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>).
| Version: | 1.0.3 |
| Depends: | R (≥ 3.5.0), shiny (≥ 1.0.3) |
| Imports: | methods, Rcpp (≥ 0.12.0), rstan (≥ 2.26.0), ggplot2 (≥ 3.3.2), nlme (≥ 3.1.152), stats, sp, ggpubr, Rdpack |
| LinkingTo: | BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.26.0), StanHeaders (≥ 2.26.0) |
| Suggests: | rstantools (≥ 2.1.1), RcppParallel (≥ 5.0.1), callr, sf, dplyr, leaflet, tmap, spam, spdep, gridExtra (≥ 2.3), R.rsp, shinythemes, shinyFeedback, shinybusy, shinyWidgets, shinyjs, bayesplot, DT (≥ 0.32.1), loo (≥ 2.3.1) |
| Published: | 2024-09-13 |
| DOI: | 10.32614/CRAN.package.tipsae |
| Author: | Silvia De Nicolò 
[aut, cre],
Aldo Gardini
[aut] |
| Maintainer: | Silvia De Nicolò <silvia.denicolo at unibo.it> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Citation: | tipsae citation info |
| CRAN checks: | tipsae results |
Documentation:
| Reference manual: | tipsae.pdf |
| Vignettes: |
The tipsae Shiny app (source) Tools for Mapping Proportions and Indicators on the Unit Interval (source) |
Downloads:
| Package source: | tipsae_1.0.3.tar.gz |
| Windows binaries: | r-devel: tipsae_1.0.3.zip, r-release: tipsae_1.0.3.zip, r-oldrel: tipsae_1.0.3.zip |
| macOS binaries: | r-release (arm64): tipsae_1.0.3.tgz, r-oldrel (arm64): tipsae_1.0.3.tgz, r-release (x86_64): tipsae_1.0.3.tgz, r-oldrel (x86_64): tipsae_1.0.3.tgz |
| Old sources: | tipsae archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=tipsae to link to this page.