A quick fitting workflow | Diagnostics that emphasise extremes | Supported methods and failure handling | Roadmap | References
Package: famish 0.2.1
Vincenzo Coia
famish: Flexibly Tune Families of Probability Distributions
Fits probability distributions to data and plugs into the 'probaverse' suite of R packages so distribution objects are ready for further manipulation and evaluation. Supports methods such as maximum likelihood and L-moments, and provides diagnostics including empirical ranking and quantile score.
Authors:
famish_0.2.1.tar.gz
famish_0.2.1.zip(r-4.7-any)famish_0.2.1.zip(r-4.6-any)famish_0.2.1.zip(r-4.5-any)
famish_0.2.1.tgz(r-4.6-any)famish_0.2.1.tgz(r-4.5-any)
famish_0.2.1.tar.gz(r-4.7-any)famish_0.2.1.tar.gz(r-4.6-any)
famish_0.2.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
famish/json (API)
| # Install 'famish' in R: |
| install.packages('famish', repos = c('https://probaverse.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/probaverse/famish/issues
Pkgdown/docs site:https://famish.probaverse.com
Last updated from:f388b0d9f3. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 126 | ||
| source / vignettes | OK | 162 | ||
| linux-release | OK | 129 | ||
| macos-release | OK | 203 | ||
| macos-oldrel | OK | 205 | ||
| windows-devel | OK | 104 | ||
| windows-release | OK | 99 | ||
| windows-oldrel | OK | 90 | ||
| wasm-release | OK | 85 |
Exports:fit_dstfit_dst_bernfit_dst_betafit_dst_cauchyfit_dst_chisqfit_dst_degeneratefit_dst_empiricalfit_dst_expfit_dst_ffit_dst_finitefit_dst_gammafit_dst_geomfit_dst_gevfit_dst_gpfit_dst_gumbelfit_dst_lnormfit_dst_lp3fit_dst_nbinomfit_dst_normfit_dst_nullfit_dst_pearson3fit_dst_poisfit_dst_tfit_dst_uniffit_dst_weibullnscorequantile_scorerpscoreuscore
Dependencies:backportscheckmateclidiscretesdistionaryellipsisfitdistrplusglueismevlatticelifecyclelmomMASSMatrixmgcvnlmerlangsurvivalvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit a distribution | fit_dst |
| Fit Distributions by Family | fit_dst_bern fit_dst_beta fit_dst_cauchy fit_dst_chisq fit_dst_degenerate fit_dst_empirical fit_dst_exp fit_dst_f fit_dst_family_wrappers fit_dst_finite fit_dst_gamma fit_dst_geom fit_dst_gev fit_dst_gp fit_dst_gumbel fit_dst_lnorm fit_dst_lp3 fit_dst_nbinom fit_dst_norm fit_dst_null fit_dst_pearson3 fit_dst_pois fit_dst_t fit_dst_unif fit_dst_weibull |
| Quantile score (pinball loss) | quantile_score |
| Rank-based Scores | nscore rpscore uscore |