{ "_id": "6aaf870d3d719c1f8407e797", "Package": "CVThresh", "Title": "Level-Dependent Cross-Validation Thresholding", "Version": "1.1.2", "Date": "2022-05-02", "Author": "Donghoh Kim , Hee-Seok Oh\n", "Maintainer": "Donghoh Kim ", "Description": "The level-dependent cross-validation method is implemented\nfor the selection of thresholding value in wavelet shrinkage.\nThis procedure is implemented by coupling a conventional cross\nvalidation with an imputation method due to a limitation of\ndata length, a power of 2. It can be easily applied to\nclassical leave-one-out and k-fold cross validation. Since the\nprocedure is computationally fast, a level-dependent cross\nvalidation can be performed for wavelet shrinkage of various\ndata such as a data with correlated errors.", "License": "GPL (>= 2)", "NeedsCompilation": "no", "Packaged": { "Date": "2026-09-20 07:08:44 UTC", "User": "root" }, "Repository": "https://dkimstatlab.r-universe.dev", "Date/Publication": "2022-05-02 02:20:02 UTC", "RemoteUrl": "https://github.com/cran/CVThresh", "RemoteRef": "HEAD", "RemoteSha": "8da55e104bb57a9f1ba0df3ba2c1e27e4601e4ee", "_user": "dkimstatlab", "_type": "src", "_file": "CVThresh_1.1.2.tar.gz", "_fileid": "https://r2.ropensci.org/41fa9a96734345adc2c865c32a293fcf0bd0dbc877e4737461678a16e6c1f706", "_filesize": 213331, "_sha256": "41fa9a96734345adc2c865c32a293fcf0bd0dbc877e4737461678a16e6c1f706", "_expires": "2026-12-29T07:11:07.000Z", "_created": "2026-09-20T07:08:44.000Z", "_published": "2026-09-20T07:11:09.325Z", "_jobs": [ { "job": 106039189358, "time": 106, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "10601170219" }, { "job": 106039189396, "time": 92, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "10600524091" }, { "job": 106039189412, "time": 83, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "10600304773" }, { "job": 106039189418, "time": 80, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "10600605859" }, { "job": 106038878985, "time": 147, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "10601140128" }, { "job": 106039189390, "time": 98, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "10600299719" }, { "job": 106039189385, "time": 55, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "10600269874" }, { "job": 106039189395, "time": 65, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "10599804797" }, { "job": 106039189461, "time": 53, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "10600700337" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/dkimstatlab/actions/runs/35495972096", "_status": "success", "_upstream": "https://github.com/cran/CVThresh", "_commit": { "id": "8da55e104bb57a9f1ba0df3ba2c1e27e4601e4ee", "author": "Donghoh Kim ", "committer": "cran-robot ", "message": "version 1.1.2\n", "time": 1651458002 }, "_maintainer": { "name": "Donghoh Kim", "email": "donghoh.kim@gmail.com", "login": "dkimstatlab", "description": "", "uuid": 97018052 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.15.1", "role": "Depends" }, { "package": "wavethresh", "version": ">= 4.6.1", "role": "Depends" }, { "package": "EbayesThresh", "version": ">= 1.3.2", "role": "Depends" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "dkimstatlab", "count": 6, "uuid": 97018052 } ], "_userbio": { "uuid": 97018052, "type": "user", "name": "dkimstatlab", "followers": 0 }, "_downloads": { "count": 301, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/CVThresh" }, "_searchresults": 10, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/CVThresh.html", "extra/manual.pdf" ], "_realowner": "dkimstatlab", "_cranurl": false, "_releases": [ { "version": "1.0.0", "date": "2006-03-13" }, { "version": "1.0.1", "date": "2006-04-21" }, { "version": "1.0.5", "date": "2006-10-04" }, { "version": "1.1.0", "date": "2012-10-29" }, { "version": "1.1.1", "date": "2013-01-18" }, { "version": "1.1.2", "date": "2022-05-02" } ], "_exports": [ "cvimpute.by.wavelet", "cvimpute.image.by.wavelet", "cvtype", "cvtype.image", "cvwavelet", "cvwavelet.after.impute", "cvwavelet.image", "cvwavelet.image.after.impute", "dopp", "fg1", "heav", "ppoly" ], "_datasets": [ { "name": "ipd", "title": "Inductance plethysmography data", "object": "ipd", "file": "ipd.rda", "class": [ "rts" ], "fields": [], "table": false, "tojson": false } ], "_help": [ { "page": "cvimpute.by.wavelet", "title": "Imputation by wavelet", "topics": [ "cvimpute.by.wavelet" ] }, { "page": "cvimpute.image.by.wavelet", "title": "Imputation for two-dimensional data by wavelet", "topics": [ "cvimpute.image.by.wavelet" ] }, { "page": "CVThresh", "title": "Level-Dependent Cross-Validation Approach for Wavelet Thresholding", "topics": [ "CVThresh-package", "CVThresh" ] }, { "page": "cvtype", "title": "Generating test dataset index for cross-validation", "topics": [ "cvtype" ] }, { "page": "cvtype.image", "title": "Generating test dataset index of two-dimensional data for cross-validation", "topics": [ "cvtype.image" ] }, { "page": "cvwavelet", "title": "Wavelet reconstruction by level-dependent Cross-Validation", "topics": [ "cvwavelet" ] }, { "page": "cvwavelet.after.impute", "title": "Cross-Validation Wavelet Shrinkage after imputation", "topics": [ "cvwavelet.after.impute" ] }, { "page": "cvwavelet.image", "title": "Wavelet reconstruction of image by level-dependent Cross-Validation", "topics": [ "cvwavelet.image" ] }, { "page": "cvwavelet.image.after.impute", "title": "Cross-Validation Wavelet Shrinkage for two-dimensional data after imputation", "topics": [ "cvwavelet.image.after.impute" ] }, { "page": "dopp", "title": "Doppler function", "topics": [ "dopp" ] }, { "page": "fg1", "title": "fg1 function", "topics": [ "fg1" ] }, { "page": "heav", "title": "Heavisine function", "topics": [ "heav" ] }, { "page": "ipd", "title": "Inductance plethysmography data", "topics": [ "ipd" ] }, { "page": "ppoly", "title": "Piecewise polynomial function", "topics": [ "poly", "ppoly" ] } ], "_rundeps": [ "EbayesThresh", "MASS", "wavethresh" ], "_score": 1, "_indexed": true, "_nocasepkg": "cvthresh", "_universes": [ "dkimstatlab" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.1.2", "date": "2026-09-20T07:10:32.000Z", "distro": "resolute", "commit": "8da55e104bb57a9f1ba0df3ba2c1e27e4601e4ee", "fileid": "https://r2.ropensci.org/a3a6659dee34696421f46361190a457df8370e0cf3f1e1036c9059a1b6504eca", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/dkimstatlab/actions/runs/35495972096" }, { "r": "4.6.1", "os": "linux", "version": "1.1.2", "date": "2026-09-20T07:10:21.000Z", "distro": "resolute", "commit": "8da55e104bb57a9f1ba0df3ba2c1e27e4601e4ee", "fileid": "https://r2.ropensci.org/74d92788c13377dbb7a057b3379025bed9c6fbaa7a7da18d56c80d01f5475851", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/dkimstatlab/actions/runs/35495972096" }, { "r": "4.5.3", "os": "mac", "version": "1.1.2", "date": "2026-09-20T07:10:16.000Z", "commit": "8da55e104bb57a9f1ba0df3ba2c1e27e4601e4ee", "fileid": "https://r2.ropensci.org/d22034a76d2206f5a50212fa4ff3aad6f50cdeeb09b5bfb20b9cd0a02e6e669c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/dkimstatlab/actions/runs/35495972096" }, { "r": "4.6.1", "os": "mac", "version": "1.1.2", "date": "2026-09-20T07:10:12.000Z", "commit": "8da55e104bb57a9f1ba0df3ba2c1e27e4601e4ee", "fileid": "https://r2.ropensci.org/368b00d129aec0cd2090943e4b579110f57127f0a4f7d595d7092be09b667b64", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/dkimstatlab/actions/runs/35495972096" }, { "r": "4.6.0", "os": "wasm", "version": "1.1.2", "date": "2026-09-20T07:10:36.000Z", "commit": "8da55e104bb57a9f1ba0df3ba2c1e27e4601e4ee", "fileid": "https://r2.ropensci.org/d177e8f696b0f5b2b637d586c64f640011ad565dab2b75733b2e981b73050e34", "status": "success", "buildurl": "https://github.com/r-universe/dkimstatlab/actions/runs/35495972096" }, { "r": "4.7.0", "os": "win", "version": "1.1.2", "date": "2026-09-20T07:09:37.000Z", "commit": "8da55e104bb57a9f1ba0df3ba2c1e27e4601e4ee", "fileid": "https://r2.ropensci.org/67eae4e51e4c75cd9a4847dd14ee7f8eb9c4c1878bcdcd73779f9c033eae8c8a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/dkimstatlab/actions/runs/35495972096" }, { "r": "4.5.3", "os": "win", "version": "1.1.2", "date": "2026-09-20T07:09:45.000Z", "commit": "8da55e104bb57a9f1ba0df3ba2c1e27e4601e4ee", "fileid": "https://r2.ropensci.org/710010448605ab4e767c0fc6efddf01bb053e5544cc33695de271f8037e815d1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/dkimstatlab/actions/runs/35495972096" }, { "r": "4.6.1", "os": "win", "version": "1.1.2", "date": "2026-09-20T07:09:35.000Z", "commit": "8da55e104bb57a9f1ba0df3ba2c1e27e4601e4ee", "fileid": "https://r2.ropensci.org/b4b1bc48a2debc93d7663acdf30578ced5530ad1a3d7ab51582a11cd0244414e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/dkimstatlab/actions/runs/35495972096" } ] }