sample_from

Generates a sample from a population structure

Provides functions to simulate data from large-scale educational
assessments, including background questionnaire data and cognitive item
responses that adhere to a multiple-matrix sampled design. The theoretical
foundation can be found on
Matta, T.H., Rutkowski, L., Rutkowski, D. et al. (2018)
<doi:10.1186/s40536-018-0068-8>.

Waldir Leoncio

lsasim

Functions to Facilitate the Simulation of Large Scale Assessment
Data

Tyler Matta

Leslie Rutkowski

David Rutkowski

Yuan-Ling Linda Liaw

Kondwani Kajera Mughogho

Sinan Yavuz

Paul Bailey

sample_from function

<dl><dt>N</dt>
<dd>list containing the population sampling structure</dd>
<dt>n</dt>
<dd>numeric vector with the number of sampled observations (clusters or subjects) on each level</dd>
<dt>labels</dt>
<dd>character vector with the names of the questionnaire respondents on each level</dd>
<dt>verbose</dt>
<dd>if `TRUE`, prints output messages</dd></dl>

Arguments

Sample from population structure — sample_from

<dl>

<dt>N</dt>
<dd>list containing the population sampling structure</dd>


<dt>n</dt>
<dd>numeric vector with the number of sampled observations (clusters or subjects) on each level</dd>


<dt>labels</dt>
<dd>character vector with the names of the questionnaire respondents on each level</dd>


<dt>verbose</dt>
<dd>if `TRUE`, prints output messages</dd>

</dl>

sample_from: Sample from population structure

Description

Usage

Arguments