CRAN/E | tipsae

tipsae

Tools for Handling Indices and Proportions in Small Area Estimation

Installation

About

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 , 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).

Citation tipsae citation info
System requirements GNU make

Key Metrics

Version 1.0.0
R ≥ 3.5.0
Published 2024-03-26 2 days ago
Needs compilation? yes
License GPL-3
CRAN checks tipsae results

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Maintainer

Maintainer

Silvia De Nicolò

silvia.denicolo@unibo.it

Authors

Silvia De Nicolò

aut / cre

Aldo Gardini

aut

Material

Reference manual
Package source

Vignettes

The tipsae Shiny app
Tools for Mapping Proportions and Indicators on the Unit Interval

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

tipsae archive

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

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

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