Package: PLreg 0.4.0
PLreg: Power Logit Regression for Modeling Bounded Data
Power logit regression models for bounded continuous data, in which the density generator may be normal, Student-t, power exponential, slash, hyperbolic, sinh-normal, or type II logistic. Diagnostic tools associated with the fitted model, such as the residuals, local influence measures, leverage measures, and goodness-of-fit statistics, are implemented. The estimation process follows the maximum likelihood approach and, currently, the package supports two types of estimators: the usual maximum likelihood estimator and the penalized maximum likelihood estimator. More details about power logit regression models are described in Queiroz and Ferrari (2022) <arxiv:2202.01697>.
Authors:
PLreg_0.4.0.tar.gz
PLreg_0.4.0.zip(r-4.5)PLreg_0.4.0.zip(r-4.4)PLreg_0.4.0.zip(r-4.3)
PLreg_0.4.0.tgz(r-4.4-any)PLreg_0.4.0.tgz(r-4.3-any)
PLreg_0.4.0.tar.gz(r-4.5-noble)PLreg_0.4.0.tar.gz(r-4.4-noble)
PLreg_0.4.0.tgz(r-4.4-emscripten)PLreg_0.4.0.tgz(r-4.3-emscripten)
PLreg.pdf |PLreg.html✨
PLreg/json (API)
NEWS
| # Install 'PLreg' in R: |
| install.packages('PLreg', repos = c('https://ffqueiroz.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ffqueiroz/plreg/issues
- Firm - Firm Cost
- PeruVotes - Peru Blank Votes
- bodyfat_Aeolus - Body Fat of Little Brown Bat
Last updated 2 years agofrom:78cb146d92. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 11 2024 |
| R-4.5-win | OK | Sep 11 2024 |
| R-4.5-linux | OK | Sep 11 2024 |
| R-4.4-win | OK | Sep 11 2024 |
| R-4.4-mac | OK | Sep 11 2024 |
| R-4.3-win | OK | Sep 11 2024 |
| R-4.3-mac | OK | Sep 11 2024 |
Exports:CI.lambdadPLenvelopeextra.parameterinfluencePLregPLreg.controlpPLqPLrPLsandwich
Dependencies:backportsBBmisccheckmateclicolorspacedata.tableDistributionUtilsEnvStatsfansifarverFormulagamlss.distGeneralizedHyperbolicggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnleqslvnlmenortestpillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsVGAMviridisLitewithrzipfR
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Body Fat of Little Brown Bat | bodyfat_Aeolus |
| Confidence Interval for the Skewness Parameter | CI.lambda |
| Normal Probability Plots with Simulated Envelope of Residuals for PLreg Objects | envelope |
| Procedure to Select the Extra Parameter for PLreg Objects | extra.parameter |
| Firm Cost | Firm |
| Influence Diagnostics for PLreg Objects | influence |
| Methods for PLreg Objects | coef.PLreg logLik.PLreg methodsPLreg model.matrix.PLreg print.PLreg print.summary.PLreg summary.PLreg vcov.PLreg |
| Peru Blank Votes | PeruVotes |
| Power Logit Distributions | dPL PL pPL qPL rPL |
| Diagnostic Plots for PLreg Objects | plot.PLreg |
| Power Logit Regression Models for Bounded Variables | PLreg PLreg.fit |
| Auxiliary for Controlling PL Fitting | PLreg.control PLregcontrol |
| Residuals Method for PLreg Objects | residuals.PLreg |
| Sandwich Variance and Covariance Matrix for PLreg Objects | sandwich |
