tipsae

Tools for Handling Indices and Proportions in Small Area Estimation

CRAN Package

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).


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  • Depends1 package
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