distribute_matrix_across_clusters

Turns a cluster-level matrix into an element-level matrix
by suitably duplicating rows or columns of the matrix.

internal

Provides tools for creating and working with survey replicate weights,
extending functionality of the 'survey' package from Lumley (2004) <doi:10.18637/jss.v009.i08>.
Implements bootstrap methods for complex surveys, including the generalized survey bootstrap
as described by Beaumont and Patak (2012) <doi:10.1111/j.1751-5823.2011.00166.x>.
Methods are provided for applying nonresponse adjustments to
both full-sample and replicate weights as described by
Rust and Rao (1996) <doi:10.1177/096228029600500305>.
Implements methods for sample-based calibration described by Opsomer and Erciulescu (2021)
<https://www150.statcan.gc.ca/n1/pub/12-001-x/2021002/article/00006-eng.htm>.
Diagnostic functions are included to compare weights and weighted estimates
from different sets of replicate weights.

Ben Schneider

svrep

Tools for Creating, Updating, and Analyzing Survey Replicate
Weights

distribute_matrix_across_clusters function

<dl><dt>cluster_level_matrix</dt>
<dd>A square matrix, whose number of rows/columns matches the number of clusters.</dd>
<dt>cluster_ids</dt>
<dd>A vector of cluster identifiers.
If <code>rows=TRUE</code>, the number of unique elements of <code>cluster_ids</code>
must match the number of rows of <code>cluster_level_matrix</code>.
If <code>cols=TRUE</code>, the number of unique elements of <code>cluster_ids</code>
must match the number of columns of <code>cluster_level_matrix</code>.</dd>
<dt>rows</dt>
<dd>Whether to duplicate rows of the <code>cluster_level_matrix</code> for elements from the same cluster.</dd>
<dt>cols</dt>
<dd>Whether to duplicate columns of the <code>cluster_level_matrix</code> for elements from the same cluster.</dd></dl>

Arguments

Helper function to turn a cluster-level matrix into an element-level matrix
by duplicating rows or columns of the matrix — distribute_matrix_across_clusters

<dl>

<dt>cluster_level_matrix</dt>
<dd>A square matrix, whose number of rows/columns matches the number of clusters.</dd>


<dt>cluster_ids</dt>
<dd>A vector of cluster identifiers.
If <code>rows=TRUE</code>, the number of unique elements of <code>cluster_ids</code>
must match the number of rows of <code>cluster_level_matrix</code>.
If <code>cols=TRUE</code>, the number of unique elements of <code>cluster_ids</code>
must match the number of columns of <code>cluster_level_matrix</code>.</dd>


<dt>rows</dt>
<dd>Whether to duplicate rows of the <code>cluster_level_matrix</code> for elements from the same cluster.</dd>


<dt>cols</dt>
<dd>Whether to duplicate columns of the <code>cluster_level_matrix</code> for elements from the same cluster.</dd>

</dl>

distribute_matrix_across_clusters: Helper function to turn a cluster-level matrix into an element-level matrix by duplicating rows or columns of the matrix

Description

Usage

Value

Arguments