{ "_id": "6a1ff0d7b401979e73442272", "Package": "multipleITScontrol", "Type": "Package", "Title": "Interrupted Time Series with a Control and Multiple\nInterventions", "Version": "0.1.0", "Authors@R": "c(person(\"Victor\", \"Yu\", email = \"victor.yu@hertfordshire.gov.uk\", role = c(\"cre\",\"aut\")), person(\"Emily\", \"Dickson\", role = c(\"ctb\")))", "Description": "Provides tools to perform interrupted-time series through\na generalised least squares (GLS) framework on linear outcomes.\nAllows for multiple interventions and a control with ARMA\n(autoregressive and moving-average) correction. For more\ndetails see Lopez Bernal, Cummins, and Gasparrini (2017)\n.", "License": "GPL (>= 3)", "Encoding": "UTF-8", "LazyData": "true", "Config/testthat/edition": "3", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "URL": "https://herts-phei.github.io/multipleITScontrol/", "Config/pak/sysreqs": "make libicu-dev", "Repository": "https://herts-phei.r-universe.dev", "Date/Publication": "2026-03-31 11:29:56 UTC", "RemoteUrl": "https://github.com/herts-phei/multipleitscontrol", "RemoteRef": "HEAD", "RemoteSha": "6764a9c47d013c0322aa6db4e4b264d502e41617", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-03 09:11:38 UTC", "User": "root" }, "Author": "Victor Yu [cre, aut],\nEmily Dickson [ctb]", "Maintainer": "Victor Yu ", "MD5sum": "978706d5319b7442262328f4d72257fe", "_user": "herts-phei", "_type": "src", "_file": "multipleITScontrol_0.1.0.tar.gz", "_fileid": "b020672fa95c9b8e9a99e90bdd722eb5b2a466de850ed6287e73688d21c653f8", "_filesize": 2265123, "_sha256": "b020672fa95c9b8e9a99e90bdd722eb5b2a466de850ed6287e73688d21c653f8", "_created": "2026-06-03T09:11:38.000Z", "_published": "2026-06-03T09:16:07.365Z", "_distro": "noble", "_jobs": [ { "job": 79260362253, "time": 197, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7380443614" }, { "job": 79260361889, "time": 184, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7380439445" }, { "job": 79260361995, "time": 182, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7380429607" }, { "job": 79260361819, "time": 222, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7380437709" }, { "job": 79259487503, "time": 302, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7380373133" }, { "job": 79260361909, "time": 142, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7380424491" }, { "job": 79260361798, "time": 142, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7380424192" }, { "job": 79260361779, "time": 113, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7380414455" }, { "job": 79260362090, "time": 148, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7380426843" } ], "_buildurl": "https://github.com/r-universe/herts-phei/actions/runs/26874892227", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/herts-phei/multipleitscontrol", "_commit": { "id": "6764a9c47d013c0322aa6db4e4b264d502e41617", "author": "vyu ", "committer": "vyu ", "message": "sentence fix?\n", "time": 1774956596 }, "_maintainer": { "name": "Victor Yu", "email": "victor.yu@hertfordshire.gov.uk" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "magrittr", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "purrr", "role": "Imports" }, { "package": "nlme", "role": "Imports" }, { "package": "AICcmodavg", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "scales", "role": "Imports" }, { "package": "grid", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "stringr", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "ggpubr", "role": "Suggests" }, { "package": "DT", "role": "Suggests" }, { "package": "forcats", "role": "Suggests" }, { "package": "lubridate", "role": "Suggests" }, { "package": "sjPlot", "role": "Suggests" }, { "package": "stringi", "role": "Suggests" }, { "package": "zoo", "role": "Suggests" }, { "package": "tidyr", "role": "Suggests" } ], "_owner": "herts-phei", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-36", "n": 5 }, { "week": "2025-38", "n": 2 }, { "week": "2025-39", "n": 1 }, { "week": "2025-49", "n": 1 }, { "week": "2026-07", "n": 2 }, { "week": "2026-10", "n": 2 }, { "week": "2026-12", "n": 22 }, { "week": "2026-13", "n": 10 }, { "week": "2026-14", "n": 1 } ], "_tags": [], "_stars": 0, "_contributors": [ { "user": "victor-gy-yu", "count": 14, "uuid": 45132576 }, { "user": "edickson1", "count": 2, "uuid": 114758220 } ], "_userbio": { "uuid": 114400152, "type": "organization", "name": "herts-phei" }, "_downloads": { "count": 444, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/multipleITScontrol" }, "_devurl": "https://github.com/herts-phei/multipleitscontrol", "_pkgdown": "https://herts-phei.github.io/multipleITScontrol/", "_searchresults": 1, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/multipleITScontrol.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/herts-phei/multipleitscontrol", "_realowner": "herts-phei", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2026-04-03" } ], "_exports": [ "fit_its_model", "generate_predictions", "its_plot", "slope_difference", "summary_its", "transform_data" ], "_datasets": [ { "name": "its_data_bike_programme", "title": "Dummy Bike Programme Data", "object": "its_data_bike_programme", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "Date", "group_var", "Period", "score" ], "rows": 104, "table": true, "tojson": true }, { "name": "its_data_gp", "title": "GP programme Data", "object": "its_data_gp", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "Date", "group_var", "Period", "score" ], "rows": 104, "table": true, "tojson": true }, { "name": "its_data_school", "title": "Dummy School Data", "object": "its_data_school", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "Date", "group_var", "Period", "score" ], "rows": 156, "table": true, "tojson": true } ], "_help": [ { "page": "fit_its_model", "title": "fit_its_model", "topics": [ "fit_its_model" ] }, { "page": "generate_predictions", "title": "Generate Predictions from a Transformed Dataset and a Model", "topics": [ "generate_predictions" ] }, { "page": "its_data_bike_programme", "title": "Dummy Bike Programme Data", "topics": [ "its_data_bike_programme" ] }, { "page": "its_data_gp", "title": "GP programme Data", "topics": [ "its_data_gp" ] }, { "page": "its_data_school", "title": "Dummy School Data", "topics": [ "its_data_school" ] }, { "page": "its_plot", "title": "its_plot", "topics": [ "its_plot" ] }, { "page": "slope_difference", "title": "slope_difference", "topics": [ "slope_difference" ] }, { "page": "summary_its", "title": "Summarize and Rename Coefficients for an ITS Model", "topics": [ "summary_its" ] }, { "page": "transform_data", "title": "transform_data", "topics": [ "transform_data" ] } ], "_pkglogo": "https://github.com/herts-phei/multipleitscontrol/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/herts-phei/multipleitscontrol/raw/HEAD/README.md", "_rundeps": [ "AICcmodavg", "cli", "cpp11", "dplyr", "farver", "generics", "ggplot2", "glue", "gtable", "isoband", "labeling", "lattice", "lifecycle", "magrittr", "MASS", "Matrix", "nlme", "pillar", "pkgconfig", "purrr", "R6", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "reformulas", "rlang", "S7", "scales", "stringi", "stringr", "survival", "tibble", "tidyselect", "TMB", "unmarked", "utf8", "vctrs", "VGAM", "viridisLite", "withr", "xtable" ], "_vignettes": [ { "source": "ITScontrol_demonstration_level.Rmd", "filename": "ITScontrol_demonstration_level.html", "title": "Multiple ITS control introduction for level change (two-stage)", "engine": "knitr::rmarkdown", "headings": [ "Usage", "Intervention 1: Smart‑Lock Upgrade (Fleet‑wide)", "Intervention 2: Predictive Maintenance Algorithm", "Controlled Interrupted Time Series Design (2 stage)", "Step 1) Loading data", "Step 2) Transforming the data", "Step 3) Fitting ITS model", "Step 4) Analysing ITS model", "First intervention:", "Second intervention:", "Step 5) Fitting