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.
| Version: | 0.0.6 |
| Depends: | R (≥ 3.5.0), shiny (≥ 1.0.3) |
| Imports: | methods, Rcpp (≥ 0.12.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), rstantools (≥ 2.1.1), loo (≥ 2.3.1), ggplot2 (≥ 3.3.2), gridExtra (≥ 2.3), maptools (≥ 1.0.2), rgeos, sp, spdep, broom, nlme (≥ 3.1.152), stats, spam, ggpubr, callr, Rdpack |
| LinkingTo: | BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), StanHeaders (≥ 2.18.0) |
| Suggests: | R.rsp |
| Published: | 2022-05-17 |
| Author: | Silvia De Nicolò 
[aut, cre],
Aldo Gardini
[aut] |
| Maintainer: | Silvia De Nicolò <silvia.denicolo at phd.unipd.it> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| CRAN checks: | tipsae results |
Documentation:
| Reference manual: | tipsae.pdf |
| Vignettes: |
The tipsae Shiny app Tools for Mapping Proportions and Indicators on the Unit Interval |
Downloads:
| Package source: | tipsae_0.0.6.tar.gz |
| Windows binaries: | r-devel: tipsae_0.0.6.zip, r-release: tipsae_0.0.6.zip, r-oldrel: tipsae_0.0.6.zip |
| macOS binaries: | r-release (arm64): tipsae_0.0.6.tgz, r-oldrel (arm64): tipsae_0.0.6.tgz, r-release (x86_64): tipsae_0.0.6.tgz, r-oldrel (x86_64): tipsae_0.0.6.tgz |
| Old sources: | tipsae archive |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=tipsae to link to this page.