Package: gustave 1.0.0

Khaled Larbi

gustave: A User-Oriented Statistical Toolkit for Analytical Variance Estimation

Provides a toolkit for analytical variance estimation in survey sampling. Apart from the implementation of standard variance estimators, its main feature is to help the sampling expert produce easy-to-use variance estimation "wrappers", where systematic operations (linearization, domain estimation) are handled in a consistent and transparent way.

Authors:Martin Chevalier [aut], Khaled Larbi [cre], Institut national de la statistique et des études économiques [cph]

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manual.pdf |manual.html✨
card.svg |card.png
gustave/json (API)
NEWS

# Install 'gustave' in R:

install.packages('gustave', repos = c('https://inseefr.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/inseefr/gustave/issues

Datasets:

ict_pop - Sampling frame of the Information and communication technologies (ICT) survey
ict_sample - Sample of the Information and communication technologies (ICT) survey
ict_survey - Survey data of the Information and communication technologies (ICT) survey
lfs_samp_area - Sample of areas in the Labour force survey
lfs_samp_dwel - Sample of dwellings in the Labour force survey
lfs_samp_ind - Sample of individuals in the Labour force survey

On CRAN:

official-statistics sampling survey-sampling variance-estimation

3.93 score 9 stars 19 scripts 260 downloads 10 exports 2 dependencies

Last updated from:b9b156e846. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	138
source / vignettes	OK	172
linux-release-x86_64	OK	146
macos-release-arm64	OK	103
macos-oldrel-arm64	OK	107
windows-devel	OK	107
windows-release	OK	94
windows-oldrel	OK	98
wasm-release	OK	107

Exports:add_zero define_statistic_wrapper define_variance_wrapper qvar res_cal sum_by var_pois var_srs varDT varSYG

Dependencies:lattice Matrix

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Expand a matrix or a data.frame with zeros based on rownames matching	add_zero
Define a statistic wrapper	define_statistic_wrapper
Define a variance estimation wrapper	define_variance_wrapper
Sampling frame of the Information and communication technologies (ICT) survey	ict_pop
Sample of the Information and communication technologies (ICT) survey	ict_sample
Survey data of the Information and communication technologies (ICT) survey	ict_survey
Sample of areas in the Labour force survey	lfs_samp_area
Sample of dwellings in the Labour force survey	lfs_samp_dwel
Sample of individuals in the Labour force survey	lfs_samp_ind
Quickly perform a variance estimation in common cases	qvar
Linear Regression Residuals Calculation	res_cal
Standard statistic wrappers	diff_of_ratio mean ratio ratio_of_ratio standard_statistic_wrapper total
Efficient by-group (weighted) summation	sum_by
Variance estimator for a Poisson sampling design	var_pois
Variance approximation with Deville-Tillé (2005) formula	varDT var_srs
Sen-Yates-Grundy variance estimator	varSYG