CRAN/E | StratifiedSampling

StratifiedSampling

Different Methods for Stratified Sampling

Installation

About

Integrating a stratified structure in the population in a sampling design can considerably reduce the variance of the Horvitz-Thompson estimator. We propose in this package different methods to handle the selection of a balanced sample in stratified population. For more details see Raphaël Jauslin, Esther Eustache and Yves Tillé (2021) doi:10.1007/s42081-021-00134-y. The package propose also a method based on optimal transport and balanced sampling, see Raphaël Jauslin and Yves Tillé .

github.com/RJauslin/StratifiedSampling
Bug report File report

Key Metrics

Version 0.4.1
R ≥ 3.5.0
Published 2022-10-26 548 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks StratifiedSampling results

Downloads

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Maintainer

Maintainer

Raphael Jauslin

raphael.jauslin@unine.ch

Authors

Raphael Jauslin

aut / cre

Esther Eustache

aut

Bardia Panahbehagh

aut

Yves Tillé

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

Statistical Matching using Optimal Transport

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

StratifiedSampling archive

Depends

Matrix
R ≥ 3.5.0

Imports

Rcpp
transport
proxy
MASS
sampling
Rglpk

Suggests

knitr
rmarkdown
BalancedSampling
stats
testthat
StatMatch
laeken
prettydoc
ggplot2
viridis
rgeos
geojsonio
sf
rmapshaper

LinkingTo

RcppArmadillo
Rcpp