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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: | 1.0.2 |
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, loo (≥ 2.3.1) |
Published: | 2024-07-30 |
DOI: | 10.32614/CRAN.package.tipsae |
Author: | Silvia De Nicolò |
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 |
Reference manual: | tipsae.pdf |
Vignettes: |
The tipsae Shiny app (source) Tools for Mapping Proportions and Indicators on the Unit Interval (source) |
Package source: | tipsae_1.0.2.tar.gz |
Windows binaries: | r-devel: tipsae_1.0.2.zip, r-release: tipsae_1.0.2.zip, r-oldrel: tipsae_1.0.2.zip |
macOS binaries: | r-release (arm64): tipsae_1.0.2.tgz, r-oldrel (arm64): tipsae_1.0.2.tgz, r-release (x86_64): tipsae_1.0.2.tgz, r-oldrel (x86_64): tipsae_1.0.2.tgz |
Old sources: | tipsae archive |
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These binaries (installable software) and packages are in development.
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