Package: exdqlm 0.1.3
exdqlm: Extended Dynamic Quantile Linear Models
Routines for Bayesian estimation and analysis of dynamic quantile linear models utilizing the extended asymmetric Laplace error distribution, also known as extended dynamic quantile linear models (exDQLM) described in Barata et al (2020) <doi:10.1214/21-AOAS1497>.
Authors:
exdqlm_0.1.3.tar.gz
exdqlm_0.1.3.zip(r-4.5)exdqlm_0.1.3.zip(r-4.4)exdqlm_0.1.3.zip(r-4.3)
exdqlm_0.1.3.tgz(r-4.4-any)exdqlm_0.1.3.tgz(r-4.3-any)
exdqlm_0.1.3.tar.gz(r-4.5-noble)exdqlm_0.1.3.tar.gz(r-4.4-noble)
exdqlm_0.1.3.tgz(r-4.4-emscripten)exdqlm_0.1.3.tgz(r-4.3-emscripten)
exdqlm.pdf |exdqlm.html✨
exdqlm/json (API)
NEWS
| # Install 'exdqlm' in R: |
| install.packages('exdqlm', repos = c('https://rabarata.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:9f38fb40d3. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 14 2024 |
| R-4.5-win | OK | Sep 14 2024 |
| R-4.5-linux | OK | Sep 14 2024 |
| R-4.4-win | OK | Sep 14 2024 |
| R-4.4-mac | OK | Sep 14 2024 |
| R-4.3-win | OK | Sep 14 2024 |
| R-4.3-mac | OK | Sep 14 2024 |
Exports:combineModscompPlotdlmModexdqlmChecksexdqlmForecastexdqlmISVBexdqlmMCMCexdqlmPlotpolytrendModseasModtransfn_exdqlmISVB
Dependencies:abindbackportsbayesplotBHbridgesamplingbrmsBrobdingnagcallrcheckmateclicodacodetoolscolorspacecrchdescdigestdistributionalDistributionUtilsdlmdplyrevaluatefansifarverFNNFormulafuturefuture.applyGeneralizedHyperbolicgenericsggplot2ggridgesglobalsgluegridExtragtablehighrHyperbolicDistinlineisobandknitrlabelingLaplacesDemonlatticelifecyclelistenvloomagicmagrittrMASSMatrixmatrixStatsmgcvmunsellmvtnormnleqslvnlmenumDerivordinalparallellypillarpkgbuildpkgconfigplyrposteriorprocessxpsQuickJSRR6RColorBrewerRcppRcppArmadilloRcppEigenRcppParallelreshape2rlangrstanrstantoolssandwichscalesscoringRulesStanHeadersstringistringrtensorAtibbletictoctidyselecttruncnormucminfutf8vctrsviridisLitewithrxfunyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Monthly time-series of water flow at Big Tree water gauge. | BTflow |
| Combines state space blocks of an exDQLM | combineMods |
| Plot a component of an exDQLM | compPlot |
| Create state space model of exDQLM from DLM | dlmMod |
| Daily time-series of ELI anomalies. | ELIanoms |
| exDQLM Diagnostics | exdqlmChecks |
| k-step-ahead Forecast | exdqlmForecast |
| exDQLM - ISVB algorithm | exdqlmISVB |
| exDQLM - MCMC algorithm | exdqlmMCMC |
| Plot exDQLM | exdqlmPlot |
| Monthly Niño 3.4 Index. | nino34 |
| Create an n-th order polynomial exDQLM component | polytrendMod |
| Time series of daily average magnitude IVT in Santa Cruz, CA. | scIVTmag |
| Create Fourier representation of a periodic exDQLM component | seasMod |
| Transfer Function exDQLM - ISVB algorithm | transfn_exdqlmISVB |
