Package: actuaRE 1.0.1
actuaRE: Handling Single-Level and Hierarchically Structured Risk Factors using Credibility and Random Effects Models
Fits random effects models for multi-level/high-cardinality factors using credibility theory (Buhlmann-Straub for single-level, Jewell for hierarchical structures), GLM extensions following Ohlsson (2008) <doi:10.1080/03461230701878612>, or Tweedie generalized linear mixed models. Provides functions for model fitting, visualization, and prediction. See Campo, B.D.C. and Antonio, K. (2023) <doi:10.1080/03461238.2022.2161413>.
Authors:
actuaRE_1.0.1.tar.gz
actuaRE_1.0.1.zip(r-4.7-any)actuaRE_1.0.1.zip(r-4.6-any)actuaRE_1.0.1.zip(r-4.5-any)
actuaRE_1.0.1.tgz(r-4.6-any)actuaRE_1.0.1.tgz(r-4.5-any)
actuaRE_1.0.1.tar.gz(r-4.7-any)actuaRE_1.0.1.tar.gz(r-4.6-any)
actuaRE_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
actuaRE/json (API)
| # Install 'actuaRE' in R: |
| install.packages('actuaRE', repos = c('https://bavodc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/bavodc/websiteactuare/issues
Pkgdown/docs site:https://bavodc.github.io
- dataCar - Data Car
- hachemeisterLong - Hachemeister Data Set
- tweedietestdata - Simulated data sets to illustrate the package functionality
- tweedietraindata - Simulated data sets to illustrate the package functionality
Last updated from:a38d672d70. Checks:2 NOTE, 7 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | NOTE | 174 | ||
| source / vignettes | OK | 201 | ||
| linux-release | OK | 174 | ||
| macos-release | OK | 247 | ||
| macos-oldrel | OK | 220 | ||
| windows-devel | NOTE | 133 | ||
| windows-release | OK | 147 | ||
| windows-oldrel | OK | 104 | ||
| wasm-release | OK | 106 |
Exports:adjustInterceptBalancePropertybuhlmannStraubbuhlmannStraubGLMbuhlmannStraubTweediefindbarsfitted.buhlmannStraubfitted.buhlmannStraubGLMfitted.buhlmannStraubTweediefitted.hierCredGLMfitted.hierCredibilityfitted.hierCredTweediefixeffixef.buhlmannStraubGLMfixef.buhlmannStraubTweediefixef.hierCredGLMfixef.hierCredTweedieglFormulahierCredGLMhierCredibilityhierCredTweedieis.formulaisNestednobarsNrUniqueplotREpredict.buhlmannStraubpredict.buhlmannStraubGLMpredict.buhlmannStraubTweediepredict.hierCredGLMpredict.hierCredibilitypredict.hierCredTweedieprint.BalancePropertyprint.buhlmannStraubprint.buhlmannStraubGLMprint.buhlmannStraubTweedieprint.hierCredGLMprint.hierCredibilityprint.hierCredTweedieranefranef.buhlmannStraubranef.buhlmannStraubGLMranef.buhlmannStraubTweedieranef.hierCredGLMranef.hierCredibilityranef.hierCredTweediesummary.buhlmannStraubsummary.buhlmannStraubGLMsummary.buhlmannStraubTweediesummary.hierCredGLMsummary.hierCredibilitysummary.hierCredTweedietweedieGLMMweights.buhlmannStraubGLMweights.buhlmannStraubTweedieweights.cpglmweights.hierCredGLMweights.hierCredTweedie
Dependencies:biglmbootclicodacplmcpp11data.tableDBIfarverggplot2gluegtableisobandlabelinglatticelifecyclelme4magrittrMASSMatrixminqanlmenloptrplyrR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasreshape2rlangS7scalesstatmodstringistringrtweedievctrsviridisLitewithr
