{ "_id": "6a104431acfb0bcc41c9e359", "Package": "LoTTA", "Type": "Package", "Title": "Bayesian Inference in Regression Discontinuity Designs", "Version": "0.1.1", "Authors@R": "person(\"Julia\", \"Kowalska\", , \"j.m.kowalska@vu.nl\", role = c(\"aut\", \"cre\",\"cph\"),\ncomment = c(ORCID = \"0000-0001-6559-4354\"))", "Description": "Implementation of the LoTTA (Local Trimmed Taylor\nApproximation) model described in \"Bayesian Regression\nDiscontinuity Design with Unknown Cutoff\" by Kowalska, van de\nWiel, van der Pas (2024) .", "License": "GPL (>= 2)", "Encoding": "UTF-8", "RoxygenNote": "7.3.2", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-11 06:32:29 UTC", "User": "root" }, "Author": "Julia Kowalska [aut, cre, cph] (ORCID:\n)", "Maintainer": "Julia Kowalska ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2025-07-22 11:20:48 UTC", "RemoteUrl": "https://github.com/cran/LoTTA", "RemoteRef": "HEAD", "RemoteSha": "d10d1299536ffdf201c484949f4a83fc90f53498", "MD5sum": "d84f7c5788fb6819111332b7134073dc", "_user": "cran", "_type": "src", "_file": "LoTTA_0.1.1.tar.gz", "_fileid": "90575cab88888b62b516b4f2dcde86a6afb186ab77116df583785b2b3574e79a", "_filesize": 183722, "_sha256": "90575cab88888b62b516b4f2dcde86a6afb186ab77116df583785b2b3574e79a", "_created": "2026-05-11T06:32:29.000Z", "_published": "2026-05-22T11:55:29.495Z", "_distro": "noble", "_jobs": [ { "job": 77374399831, "time": 158, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6911775767" }, { "job": 77374399571, "time": 142, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6911770574" }, { "job": 77374399150, "time": 196, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6911737921" }, { "job": 77374399260, "time": 114, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7159869820" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/25654100260", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/LoTTA", "_commit": { "id": "d10d1299536ffdf201c484949f4a83fc90f53498", "author": "Julia Kowalska ", "committer": "cran-robot ", "message": "version 0.1.1\n", "time": 1753183248 }, "_maintainer": { "name": "Julia Kowalska", "email": "j.m.kowalska@vu.nl", "orcid": "0000-0001-6559-4354" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.4.0", "role": "Depends" }, { "package": "runjags", "role": "Depends" }, { "package": "ggplot2", "role": "Depends" }, { "package": "ggpubr", "role": "Depends" }, { "package": "stats", "role": "Imports" }, { "package": "bayestestR", "role": "Imports" }, { "package": "utils", "role": "Imports" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2025-28", "n": 1 }, { "week": "2025-30", "n": 1 } ], "_tags": [ { "name": "0.1.0", "date": "2025-07-11" }, { "name": "0.1.1", "date": "2025-07-22" } ], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 163, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/LoTTA" }, "_searchresults": 0, "_topics": [ "jags", "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/LoTTA.html", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2025-07-11" }, { "version": "0.1.1", "date": "2025-07-22" } ], "_exports": [ "LoTTA_fuzzy_BIN", "LoTTA_fuzzy_CONT", "LoTTA_plot_effect", "LoTTA_plot_outcome", "LoTTA_plot_treatment", "LoTTA_sharp_BIN", "LoTTA_sharp_CONT", "LoTTA_treatment" ], "_help": [ { "page": "LoTTA_fuzzy_BIN", "title": "LoTTA_fuzzy_BIN", "topics": [ "LoTTA_fuzzy_BIN" ] }, { "page": "LoTTA_fuzzy_CONT", "title": "LoTTA_fuzzy_CONT", "topics": [ "LoTTA_fuzzy_CONT" ] }, { "page": "LoTTA_plot_effect", "title": "LoTTA_plot_effect", "topics": [ "LoTTA_plot_effect" ] }, { "page": "LoTTA_plot_effect_DIS", "title": "Function that visualizes the impact of the cutoff location on the treatment effect estimate. It plots too figures. The bottom figure depicts the posterior density of the cutoff location. The top figure depicts the box plot of the treatment effect given the cutoff point. If the prior on the cutoff location was discrete each box corresponds to a distinct cutoff