Predictions", "Step 6) Plotting the results" ], "created": "2026-03-07 17:49:15", "modified": "2026-03-20 14:38:17", "commits": 7 }, { "source": "ITScontrol_demonstration_slope.Rmd", "filename": "ITScontrol_demonstration_slope.html", "title": "Multiple ITS control introduction for slope change (two-stage)", "engine": "knitr::rmarkdown", "headings": [ "Usage", "Controlled Interrupted Time Series Design (2 stage)", "Step 1) Loading data", "Step 2) Transforming the data", "Step 3) Fitting ITS model", "Step 4) Analysing ITS model", "Pre-intervention period:", "First intervention:", "Second intervention:", "Step 5) Fitting Predictions", "Step 6) Plotting the results" ], "created": "2026-03-07 17:49:15", "modified": "2026-03-24 11:21:25", "commits": 7 }, { "source": "ITScontrol_demonstration_slope2.Rmd", "filename": "ITScontrol_demonstration_slope2.html", "title": "Multiple ITS control introduction for slope change 2nd example (two-stage)", "engine": "knitr::rmarkdown", "headings": [ "Usage", "Controlled Interrupted Time Series Design (2 stage)", "Step 1) Loading data", "Step 2) Transforming the data", "Step 3) Fitting ITS model", "Step 4) Analysing ITS model", "Pre-intervention period:", "First intervention:", "Second intervention:", "Step 5) Fitting Predictions", "Step 6) Plotting the results" ], "created": "2026-03-19 11:28:00", "modified": "2026-03-24 11:44:28", "commits": 5 } ], "_score": 5.1303337684950066, "_indexed": true, "_nocasepkg": "multipleitscontrol", "_universes": [ "herts-phei" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-06-03T09:14:29.000Z", "distro": "noble", "commit": "6764a9c47d013c0322aa6db4e4b264d502e41617", "fileid": "d43652e79d204ad054436cd941ef906df0bbc6c1679239d867e3d03aacc14837", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/herts-phei/actions/runs/26874892227" }, { "r": "4.6.0", "os": "linux", "version": "0.1.0", "date": "2026-06-03T09:14:16.000Z", "distro": "noble", "commit": "6764a9c47d013c0322aa6db4e4b264d502e41617", "fileid": "b7133668be2c4fbc06247e30c5fd5964a0d47121ef147263bc73ab3b7a66400c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/herts-phei/actions/runs/26874892227" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-06-03T09:14:07.000Z", "commit": "6764a9c47d013c0322aa6db4e4b264d502e41617", "fileid": "48859f9476b4c44cb260d556c1214251fa8534018cbd1f171d3d4df4eef42ff0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/herts-phei/actions/runs/26874892227" }, { "r": "4.6.0", "os": "mac", "version": "0.1.0", "date": "2026-06-03T09:14:14.000Z", "commit": "6764a9c47d013c0322aa6db4e4b264d502e41617", "fileid": "000cde0bb6d7b5c16e2f779ecbf816be799f098eee31ecfd83baa5abd3848881", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/herts-phei/actions/runs/26874892227" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-06-03T09:14:21.000Z", "commit": "6764a9c47d013c0322aa6db4e4b264d502e41617", "fileid": "dd052c826d03ab6610b5873b88790f9aef3b8f4d3c67f028a604fd3f4c6db4de", "status": "success", "buildurl": "https://github.com/r-universe/herts-phei/actions/runs/26874892227" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-06-03T09:13:20.000Z", "commit": "6764a9c47d013c0322aa6db4e4b264d502e41617", "fileid": "a7e5f78bd9acee892c4025a8fce6ec34112c57827e086b013087de665184b5d1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/herts-phei/actions/runs/26874892227" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-06-03T09:13:01.000Z", "commit": "6764a9c47d013c0322aa6db4e4b264d502e41617", "fileid": "dab3c15946779b5b54b49ad3dac63fc21794cff491cbb2bb89df9b6adbebe6dc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/herts-phei/actions/runs/26874892227" }, { "r": "4.6.0", "os": "win", "version": "0.1.0", "date": "2026-06-03T09:13:31.000Z", "commit": "6764a9c47d013c0322aa6db4e4b264d502e41617", "fileid": "60fd6f031ed440744c5a473cef6accf4ab29db18637b7ef66190e0e08ba4d92e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/herts-phei/actions/runs/26874892227" } ] }