1. The likelihood and its singularity at x = mu | 2. Starting values: quantiles for the aim, a box for diversity | Closed-form quantile estimators | 3. Discrete data: the grouped likelihood | 4. Diagnostics returned with every fit | 5. Monte Carlo validation | References
Package: bgev 0.3
bgev: Bimodal GEV Distribution with Location Parameter
Density, distribution function, quantile function random generation and estimation of bimodal GEV distribution given in Otiniano et al. (2023) <doi:10.1007/s10651-023-00566-7>. This new generalization of the well-known GEV (Generalized Extreme Value) distribution is useful for modeling heterogeneous bimodal data from different areas.
Authors:
bgev_0.3.tar.gz
bgev_0.3.zip(r-4.7-any)bgev_0.3.zip(r-4.6-any)bgev_0.3.zip(r-4.5-any)
bgev_0.3.tgz(r-4.6-any)bgev_0.3.tgz(r-4.5-any)
bgev_0.3.tar.gz(r-4.7-any)bgev_0.3.tar.gz(r-4.6-any)
bgev_0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
bgev/json (API)
| # Install 'bgev' in R: |
| install.packages('bgev', repos = c('https://thiagodoregosousa.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/thiagodoregosousa/bgev/issues
Pkgdown/docs site:https://thiagodoregosousa.github.io
Last updated from:29e572751b. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 139 | ||
| source / vignettes | OK | 209 | ||
| linux-release | OK | 178 | ||
| macos-release | OK | 172 | ||
| macos-oldrel | OK | 177 | ||
| windows-devel | OK | 98 | ||
| windows-release | OK | 98 | ||
| windows-oldrel | OK | 96 | ||
| wasm-release | OK | 92 |
Exports:bgev_log_likelihoodbgev_mlebgev_profile_likelihoodbgev_supportbgev_valid_paramsdbgevpbgevqbgevrbgev
Dependencies:clicpp11EnvStatsfarverggplot2gluegtableisobandlabelinglifecycleMASSnleqslvnortestnumDerivR6RColorBrewerrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bimodal GEV (generalized extreme value) distribution | bgev dbgev pbgev qbgev rbgev |
| Log-likelihood function for the BGEV distribution | bgev_log_likelihood |
| Maximum Likelihood Estimation for the BGEV distribution | bgev_mle |
| Profile log-likelihood for a BGEV parameter | bgev_profile_likelihood |
| Compute the support of the BGEV distribution | bgev_support |
| Validate BGEV parameters | bgev_valid_params |