point. If the prior was continuous each box correspond to an interval of cutoff values (the number of intervals can be changed through nbins).", "topics": [ "LoTTA_plot_effect_DIS" ] }, { "page": "LoTTA_plot_outcome", "title": "LoTTA_plot_outcome", "topics": [ "LoTTA_plot_outcome" ] }, { "page": "LoTTA_plot_treatment", "title": "Function that plots the median (or another quantile) of the LoTTA posterior treatment probability function along with the quanatile-based credible interval. The function is plotted on top of the binned input data. To bin the data, the score data is divided into bins of fixed length, then the proportion of treated is calculated in each bin. The proportions are plotted against the average values of the score in the corresponding bins. The data is binned separately on each side of the cutoff, the cutoff is marked on the plot with a dotted line. In case of an unknown cutoff, the MAP estimate is used.", "topics": [ "LoTTA_plot_treatment" ] }, { "page": "LoTTA_sharp_BIN", "title": "LoTTA_sharp_BIN", "topics": [ "LoTTA_sharp_BIN" ] }, { "page": "LoTTA_sharp_CONT", "title": "LoTTA_sharp_CONT", "topics": [ "LoTTA_sharp_CONT" ] }, { "page": "LoTTA_treatment", "title": "LoTTA_treatment", "topics": [ "LoTTA_treatment" ] } ], "_rundeps": [ "abind", "backports", "bayestestR", "boot", "broom", "car", "carData", "cli", "coda", "colorspace", "corrplot", "cowplot", "cpp11", "datawizard", "Deriv", "doBy", "dplyr", "farver", "forecast", "Formula", "fracdiff", "generics", "ggplot2", "ggpubr", "ggrepel", "ggsci", "ggsignif", "glue", "gridExtra", "gtable", "insight", "isoband", "labeling", "lattice", "lifecycle", "lme4", "lmtest", "magrittr", "MASS", "Matrix", "MatrixModels", "mgcv", "microbenchmark", "minqa", "modelr", "nlme", "nloptr", "nnet", "numDeriv", "pbkrtest", "pillar", "pkgconfig", "polynom", "purrr", "quantreg", "R6", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "reformulas", "rlang", "rstatix", "runjags", "S7", "scales", "SparseM", "stringi", "stringr", "survival", "tibble", "tidyr", "tidyselect", "timeDate", "urca", "utf8", "vctrs", "viridisLite", "withr", "zoo" ], "_sysdeps": [ { "shlib": "libjags", "package": "jags", "headers": "jags", "source": "jags", "version": "4.3.2-2.2404.0", "name": "jags", "homepage": "https://mcmc-jags.sourceforge.io", "description": "Just Another Gibbs Sampler for Bayesian MCMC - binary\nJAGS is Just Another Gibbs Sampler. It is a program for analysis of\nBayesian hierarchical models using Markov Chain Monte Carlo (MCMC)\nsimulation not wholly unlike BUGS.\n\nJAGS was written with three aims in mind:\n* To have an engine for the BUGS language that runs on Unix\n* To be extensible, allowing users to write their own functions,\ndistributions and samplers.\n* To be a plaftorm for experimentation with ideas in Bayesian modelling\n\nThis package contains the 'jags' binary as well as the associated\nshared library modules loaded by the binary." }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_score": 1.3010299956639813, "_indexed": true, "_nocasepkg": "lotta", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.1", "date": "2026-05-11T06:34:50.000Z", "distro": "noble", "commit": "d10d1299536ffdf201c484949f4a83fc90f53498", "fileid": "7c9572c0d36a3c285033c3297a3bdd9f4b18fb5dc753b85f5687993d08045104", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25654100260" }, { "r": "4.6.0", "os": "linux", "version": "0.1.1", "date": "2026-05-11T06:34:28.000Z", "distro": "noble", "commit": "d10d1299536ffdf201c484949f4a83fc90f53498", "fileid": "d2a8a2d3f6df9c7b28ee1f3d41d1e5e3745b48704f199ab595bd6d97561482c7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/25654100260" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.1", "date": "2026-05-22T11:55:14.000Z", "commit": "d10d1299536ffdf201c484949f4a83fc90f53498", "fileid": "3b485e4f276083efa92f56c674098bd4857042ba87ec6064fc108fd7ba4dc019", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/25654100260" } ] }