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: 0.0.4
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: 2022-02-10
Author: Silvia De Nicolò ORCID iD [aut, cre], Aldo Gardini ORCID iD [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: Tools for Mapping Proportions and Indicators on the Unit Interval

Downloads:

Package source: tipsae_0.0.4.tar.gz
Windows binaries: r-devel: tipsae_0.0.4.zip, r-release: tipsae_0.0.4.zip, r-oldrel: tipsae_0.0.4.zip
macOS binaries: r-release (arm64): tipsae_0.0.4.tgz, r-release (x86_64): tipsae_0.0.4.tgz, r-oldrel: tipsae_0.0.4.tgz

Linking:

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