Introduction | Exponential Dispersion Families | Weights and Data Aggregation | The Unifed Family | Cumulant generator | The Variance and Unit Deviance Functions | Unifed GLM - An Illustrative Example | Preparing the Data | Fitting and Diagnostics | Verifying Data Aggregation | Bayesian Unifed GLM | Comparison to the Beta Regression
Package: unifed 1.1.6
Oscar Alberto Quijano Xacur
unifed: The Unifed Distribution
Probability functions, family for glm() and Stan code for working with the unifed distribution (Quijano Xacur, 2019; <doi:10.1186/s40488-019-0102-6>).
Authors:
unifed_1.1.6.tar.gz
unifed_1.1.6.tar.gz(r-4.7-arm64)unifed_1.1.6.tar.gz(r-4.7-x86_64)unifed_1.1.6.tar.gz(r-4.6-arm64)unifed_1.1.6.tar.gz(r-4.6-x86_64)
unifed_1.1.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
unifed/json (API)
| # Install 'unifed' in R: |
| install.packages('unifed', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- car.insurance - Car insurance claims
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:161948c3a7. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 151 | ||
| linux-devel-x86_64 | OK | 147 | ||
| source / vignettes | OK | 244 | ||
| linux-release-arm64 | OK | 148 | ||
| linux-release-x86_64 | OK | 151 | ||
| wasm-release | OK | 115 |
Exports:dirwin.halldunifedpunifedquasiunifedqunifedrunifedsummary_unifed_glmunifedunifed.canonical.linkunifed.devianceunifed.kappaunifed.kappa.double.primeunifed.kappa.primeunifed.kappa.prime.inverseunifed.kappa.prime.inverse.oneunifed.lcdfunifed.mleunifed.stan.folderunifed.stan.pathunifed.unit.devianceunifed.varf
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Car insurance claims | car.insurance |
| Irwin-Hall density | dirwin.hall |
| The unifed distribution | dunifed punifed qunifed runifed unifed.lcdf |
| Summarizing Generalized Linear Model Fits | summary_unifed_glm |
| Family object for the unifed distribution | quasiunifed unifed unifed.canonical.link |
| Deviance of the unifed distribution | unifed.deviance unifed.unit.deviance |
| Cumulant generator of the unifed distribution | unifed.kappa unifed.kappa.double.prime unifed.kappa.prime unifed.kappa.prime.inverse unifed.kappa.prime.inverse.one |
| Maximum Likelihood Estimate for the unifed distribution | unifed.mle |
| Stan functions for working with the unifed distribution | unifed.stan |
| Unifed Stan function paths | unifed.stan.folder unifed.stan.path |
| Variance function of the unifed distribution | unifed.varf |