Package: neodistr 0.1.1
Achmad Syahrul Choir
neodistr:Neo-Normal Distribution
Provides functions for calculating the density, cumulative distribution, quantile, and random number of neo-normal distribution. It also interfaces with the 'brms' package, allowing the use of the neo-normal distribution as a custom family. This integration enables the application of various 'brms' formulas for neo-normal regression. The package implements the following distributions: Modified to be Stable as Normal from Burr (MSNBurr), Modified to be Stable as Normal from Burr-IIa (MSNBurr-IIa), Generalized of MSNBurr (GMSNBurr), and Jones-Faddy Skew-t. References: Choir, A. S. (2020).Unpublished Dissertation. Iriawan, N. (2000).Unpublished Dissertation. Jones, M. C. and Faddy,M. J. (2003).<doi:10.1111/1467-9868.00378>. Rigby, R. A., Stasinopoulos, M. D., Heller, G. Z., & Bastiani, F. D. (2019) <doi:10.1201/9780429298547>.
Authors:
neodistr_0.1.1.tar.gz
neodistr_0.1.1.tar.gz(r-4.5-noble)neodistr_0.1.1.tar.gz(r-4.4-noble)
neodistr_0.1.1.tgz(r-4.4-emscripten)neodistr_0.1.1.tgz(r-4.3-emscripten)
neodistr.pdf |neodistr.html✨
neodistr/json (API)
| # Installneodistr in R: |
| install.packages('neodistr',repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/madsyair/neodistr/issues
Last updated 9 days agofrom:503656be50
Exports:bnrmbrms_custom_familydgmsnburrdjfstdmsnburrdmsnburr2agmsnburrjfstmsnburrmsnburr2aneoshinypgmsnburrpjfstpmsnburrpmsnburr2aqgmsnburrqjfstqmsnburrqmsnburr2argmsnburrrjfstrmsnburrrmsnburr2astanf_gmsnburrstanf_jfststanf_msnburrstanf_msnburr2asummary_dist
Dependencies:abindaskpassbackportsbase64encbayesplotBHbridgesamplingbrmsBrobdingnagbslibcachemcallrcheckmateclicodacodetoolscolorspacecommonmarkcpp11crayoncrosstalkcurldata.tabledescdigestdistributionaldplyrevaluatefansifarverfastmapfontawesomefsfuturefuture.applygenericsggplot2ggridgesglobalsgluegmpgridExtragtablehighrhtmltoolshtmlwidgetshttpuvhttrinlineisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclelistenvloomagrittrMASSMatrixmatrixStatsmemoisemgcvmimemunsellmvtnormnleqslvnlmenumDerivopensslparallellypillarpkgbuildpkgconfigplotlyplyrposteriorprocessxpromisespspurrrQuickJSRR6rappdirsRColorBrewerRcppRcppEigenRcppParallelreshape2rlangrmarkdownRmpfrrstanrstantoolssassscalesshinyshinythemessourcetoolsStanHeadersstringistringrsystensorAtibbletidyrtidyselecttinytexutf8vctrsviridisLitewithrxfunxtableyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Neo-normal model using brms | bnrm |
| Neonormal as custom distribution family in brms | brms_custom_family |
| GMSNBurr distribution | dgmsnburr gmsnburr pgmsnburr qgmsnburr rgmsnburr |
| Jones Faddy's Skew-t Distribution | djfst jfst pjfst qjfst rjfst |
| MSNBurr Distribution | dmsnburr msnburr pmsnburr qmsnburr rmsnburr |
| MSNBurr-IIa distribution. | dmsnburr2a msnburr2a pmsnburr2a qmsnburr2a rmsnburr2a |
| Starts shiny application for the neodistr package | neoshiny |
| Stan function of GMSNBurr Distribution | stanf_gmsnburr |
| Stan function of Jones and Faddys Skew-t Distribution | stanf_jfst |
| Stan function of MSNBurr Distribution | stanf_msnburr |
| Stan function of MSNBurr-IIa Distribution | stanf_msnburr2a |
| Summaries of Neo-normal Distribution | summary_dist |
