{ "_id": "6a1043aeacfb0bcc41c9dfe7", "Package": "packMBPLSDA", "Type": "Package", "Title": "Multi-Block Partial Least Squares Discriminant Analysis", "Version": "0.9.0", "Date": "2022-06-20", "Author": "Marion Brandolini-Bunlon, Stephanie Bougeard, Melanie Petera,\nEstelle Pujos-Guillot", "Maintainer": "Marion Brandolini-Bunlon ", "Description": "Several functions are provided to implement a MBPLSDA :\ncomponents search, optimal model components number search,\noptimal model validity test by permutation tests, observed\nvalues evaluation of optimal model parameters and predicted\ncategories, bootstrap values evaluation of optimal model\nparameters and predicted cross-validated categories. The use of\nthis package is described in Brandolini-Bunlon et al (2019.\nMulti-block PLS discriminant analysis for the joint analysis of\nmetabolomic and epidemiological data. Metabolomics,\n15(10):134).", "License": "GPL (>= 2.0)", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-11 06:42:29 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2022-06-20 15:00:02 UTC", "RemoteUrl": "https://github.com/cran/packMBPLSDA", "RemoteRef": "HEAD", "RemoteSha": "a236b18f67d5e437e617692e228b0195fe8ebe3c", "MD5sum": "bea812d4966f9b515f84a8e44a3854e7", "_user": "cran", "_type": "src", "_file": "packMBPLSDA_0.9.0.tar.gz", "_fileid": "52228ee7784173426aede7fe80cd63b6545adfcb700cc93bca41858fd0a91c62", "_filesize": 245202, "_sha256": "52228ee7784173426aede7fe80cd63b6545adfcb700cc93bca41858fd0a91c62", "_created": "2026-05-11T06:42:29.000Z", "_published": "2026-05-22T11:53:18.347Z", "_distro": "noble", "_jobs": [ { "job": 77374031500, "time": 176, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6911917581" }, { "job": 77374031711, "time": 175, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6911917474" }, { "job": 77374031460, "time": 213, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6911874944" }, { "job": 77374031285, "time": 134, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7159831574" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/25654450349", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/packMBPLSDA", "_commit": { "id": "a236b18f67d5e437e617692e228b0195fe8ebe3c", "author": "Marion Brandolini-Bunlon ", "committer": "cran-robot ", "message": "version 0.9.0\n", "time": 1655737202 }, "_maintainer": { "name": "Marion Brandolini-Bunlon", "email": "marion.brandolini-bunlon@inra.fr" }, "_registered": true, "_dependencies": [ { "package": "ade4", "role": "Depends" }, { "package": "pROC", "role": "Depends" }, { "package": "MASS", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "doParallel", "role": "Imports" }, { "package": "foreach", "role": "Imports" }, { "package": "FactoMineR", "role": "Imports" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 201, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/packMBPLSDA" }, "_searchresults": 5, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/packMBPLSDA.html", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "0.6", "date": "2019-05-16" }, { "version": "0.8.0", "date": "2020-03-15" }, { "version": "0.9.0", "date": "2022-06-20" } ], "_exports": [ "boot_mbplsda", "cvpred_mbplsda", "disjunctive", "mbplsda", "permut_mbplsda", "plot_boot_mbplsda", "plot_cvpred_mbplsda", "plot_permut_mbplsda", "plot_pred_mbplsda", "plot_testdim_mbplsda", "pred_mbplsda", "testdim_mbplsda" ], "_datasets": [ { "name": "medical", "title": "medical dataset", "object": "medical", "file": "medical.rda", "class": [ "data.frame" ], "fields": [ "medic1", "medic2", "medic3", "medic4", "medic5", "medic6", "medic7", "medic8", "medic9", "medic10", "medic11", "medic12", "medic13", "medic14", "medic15", "medic16", "medic17", "medic18" ], "rows": 40, "table": true, "tojson": true }, { "name": "nutrition", "title": "nutritional dataset", "object": "nutrition", "file": "nutrition.rda", "class": [ "data.frame" ], "fields": [ "nutri1", "nutri2", "nutri3", "nutri4", "nutri5", "nutri6", "nutri7", "nutri8", "nutri9", "nutri10", "nutri11", "nutri12", "nutri13", "nutri14", "nutri15", "nutri16", "nutri17", "nutri18", "nutri19", "nutri20", "nutri21", "nutri22", "nutri23", "nutri24", "nutri25", "nutri26", "nutri27", "nutri28", "nutri29", "nutri30", "nutri31", "nutri32", "nutri33" ], "rows": 40, "table": true, "tojson": true }, { "name": "omics", "title": "metabolomic dataset", "object": "omics", "file": "omics.rda", "class": [ "data.frame" ], "fields": [ "omic1", "omic2", "omic3", "omic4", "omic5", "omic6", "omic7", "omic8", "omic9", "omic10", "omic11", "omic12", "omic13", "omic14", "omic15", "omic16", "omic17", "omic18", "omic19", "omic20", "omic21", "omic22", "omic23", "omic24", "omic25", "omic26", "omic27", "omic28", "omic29", "omic30", "omic31", "omic32", "omic33", "omic34", "omic35", "omic36", "omic37", "omic38", "omic39", "omic40", "omic41", "omic42", "omic43", "omic44", "omic45", "omic46" ], "rows": 