Package: robustbetareg 0.3.1
robustbetareg: Robust Beta Regression
Robust estimators for the beta regression, useful for modeling bounded continuous data. Currently, four types of robust estimators are supported. They depend on a tuning constant which may be fixed or selected by a data-driven algorithm also implemented in the package. Diagnostic tools associated with the fitted model, such as the residuals and goodness-of-fit statistics, are implemented. Robust Wald-type tests are available. More details about robust beta regression are described in Maluf et al. (2025) <doi:10.1007/s00184-024-00949-1>.
Authors:
robustbetareg_0.3.1.tar.gz
robustbetareg_0.3.1.zip(r-4.7)robustbetareg_0.3.1.zip(r-4.6)robustbetareg_0.3.1.zip(r-4.5)
robustbetareg_0.3.1.tgz(r-4.6-any)robustbetareg_0.3.1.tgz(r-4.5-any)
robustbetareg_0.3.1.tar.gz(r-4.7-any)robustbetareg_0.3.1.tar.gz(r-4.6-any)
robustbetareg_0.3.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
robustbetareg/json (API)
| # Install 'robustbetareg' in R: |
| install.packages('robustbetareg', repos = c('https://ffqueiroz.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 from:d3172ee3d5. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 143 | ||
| source / vignettes | OK | 167 | ||
| linux-release-x86_64 | OK | 146 | ||
| macos-release-arm64 | OK | 202 | ||
| macos-oldrel-arm64 | OK | 169 | ||
| windows-devel | OK | 84 | ||
| windows-release | OK | 88 | ||
| windows-oldrel | OK | 98 | ||
| wasm-release | OK | 118 |
Exports:dEGBpEGBplotenvelopepredictqEGBrEGBresidualsrobustbetaregrobustbetareg.controlset.linkwaldtypetest
Dependencies:backportsBBmiscbetaregcheckmatecrayondata.tableDEoptimRdigestflexmixFormulagmplatticelmtestMASSMatrixmiscToolsmodeltoolsnnetnumDerivpracmaRmpfrrobustbaserstudioapisandwichzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| The Exponential Generalized Beta of the Second Type Distribution | dEGB EGB pEGB qEGB rEGB |
| Firm Cost | Firm |
| Health Insurance Coverage | HIC |
| Methods for robustbetareg Objects | coef.robustbetareg methodsrobustbetareg print.summary.robustbetareg summary.robustbetareg |
| Diagnostic Plots for robustbetareg Objects | plot.robustbetareg |
| Normal Probability Plots of Residuals with Simulated Envelope for robustbetareg Objects | plotenvelope |
| Prediction Methods for robustbetareg Objects Class | predict |
| Residuals Method for robustbetareg Objects | .robustbetareg residuals residuals.robustbetareg |
| Robust Beta Regression | LMDPDE.fit LSMLE.fit MDPDE.fit robustbetareg SMLE.fit |
| Auxiliary for Controlling robustbetareg Fitting | robustbetareg.control |
| Link functions for robust beta regression | set.link |
| Robust Wald-type Tests | waldtypetest |
