Package: fitur 0.6.2
Thomas Roh
fitur: Fit Univariate Distributions
Wrapper for computing parameters for univariate distributions using MLE. It creates an object that stores d, p, q, r functions as well as parameters and statistics for diagnostics. Currently supports automated fitting from base and actuar packages. A manually fitting distribution fitting function is included to support directly specifying parameters for any distribution from ancillary packages.
Authors:
fitur_0.6.2.tar.gz
fitur_0.6.2.zip(r-4.5)fitur_0.6.2.zip(r-4.4)fitur_0.6.2.zip(r-4.3)
fitur_0.6.2.tgz(r-4.4-any)fitur_0.6.2.tgz(r-4.3-any)
fitur_0.6.2.tar.gz(r-4.5-noble)fitur_0.6.2.tar.gz(r-4.4-noble)
fitur_0.6.2.tgz(r-4.4-emscripten)fitur_0.6.2.tgz(r-4.3-emscripten)
fitur.pdf |fitur.html✨
fitur/json (API)
NEWS
| # Install 'fitur' in R: |
| install.packages('fitur', repos = c('https://tomroh.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tomroh/fitur/issues
Last updated 2 years agofrom:3ee9917703. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 30 2024 |
| R-4.5-win | OK | Oct 30 2024 |
| R-4.5-linux | OK | Oct 30 2024 |
| R-4.4-win | OK | Oct 30 2024 |
| R-4.4-mac | OK | Oct 30 2024 |
| R-4.3-win | OK | Oct 30 2024 |
| R-4.3-mac | OK | Oct 30 2024 |
Exports:ad_testbuild_distcalc_momentscvm_testdduniffit_dist_addinfit_empiricalfit_univariatefit_univariate_mangof_testsis.distfunks_testpdunifplot_densityplot_ppplot_qqqdunifrdunif
Dependencies:actuarbase64encbslibcachemclassclicolorspacecommonmarkcrayoncrosstalkdigestDTe1071evaluateexpintfansifarverfastmapfitdistrplusfontawesomefsggplot2gluegoftestgtablehighrhtmltoolshtmlwidgetshttpuvisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclemagrittrMASSMatrixmemoisemgcvmimeminiUImunsellnlmepillarpkgconfigpromisesproxyR6rappdirsRColorBrewerRcpprlangrmarkdownsassscalesshinysourcetoolssurvivaltibbletinytexutf8vctrsviridisLitewithrxfunxtableyaml
Diagnostic Plots for Fitting Distributions
Rendered fromdiagnostic_plots.Rmdusingknitr::rmarkdownon Oct 30 2024.Last update: 2022-06-16
Started: 2017-12-17
Introduction to fitur
Rendered fromintroduction.Rmdusingknitr::rmarkdownon Oct 30 2024.Last update: 2021-07-28
Started: 2017-02-14
Supported Distributions
Rendered fromunivariate_distributions.Rmdusingknitr::rmarkdownon Oct 30 2024.Last update: 2021-07-28
Started: 2017-08-05
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Build Distribution Functions | build_dist |
| Calculate moments of a numeric vector | calc_moments |
| The Discrete Uniform Distribution | ddunif DiscreteUniform pdunif qdunif rdunif |
| Fit Univariate Distributions Addin | fit_dist_addin |
| Fit Empirical Distribution | fit_empirical |
| Fit Univariate Distribution | fit_univariate |
| Fit Univariate Distributions by Specifying Parameters | fit_univariate_man |
| Generate Single Distribution Function | gen_dist_fun |
| Goodness of Fit Testing | gof_tests |
| Wrappers to compute goodness of fit test froms distfun objects | ad_test ad_test.distfun cvm_test cvm_test.distfun GOFTests ks_test |
| Test if object is a distfun object | is.distfun |
| Find Mode | Mode |
| Density Comparison Plot | plot_density |
| P-P Plot | plot_pp |
| Q-Q Plot | plot_qq |