40, "table": true, "tojson": true }, { "name": "status", "title": "physiopathological status data", "object": "status", "file": "status.rda", "class": [ "data.frame" ], "fields": [ "status" ], "rows": 40, "table": true, "tojson": true } ], "_help": [ { "page": "packMBPLSDA-package", "title": "Multi-Block Partial Least Squares Discriminant Analysis", "topics": [ "packMBPLSDA-package", "packMBPLSDA" ] }, { "page": "boot_mbplsda", "title": "bootstraped simulations for multi-block partial least squares discriminant analysis", "topics": [ "boot_mbplsda" ] }, { "page": "cvpred_mbplsda", "title": "Cross-validated predicted categories from a multi-block partial least squares discriminant model", "topics": [ "cvpred_mbplsda" ] }, { "page": "disjunctive", "title": "Disjunctive table", "topics": [ "disjunctive" ] }, { "page": "ginv", "title": "generalized inverse of a matrix X", "topics": [ "ginv" ] }, { "page": "inertie", "title": "inertia of a matrix", "topics": [ "inertie" ] }, { "page": "mbplsda", "title": "Multi-block partial least squares discriminant analysis", "topics": [ "mbplsda" ] }, { "page": "medical", "title": "medical dataset", "topics": [ "medical" ] }, { "page": "nutrition", "title": "nutritional dataset", "topics": [ "nutrition" ] }, { "page": "omics", "title": "metabolomic dataset", "topics": [ "omics" ] }, { "page": "permut_mbplsda", "title": "Permutation testing of a multi-block partial least squares discriminant model", "topics": [ "permut_mbplsda" ] }, { "page": "plot_boot_mbplsda", "title": "Plot the results of the fonction boot_mbplsda in a pdf file", "topics": [ "plot_boot_mbplsda" ] }, { "page": "plot_cvpred_mbplsda", "title": "Plot the results of the fonction cvpred_mbplsda in a pdf file", "topics": [ "plot_cvpred_mbplsda" ] }, { "page": "plot_permut_mbplsda", "title": "Plot the results of the fonction permut_mbplsda in a pdf file", "topics": [ "plot_permut_mbplsda" ] }, { "page": "plot_pred_mbplsda", "title": "Plot the results of the fonction pred_mbplsda in a pdf file", "topics": [ "plot_pred_mbplsda" ] }, { "page": "plot_testdim_mbplsda", "title": "Plot the results of the fonction testdim_mbplsda in a pdf file", "topics": [ "plot_testdim_mbplsda" ] }, { "page": "pred_mbplsda", "title": "Observed parameters and predicted categories from a multi-block partial least squares discriminant model", "topics": [ "pred_mbplsda" ] }, { "page": "status", "title": "physiopathological status data", "topics": [ "status" ] }, { "page": "testdim_mbplsda", "title": "Test of number of components by two-fold cross-validation for a multi-block partial least squares discriminant model", "topics": [ "testdim_mbplsda" ] } ], "_rundeps": [ "abind", "ade4", "backports", "base64enc", "boot", "broom", "bslib", "cachem", "car", "carData", "cli", "cluster", "codetools", "colorspace", "cowplot", "cpp11", "crosstalk", "Deriv", "digest", "doBy", "doParallel", "dplyr", "DT", "ellipse", "emmeans", "estimability", "evaluate", "FactoMineR", "farver", "fastmap", "flashClust", "fontawesome", "foreach", "forecast", "Formula", "fracdiff", "fs", "generics", "ggplot2", "ggrepel", "glue", "gtable", "highr", "htmltools", "htmlwidgets", "isoband", "iterators", "jquerylib", "jsonlite", "knitr", "labeling", "later", "lattice", "lazyeval", "leaps", "lifecycle", "lme4", "lmtest", "magrittr", "MASS", "Matrix", "MatrixModels", "memoise", "mgcv", "microbenchmark", "mime", "minqa", "modelr", "multcompView", "mvtnorm", "nlme", "nloptr", "nnet", "numDeriv", "otel", "pbkrtest", "pillar", "pixmap", "pkgconfig", "pROC", "promises", "purrr", "quantreg", "R6", "rappdirs", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "reformulas", "rlang", "rmarkdown", "S7", "sass", "scales", "scatterplot3d", "sp", "SparseM", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "timeDate", "tinytex", "urca", "utf8", "vctrs", "viridisLite", "withr", "xfun", "yaml", "zoo" ], "_score": 1, "_indexed": true, "_nocasepkg": "packmbplsda", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.9.0", "date": "2026-05-11T06:44:58.000Z", "distro": "noble", "commit": "a236b18f67d5e437e617692e228b0195fe8ebe3c", "fileid": "b67362a9b7af94049ba92b968639e8bf8987dba2502aca6696fa5c897b795732", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25654450349" }, { "r": "4.6.0", "os": "linux", "version": "0.9.0", "date": "2026-05-11T06:44:59.000Z", "distro": "noble", "commit": "a236b18f67d5e437e617692e228b0195fe8ebe3c", "fileid": "7b6e1717a13a693aa65da77d25c4a68d0d22c3268bf93942b68dc051c13a5a81", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25654450349" }, { "r": "4.6.0", "os": "wasm", "version": "0.9.0", "date": "2026-05-22T11:53:00.000Z", "commit": "a236b18f67d5e437e617692e228b0195fe8ebe3c", "fileid": "ec1b53083782ca309bde8ff0a55b2df81f61d61a86332aee7120f5a8cef85903", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/25654450349" } ] }