Package: tipsae 1.0.3

Silvia De Nicolò

tipsae: Tools for Handling Indices and Proportions in Small Area Estimation

It allows for mapping proportions and indicators defined on the unit interval. It implements Beta-based small area methods comprising the classical Beta regression models, the Flexible Beta model and Zero and/or One Inflated extensions (Janicki 2020 <doi:10.1080/03610926.2019.1570266>). Such methods, developed within a Bayesian framework through Stan <https://mc-stan.org/>, come equipped with a set of diagnostics and complementary tools, visualizing and exporting functions. A Shiny application with a user-friendly interface can be launched to further simplify the process. For further details, refer to De Nicolò and Gardini (2024 <doi:10.18637/jss.v108.i01>).

Authors:Silvia De Nicolò [aut, cre], Aldo Gardini [aut]

tipsae_1.0.3.tar.gz
tipsae_1.0.3.tar.gz(r-4.5-noble)tipsae_1.0.3.tar.gz(r-4.4-noble)
tipsae.pdf |tipsae.html✨
tipsae/json (API)

# Install 'tipsae' in R:
install.packages('tipsae', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • emilia - Poverty in Emilia-Romagna (Italy) Health Districts
  • emilia_cs - Poverty in Emilia-Romagna (Italy) Health Districts in 2016
  • emilia_shp - Shapefile of Emilia-Romagna (Italy) Health Districts

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.63 score 53 scripts 248 downloads 7 exports 110 dependencies

Last updated 2 months agofrom:c6c44c5638. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 14 2024
R-4.5-linux-x86_64NOTENov 14 2024

Exports:benchmarkexportextractfit_saemaprunShiny_tipsaesmoothing

Dependencies:abindbackportsbase64encBHbootbroombslibcachemcallrcarcarDatacheckmateclicolorspacecommonmarkcorrplotcowplotcpp11crayonDerivdescdigestdistributionaldoBydplyrfansifarverfastmapfontawesomeFormulafsgenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtablehtmltoolshttpuvinlineisobandjquerylibjsonlitelabelinglaterlatticelifecyclelme4loomagrittrMASSMatrixMatrixModelsmatrixStatsmemoisemgcvmicrobenchmarkmimeminqamodelrmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgbuildpkgconfigpolynomposteriorprocessxpromisespspurrrquantregQuickJSRR6rappdirsrbibutilsRColorBrewerRcppRcppEigenRcppParallelRdpackrlangrstanrstatixsassscalesshinysourcetoolsspSparseMStanHeadersstringistringrsurvivaltensorAtibbletidyrtidyselectutf8vctrsviridisLitewithrxtable

The tipsae Shiny app

Rendered fromshiny_tipsae_vignette.pdf.asisusingR.rsp::asison Nov 14 2024.

Last update: 2022-05-17
Started: 2022-05-17

Tools for Mapping Proportions and Indicators on the Unit Interval

Rendered fromtipsae_vignette.pdf.asisusingR.rsp::asison Nov 14 2024.

Last update: 2022-02-10
Started: 2022-02-10