{ "_id": "6ab7acbc99f7aa8c6aa33a88", "Package": "exdqlm", "Title": "Extended Dynamic Quantile Linear Models", "Version": "1.1.2", "Authors@R": "c(person(given = \"Raquel\", family = \"Barata\",\nrole = c(\"aut\", \"cre\"),\nemail = \"raquel.a.barata@gmail.com\"),\nperson(given = \"Raquel\", family = \"Prado\", role = \"ths\"),\nperson(given = \"Bruno\", family = \"Sanso\", role = \"ths\"),\nperson(given = \"Antonio\", family = \"Aguirre\", role = \"aut\"))", "Author": "Raquel Barata [aut, cre], Raquel Prado [ths], Bruno Sanso\n[ths], Antonio Aguirre [aut]", "Maintainer": "Raquel Barata ", "Description": "Bayesian quantile-regression routines for dynamic\nstate-space models and static regression under the extended\nasymmetric Laplace (exAL) error distribution. The dynamic\nstate-space models are extended dynamic quantile linear models\n(exDQLMs). The package combines dynamic exDQLM inference via\nLaplace-delta variational Bayes (LDVB), Markov chain Monte\nCarlo (MCMC), and legacy importance-sampling variational Bayes\n(ISVB) with static exAL regression via LDVB and MCMC, reduced\nasymmetric Laplace/dynamic quantile linear model (AL/DQLM)\npaths through fixed skewness, component builders for\ntrend/seasonality/regression blocks, static shrinkage priors\nincluding ridge, regularized horseshoe, and 'rhs_ns', evidence\nlower bound (ELBO) diagnostics, optional C++ accelerators, and\nposterior predictive synthesis across separately fitted\nquantiles through 'quantileSynthesis()'. Dynamic exDQLM methods\nare described in Barata et al. (2020)\n.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "LazyData": "true", "Config/testthat/edition": "3", "Roxygen": "list(markdown = TRUE)", "SystemRequirements": "C++17; OpenMP (optional)", "URL": "https://github.com/AntonioAPDL/exdqlm", "BugReports": "https://github.com/AntonioAPDL/exdqlm/issues", "Config/roxygen2/version": "8.0.0", "Config/pak/sysreqs": "libglpk-dev make libxml2-dev", "Repository": "https://antonioapdl.r-universe.dev", "Date/Publication": "2026-09-12 22:17:13 UTC", "RemoteUrl": "https://github.com/antonioapdl/exdqlm", "RemoteRef": "HEAD", "RemoteSha": "e51045a4324901cced27ca2aaa22569afbc8e0e6", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-09-26 11:18:46 UTC", "User": "root" }, "_user": "antonioapdl", "_type": "src", "_file": "exdqlm_1.1.2.tar.gz", "_fileid": "https://r2.ropensci.org/af6b205dcfbe40a5337b949f469cc4513ac64fe000bbfb31ea4f709461936b0a", "_filesize": 1023161, "_sha256": 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