sys_deville

This function implements a method to select a sample using the Deville's systmatic algorithm.

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 <arXiv:2105.08379>.

Rapha<c3><ab>l Jauslin

StratifiedSampling

Different Methods for Stratified Sampling

Raphael Jauslin

Esther Eustache

Bardia Panahbehagh

Yves Tillé

sys_deville function

<dl><dt>pik</dt>
<dd>A vector of inclusion probabilities.</dd></dl>

Arguments

Deville's systematic — sys_deville

<dl>

<dt>pik</dt>
<dd>A vector of inclusion probabilities.</dd>

</dl>

sys_deville: Deville's systematic

Description

Usage

Value

Arguments

References

Examples