{ "_id": "6a1bf7151d7bb097a0a26a41", "Package": "networktree", "Title": "Recursive Partitioning of Network Models", "Version": "1.0.1.9000", "Date": "2021-2-4", "Authors@R": "c(person(\"Payton\", \"Jones\", email = \"paytonjjones@gmail.com\", role = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0001-6513-8498\")),\nperson(given = \"Thorsten\", family = \"Simon\", role = \"aut\", email = \"Thorsten.Simon@uibk.ac.at\", comment = c(ORCID = \"0000-0002-3778-7738\")),\nperson(given = \"Achim\", family = \"Zeileis\", role = \"aut\", email = \"Achim.Zeileis@R-project.org\", comment = c(ORCID = \"0000-0003-0918-3766\")))", "Description": "Network trees recursively partition the data with respect\nto covariates. Two network tree algorithms are available:\nmodel-based trees based on a multivariate normal model and\nnonparametric trees based on covariance structures. After\npartitioning, correlation-based networks (psychometric\nnetworks) can be fit on the partitioned data. For details see\nJones, Mair, Simon, & Zeileis (2020)\n.", "License": "GPL-2 | GPL-3", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.1.1", "URL": "https://paytonjjones.github.io/networktree/", "BugReports": "https://github.com/paytonjjones/networktree/issues", "Config/pak/sysreqs": "cmake libglpk-dev make libicu-dev libjpeg-dev\nlibpng-dev libuv1-dev libxml2-dev", "Repository": "https://paytonjjones.r-universe.dev", "Date/Publication": "2022-09-05 18:40:46 UTC", "RemoteUrl": "https://github.com/paytonjjones/networktree", "RemoteRef": "HEAD", "RemoteSha": "9479f95a1cbe43bd41aa3098bac372fcc337b64d", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-31 08:50:12 UTC", "User": "root" }, "Author": "Payton Jones [aut, cre] (ORCID:\n),\nThorsten Simon [aut] (ORCID: ),\nAchim Zeileis [aut] (ORCID: )", "Maintainer": "Payton Jones ", "MD5sum": "efe59f139211dd790679f2035236e66d", "_user": "paytonjjones", "_type": "src", "_file": "networktree_1.0.1.9000.tar.gz", "_fileid": "bf6b6703c3ecee9d21b51f22708d09e6df19d4898cefa5dab2ab8278186dbe3a", "_filesize": 1089571, "_sha256": "bf6b6703c3ecee9d21b51f22708d09e6df19d4898cefa5dab2ab8278186dbe3a", "_created": "2026-05-31T08:50:12.000Z", "_published": "2026-05-31T08:53:41.648Z", "_distro": "noble", "_jobs": [ { "job": 78713274671, "time": 176, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7315377843" }, { "job": 78713274669, "time": 164, "config": "linux-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7315376726" }, { "job": 78713274665, "time": 165, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "7315373774" }, { "job": 78713274662, "time": 138, "config": "macos-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7315372143" }, { "job": 78713067055, "time": 218, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7315360340" }, { "job": 78713274661, "time": 144, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7315374670" }, { "job": 78713274668, "time": 134, "config": "windows-devel", "r": "4.7.0", "check": "NOTE", "artifact": "7315373822" }, { "job": 78713274666, "time": 95, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "7315369944" }, { "job": 78713274670, "time": 112, "config": "windows-release", "r": "4.6.0", "check": "NOTE", "artifact": "7315371613" } ], "_buildurl": "https://github.com/r-universe/paytonjjones/actions/runs/26708077950", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/paytonjjones/networktree", "_commit": { "id": "9479f95a1cbe43bd41aa3098bac372fcc337b64d", "author": "Payton J. Jones ", "committer": "Payton J. Jones ", "message": "roll back change to qgraph plot default\n", "time": 1662403246 }, "_maintainer": { "name": "Payton Jones", "email": "paytonjjones@gmail.com", "login": "paytonjjones", "description": "Staff MLE @ MyFitnessPal", "uuid": 23158949, "orcid": "0000-0001-6513-8498" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "partykit", "role": "Imports" }, { "package": "qgraph", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "mvtnorm", "role": "Imports" }, { "package": "Formula", "role": "Imports" }, { "package": "grid", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "gridBase", "role": "Imports" }, { "package": "reshape2", "role": "Imports" }, { "package": "R.rsp", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "fxregime", "role": "Suggests" }, { "package": "zoo", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "paytonjjones", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_topics": [ "network-analysis", "psychometrics", "tree-models" ], "_stars": 13, "_contributors": [ { "user": "paytonjjones", "count": 84, "uuid": 23158949 }, { "user": "zeileis", "count": 7, "uuid": 61125774 } ], "_userbio": { "uuid": 23158949, "type": "user", "name": "Payton J. Jones", "description": "Staff MLE @ MyFitnessPal" }, "_downloads": { "count": 327, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/networktree" }, "_mentions": 1, "_devurl": "https://github.com/paytonjjones/networktree", "_pkgdown": "https://paytonjjones.github.io/networktree/", "_searchresults": 6, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/networktree.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/paytonjjones/networktree", "_realowner": "paytonjjones", "_cranurl": true, "_releases": [ { "version": "0.1.1", "date": "2018-12-31" }, { "version": "0.2.1", "date": "2019-03-09" }, { "version": "0.2.2", "date": "2020-03-18" }, { "version": "1.0.0", "date": "2020-12-12" }, { "version": "1.0.1", "date": "2021-02-04" } ], "_exports": [ "comparetree", "cortrafo", "getnetwork", "mvnfit", "networktree" ], "_datasets": [ { "name": "dass", "title": "Depression Anxiety and Stress Scale", "object": "dass", "class": [ "data.frame" ], "fields": [ "dass1_S", "dass2_A", "dass3_D", "dass4_A", "dass5_D", "dass6_S", "dass7_A", "dass8_S", "dass9_A", "dass10_D", "dass11_S", "dass12_S", "dass13_D", "dass14_S", "dass15_A", "dass16_D", "dass17_D", "dass18_S", "dass19_A", "dass20_A", "dass21_D", "dass22_S", "dass23_A", "dass24_D", "dass25_A", "dass26_D", "dass27_S", "dass28_A", "dass29_S", "dass30_A", "dass31_D", "dass32_S", "dass33_S", "dass34_D", "dass35_S", "dass36_A", "dass37_D", "dass38_D", "dass39_S", "dass40_A", "dass41_A", "dass42_D", "country", "education", "urban", "gender", "engnat", "age", "religion", "orientation", "race", "voted", "married", "familysize", "Depression", "Anxiety", "Stress", "dasssum" ], "rows": 5000, "table": true, "tojson": true }, { "name": "tipi", "title": "Ten Item Personality Questionnaire", "object": "tipi", "class": [ "data.frame" ], "fields": [ "E", "A_r", "C", "N", "O", "E_r", "A", "C_r", "N_r", "O_r", "education", "urban", "gender", "engnat", "age", "religion", "orientation", "race", "voted", "married", "familysize" ], "rows": 1899, "table": true, "tojson": true }, { "name": "workaholic", "title": "Workaholism and Psychiatric Symptoms", "object": "workaholic", "class": [ "data.frame" ], "fields": [ "Gender", "Age", "Age_Groups", "Marital_Status", "Work_Full_Position", "Part_Time_Position", "Percentage_Full_Time_Equivalent", "Retired", "Student", "Disability_Pension", "Rehabilitation_Money", "Unemployed", "Homemaker", "Other", "Highest_Completed_Education", "Primary_school", "High_school", "Vocational_school", "Bachelor", "Master_PhD", "Income_last_year_before_tax", "Work_sector", "Private", "Public", "Franchise", "Line_of_business", "Leader_role", "Top_leader", "MidLevel_leader", "Other_leader", "No_leader", "HADS1", "HADS2", "HADS3", "HADS4", "HADS5", "HADS6", "HADS7", "HADS8", "HADS9", "HADS10", "HADS11", "HADS12", "HADS13", "HADS14", "OCIR1", "OCIR2", "OCIR3", "OCIR4", "OCIR5", "OCIR6", "OCIR7", "OCIR8", "OCIR9", "OCIR10", "OCIR11", "OCIR12", "OCIR13", "OCIR14", "OCIR15", "OCIR16", "OCIR17", "OCIR18", "ASRS1", "ASRS2", "ASRS3", "ASRS4", "ASRS5", "ASRS6", "ASRS7", "ASRS8", "ASRS9", "ASRS10", "ASRS11", "ASRS12", "ASRS13", "ASRS14", "ASRS15", "ASRS16", "ASRS17", "ASRS18", "BWAS1", "BWAS2", "BWAS3", "BWAS4", "BWAS5", "BWAS6", "BWAS7", "SumHADSanxiety", "SumHADSdepression", "OCIR_WASHING", "OCIR_OBSESSION", "OCIR_HOARDING", "OCIR_ORDERING", "OCIR_CHECKING", "OCIR_NEUTRALIZING", "SUM_ADULT_ADHD_SELF_REPORT_SCALE", "SUM_BERGEN_WORK_ADDICTION_SCALE", "Workaholism_diagnosis", "OCD_DIAGNOSIS", "ADHD_DIAGNOSIS", "ANXIETY_DIAGNOSIS", "DEPRESSION_DIAGNOSIS" ], "rows": 16426, "table": true, "tojson": true } ], "_help": [ { "page": "comparetree", "title": "comparetree", "topics": [ "comparetree" ] }, { "page": "cortrafo", "title": "cortrafo", "topics": [ "cortrafo" ] }, { "page": "dass", "title": "Depression Anxiety and Stress Scale", "topics": [ "dass" ] }, { "page": "getnetwork", "title": "getnetwork", "topics": [ "getnetwork" ] }, { "page": "mvnfit", "title": "Maximum Likelihood Estimation for Multivariate Normal Model", "topics": [ "mvnfit" ] }, { "page": "networktree", "title": "networktree: Partitioning of network models", "topics": [ "networktree", "networktree.default", "networktree.formula" ] }, { "page": "plot.networktree", "title": "Plotting 'networktree' objects", "topics": [ "plot.networktree" ] }, { "page": "predict.networktree", "title": "Predict 'networktree' objects", "topics": [ "predict.networktree" ] }, { "page": "print.networktree", "title": "Printing 'networktree' objects", "topics": [ "print.networktree" ] }, { "page": "tipi", "title": "Ten Item Personality Questionnaire", "topics": [ "tipi" ] }, { "page": "workaholic", "title": "Workaholism and Psychiatric Symptoms", "topics": [ "workaholic" ] } ], "_readme": "https://github.com/paytonjjones/networktree/raw/HEAD/README.md", "_rundeps": [ "abind", "backports", "base64enc", "bslib", "cachem", "checkmate", "cli", "cluster", "colorspace", "corpcor", "cpp11", "data.table", "digest", "evaluate", "farver", "fastmap", "fdrtool", "fontawesome", "foreign", "Formula", "fs", "ggplot2", "glasso", "glue", "GPArotation", "gridBase", "gridExtra", "gtable", "gtools", "highr", "Hmisc", "htmlTable", "htmltools", "htmlwidgets", "igraph", "inum", "isoband", "jpeg", "jquerylib", "jsonlite", "knitr", "labeling", "lattice", "lavaan", "libcoin", "lifecycle", "magrittr", "MASS", "Matrix", "memoise", "mime", "mnormt", "mvtnorm", "nlme", "nnet", "numDeriv", "partykit", "pbapply", "pbivnorm", "pkgconfig", "plyr", "png", "psych", "qgraph", "quadprog", "R6", "rappdirs", "RColorBrewer", "Rcpp", "reshape2", "rlang", "rmarkdown", "rpart", "rstudioapi", "S7", "sass", "scales", "stringi", "stringr", "survival", "tinytex", "vctrs", "viridisLite", "withr", "xfun", "yaml" ], "_score": 3.8129133566428557, "_indexed": true, "_nocasepkg": "networktree", "_universes": [ "paytonjjones" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.1.9000", "date": "2026-05-31T08:52:51.000Z", "distro": "noble", "commit": "9479f95a1cbe43bd41aa3098bac372fcc337b64d", "fileid": "b128911cbc5873c103e06c2b4d50e4bb79dec4fdc17c3815b382629e456aa5bc", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/paytonjjones/actions/runs/26708077950" }, { "r": "4.6.0", "os": "linux", "version": "1.0.1.9000", "date": "2026-05-31T08:52:47.000Z", "distro": "noble", "commit": "9479f95a1cbe43bd41aa3098bac372fcc337b64d", "fileid": "abe0c455053d88f7e7a05f049744cf2b46311dc9925b13144ae54906ba401ccb", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/paytonjjones/actions/runs/26708077950" }, { "r": "4.5.3", "os": "mac", "version": "1.0.1.9000", "date": "2026-05-31T08:52:27.000Z", "commit": "9479f95a1cbe43bd41aa3098bac372fcc337b64d", "fileid": "a34556c116f65f851bbfe31fe51ff9dc3c262800976ff03e57be6a935291aa5d", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/paytonjjones/actions/runs/26708077950" }, { "r": "4.6.0", "os": "mac", "version": "1.0.1.9000", "date": "2026-05-31T08:52:10.000Z", "commit": "9479f95a1cbe43bd41aa3098bac372fcc337b64d", "fileid": "f385ef5b4b6fd933e4a3e455b7958fb4d4a8e51d2494ae4cae1bd784fda4c99e", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/paytonjjones/actions/runs/26708077950" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.1.9000", "date": "2026-05-31T08:52:54.000Z", "commit": "9479f95a1cbe43bd41aa3098bac372fcc337b64d", "fileid": "1c2bb3ebc306b444f8ee4ae35a4d0a3665a4d48812e5fee7ebfb03548cfc7582", "status": "success", "buildurl": "https://github.com/r-universe/paytonjjones/actions/runs/26708077950" }, { "r": "4.7.0", "os": "win", "version": "1.0.1.9000", "date": "2026-05-31T08:52:10.000Z", "commit": "9479f95a1cbe43bd41aa3098bac372fcc337b64d", "fileid": "800d226ecd84e77f90b5acb91be1a9ac99a3199565f90c1c9f28468b119ca455", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/paytonjjones/actions/runs/26708077950" }, { "r": "4.5.3", "os": "win", "version": "1.0.1.9000", "date": "2026-05-31T08:51:33.000Z", "commit": "9479f95a1cbe43bd41aa3098bac372fcc337b64d", "fileid": "bfc3a4649dd7e1cfcfed5ee26f504bc55b20d95b1d07a07202b05ccab4fbbe0d", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/paytonjjones/actions/runs/26708077950" }, { "r": "4.6.0", "os": "win", "version": "1.0.1.9000", "date": "2026-05-31T08:51:49.000Z", "commit": "9479f95a1cbe43bd41aa3098bac372fcc337b64d", "fileid": "a33615145a07c0dedd332019ec434cc18b433c22fe3ad48f52694bd683b8e198", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/paytonjjones/actions/runs/26708077950" } ] }