit": "e6d457581b55ec729cc2ea782b853edfb9586a54", "fileid": "https://r2.ropensci.org/394fbedec929b410ddd76361340ba734a184a91932d3936316cc2d2789eb8ad0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/35323796308" }, { "r": "4.5.3", "os": "win", "version": "0.4.0", "date": "2026-09-18T08:23:20.000Z", "commit": "e6d457581b55ec729cc2ea782b853edfb9586a54", "fileid": "https://r2.ropensci.org/3699e0f5e4037ced5bdc4c6bea79f58bbaccb282f6fa3f6579a4f2af822c5f05", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/35323796308" }, { "r": "4.6.1", "os": "win", "version": "0.4.0", "date": "2026-09-18T08:23:23.000Z", "commit": "e6d457581b55ec729cc2ea782b853edfb9586a54", "fileid": "https://r2.ropensci.org/16502c3ab4cd34f5b166a4bda4a16208e14a06602301368a11fbd5086cd8baa3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/guangbaog/actions/runs/35323796308" } ] }