{ "_id": "6a5de5ee9baadeef8ab55f60", "Package": "quadVAR", "Title": "Quadratic Vector Autoregression", "Version": "0.1.2", "Authors@R": "person(\"Jingmeng\", \"Cui\", , \"jingmeng.cui@outlook.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-3421-8457\"))", "Description": "Estimate quadratic vector autoregression models with the\nstrong hierarchy using the Regularization Algorithm under\nMarginality Principle (RAMP) by Hao et al. (2018)\n, compare the performance\nwith linear models, and construct networks with partial\nderivatives.", "License": "GPL (>= 3)", "URL": "https://github.com/Sciurus365/quadVAR,\nhttps://sciurus365.github.io/quadVAR/", "BugReports": "https://github.com/Sciurus365/quadVAR/issues", "Config/testthat/edition": "3", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.2", "Config/pak/sysreqs": "cmake libglpk-dev make libicu-dev libjpeg-dev\nlibpng-dev libuv1-dev libxml2-dev zlib1g-dev", "Repository": "https://sciurus365.r-universe.dev", "Date/Publication": "2025-02-12 09:48:52 UTC", "RemoteUrl": "https://github.com/Sciurus365/quadVAR", "RemoteRef": "HEAD", "RemoteSha": "8f8207c6fe93681ab1398d6ed290bc1b1a6ec7d8", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-20 09:06:53 UTC", "User": "root" }, "Author": "Jingmeng Cui [aut, cre] (ORCID:\n)", "Maintainer": "Jingmeng Cui ", "_user": "sciurus365", "_type": "src", "_file": "quadVAR_0.1.2.tar.gz", "_fileid": "https://r2.ropensci.org/7cd213c40ceefaf51d73696f052e24330d17e3f3b241e42b113db4cc20cd98b8", "_filesize": 198612, "_sha256": "7cd213c40ceefaf51d73696f052e24330d17e3f3b241e42b113db4cc20cd98b8", "_expires": "2026-10-28T09:10:04.000Z", "_created": "2026-07-20T09:06:53.000Z", "_published": "2026-07-20T09:10:06.188Z", "_jobs": [ { "job": 88312681664, "time": 160, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8456009193" }, { "job": 88312681661, "time": 159, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8456009222" }, { "job": 88312681645, "time": 98, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8455983410" }, { "job": 88312681681, "time": 98, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8455983529" }, { "job": 88311962259, "time": 218, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8455942576" }, { "job": 88312681709, "time": 152, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8456005673" }, { "job": 88312681721, "time": 86, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8455977934" }, { "job": 88312681701, "time": 119, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8455992764" }, { "job": 88312681818, "time": 110, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8455988533" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/sciurus365/actions/runs/29729974258", "_status": "success", "_upstream": "https://github.com/Sciurus365/quadVAR", "_commit": { "id": "8f8207c6fe93681ab1398d6ed290bc1b1a6ec7d8", "author": "Sciurus365 ", "committer": "Sciurus365 ", "message": "25.2.11.2\n\nCRAN accepted\n", "time": 1739353732 }, "_maintainer": { "name": "Jingmeng Cui", "email": "jingmeng.cui@outlook.com", "login": "sciurus365", "bluesky": "@cuijingmeng.bsky.social", "orcid": "0000-0003-3421-8457", "twitter": "@CUI_Jingmeng", "description": "Postdoc | KU Leuven | Dynamics in psychology | R | (a bit of) chemistry, LaTeX, python", "uuid": 26786307 