Package: neodistr 0.1.1
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Unpublished Dissertation.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Unpublished Dissertation.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
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neodistr.pdf |neodistr.html✨
neodistr/json (API)
| # Install 'neodistr' in R: |
| install.packages('neodistr', repos = c('https://madsyair.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/madsyair/neodistr/issues
Last updated 5 months agofrom:b2153abb9b. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 25 2024 |
| R-4.5-win | NOTE | Oct 25 2024 |
| R-4.5-linux | NOTE | Oct 25 2024 |
| R-4.4-win | NOTE | Oct 25 2024 |
| R-4.4-mac | NOTE | Oct 25 2024 |
| R-4.3-win | NOTE | Oct 25 2024 |
| R-4.3-mac | NOTE | Oct 25 2024 |
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 |