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "cli", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "magrittr", "role": "Imports" }, { "package": "ncvreg", "role": "Imports" }, { "package": "qgraph", "role": "Imports" }, { "package": "RAMP", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "shiny", "role": "Imports" }, { "package": "shinythemes", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "stringr", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "tidyr", "role": "Imports" }, { "package": "nonlinearTseries", "role": "Suggests" }, { "package": "remotes", "role": "Suggests" }, { "package": "SIS", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "sciurus365", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "sciurus365", "count": 50, "uuid": 26786307 } ], "_userbio": { "uuid": 26786307, "type": "user", "name": "Jingmeng Cui", "followers": 25, "description": "Postdoc | KU Leuven | Dynamics in psychology | R | (a bit of) chemistry, LaTeX, python" }, "_downloads": { "count": 258, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/quadVAR" }, "_devurl": "https://github.com/sciurus365/quadvar", "_pkgdown": "https://sciurus365.github.io/quadVAR/", "_searchresults": 3, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/quadVAR.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/sciurus365/quadvar", "_realowner": "sciurus365", "_cranurl": true, "_releases": [ { "version": "0.1.2", "date": "2025-02-11" } ], "_exports": [ "%>%", "block_cv", "compare_4_emo", "linear_quadVAR_network", "partial_plot", "quadVAR", "quadVAR_to_dyn_eqns", "sim_4_emo", "true_model_4_emo", "tune.fit" ], "_help": [ { "page": "block_cv", "title": "Use Block Cross-Validation to Evaluate Models", "topics": [ "block_cv" ] }, { "page": "compare_4_emo", "title": "Compare estimated model with true model for 4-emotion model", "topics": [ "compare_4_emo" ] }, { "page": "find_index", "title": "Find index of data that satisfies certain conditions", "topics": [ "find_index" ] }, { "page": "get_adj_mat", "title": "Extract the adjacency matrix from a quadVAR object.", "topics": [ "get_adj_mat" ] }, { "page": "linear_quadVAR_network", "title": "Linearize a quadVAR object to produce a network.", "topics": [ "linear_quadVAR_network", "plot.linear_quadVAR_network" ] }, { "page": "partial_plot", "title": "Make a partial plot of a variable in a model This function takes a quadVAR model as input, and returns a plot of the partial effect of a variable on the dependent variable (controlling all other variables and the intercept), for higher and lower levels of the moderator variable split by the median.", "topics": [ "partial_plot" ] }, { "page": "predict.quadVAR", "title": "Predict the values of the dependent variables using the quadVAR model", "topics": [ "predict.quadVAR" ] }, { "page": "quadVAR", "title": "Estimate lag-1 quadratic vector autoregression models", "topics": [ "coef.quadVAR", "plot.quadVAR", "print.coef_quadVAR", "print.quadVAR", "quadVAR", "summary.quadVAR" ] }, { "page": "quadVAR_to_dyn_eqns", "title": "Transform a quadVAR object to a list of dynamic equations.", "topics": [ "quadVAR_to_dyn_eqns" ] }, { "page": "sim_4_emo", "title": "Simulate a 4-emotion model", "topics": [ "sim_4_emo" ] }, { "page": "true_model_4_emo", "title": "True model for 4-emotion model", "topics": [ "coef.true_model_4_emo", "print.true_model_4_emo", "true_model_4_emo" ] }, { "page": "tune.fit", "title": "Using the *glmnet* and *ncvreg* packages, fits a Generalized Linear Model or Cox Proportional Hazards Model using various methods for choosing the regularization parameter lambda", "topics": [ "tune.fit" ] } ], "_readme": "https://github.com/Sciurus365/quadVAR/raw/HEAD/README.md", "_rundeps": [ "abind", "backports", "base64enc", "bslib", "cachem", "checkmate", "cli", "cluster", "colorspace", "commonmark", "corpcor", "cpp11", "data.table", "digest", "dplyr", "evaluate", "farver", "fastmap", "fdrtool", "fontawesome", "foreign", "Formula", "fs", "generics", "ggplot2", "glasso", "glue", "GPArotation", "gridExtra", "gtable", "gtools", "highr", "Hmisc", "htmlTable", "htmltools", "htmlwidgets", "httpuv", "igraph", "isoband", "jpeg", "jquerylib", "jsonlite", "knitr", "labeling", "later", "lattice", "lavaan", "lifecycle", "magrittr", "MASS", "Matrix", "memoise", "mime", "mnormt", "ncvreg", "nlme", "nnet", "numDeriv", "otel", "pbapply", "pbivnorm", "pillar", "pkgconfig", "plyr", "png", "promises", "psych", "purrr", "qgraph", "quadprog", "R6", "RAMP", "rappdirs", "RColorBrewer", "Rcpp", "reshape2", "rlang", "rmarkdown", "rpart", "rstudioapi", "S7", "sass", "scales", "shiny", "shinythemes", "sourcetools", "stringi", "stringr", "tibble", "tidyr", "tidyselect", "tinytex", "utf8", "vctrs", "viridisLite", "withr", "xfun", "xtable", "yaml" ], "_score": 2.6989700043360187, "_indexed": true, "_nocasepkg": "quadvar", "_universes": [ "sciurus365" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.2", "date": "2026-07-20T09:09:33.000Z", "distro": "resolute", "commit": "8f8207c6fe93681ab1398d6ed290bc1b1a6ec7d8", "fileid": "https://r2.ropensci.org/3e276e82c1bdcd1e1a40aae0dd121e114619d3047e77c812413e76b0ac317655", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sciurus365/actions/runs/29729974258" }, { "r": "4.6.1", "os": "linux", "version": "0.1.2", "date": "2026-07-20T09:09:30.000Z", "distro": "resolute", "commit": "8f8207c6fe93681ab1398d6ed290bc1b1a6ec7d8", "fileid": "https://r2.ropensci.org/d2689b1cec7d9189b5aac80bb978319003d321519ef82d29e40dc006986c9705", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sciurus365/actions/runs/29729974258" }, { "r": "4.5.3", "os": "mac", "version": "0.1.2", "date": "2026-07-20T09:08:32.000Z", "commit": "8f8207c6fe93681ab1398d6ed290bc1b1a6ec7d8", "fileid": "https://r2.ropensci.org/a61c5dbac229d5f54b01a276b74bd4311543f0e1c3619b2d714d35ee2228dc7f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sciurus365/actions/runs/29729974258" }, { "r": "4.6.1", "os": "mac", "version": "0.1.2", "date": "2026-07-20T09:08:33.000Z", "commit": "8f8207c6fe93681ab1398d6ed290bc1b1a6ec7d8", "fileid": "https://r2.ropensci.org/e27204347a3e616e9d94042fb7e5f2d3c168ee90da0613a7a783c975c6a9b5de", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sciurus365/actions/runs/29729974258" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.2", "date": "2026-07-20T09:09:37.000Z", "commit": "8f8207c6fe93681ab1398d6ed290bc1b1a6ec7d8", "fileid": "https://r2.ropensci.org/dfc287ffdb88f8e3cd40ce25887790477572a2b17764cefad062772046ae9c81", "status": "success", "buildurl": "https://github.com/r-universe/sciurus365/actions/runs/29729974258" }, { "r": "4.7.0", "os": "win", "version": "0.1.2", "date": "2026-07-20T09:08:11.000Z", "commit": "8f8207c6fe93681ab1398d6ed290bc1b1a6ec7d8", "fileid": "https://r2.ropensci.org/4ac044533e17d96af00035ee5451ee44557901d013126e3cdc2af6e6499aa9d6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sciurus365/actions/runs/29729974258" }, { "r": "4.5.3", "os": "win", "version": "0.1.2", "date": "2026-07-20T09:08:46.000Z", "commit": "8f8207c6fe93681ab1398d6ed290bc1b1a6ec7d8", "fileid": "https://r2.ropensci.org/ad163e97e0bbd02e4dcb8c3460d2a1d6bc778cadf8ba7b7f5c6c625ec3d1cc18", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sciurus365/actions/runs/29729974258" }, { "r": "4.6.1", "os": "win", "version": "0.1.2", "date": "2026-07-20T09:08:37.000Z", "commit": "8f8207c6fe93681ab1398d6ed290bc1b1a6ec7d8", "fileid": "https://r2.ropensci.org/a92d9c2e67edd45e027e80fcbceb7c50cf11a5adfe4ec60e8e47eb73eb9476da", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sciurus365/actions/runs/29729974258" } ] }