multi_compare_table

Returns a table based on the information of a <code>multi_compare_object</code>
which can be outputted as HTML or LaTex Table, for example with the help of
the stargazer function.

Easily analyze and visualize differences between samples (e.g., benchmark comparisons, nonresponse comparisons in surveys) on three levels. The comparisons can be univariate, bivariate or multivariate. On univariate level the variables of interest of a survey and a comparison survey (i.e. benchmark) are compared, by calculating one of several difference measures (e.g., relative difference in mean), and an average difference between the surveys. On bivariate level a function can calculate significant differences in correlations for the surveys. And on multivariate levels a function can calculate significant differences in model coefficients between the surveys of comparison. All of those differences can be easily plotted and outputted as a table. For more detailed information on the methods and example use see Rohr, B., Silber, H., & Felderer, B. (2024). Comparing the Accuracy of Univariate, Bivariate, and Multivariate Estimates across Probability and Nonprobability Surveys with Population Benchmarks. Sociological Methodology <doi:10.1177/00811750241280963>.

Bjoern Rohr

sampcompR

Comparing and Visualizing Differences Between Surveys

Barbara Felderer

multi_compare_table function

<dl><dt>multi_compare_objects</dt>
<dd>One or more object that were returned by
<code>multi_compare</code>.</dd>
<dt>type</dt>
<dd>A character string, to determine the type of regression table.<ul>
<li>If "dfs" a regression table based on the data frame(s) is returned.</li>
<li>If "benchmarks" a regression table based on the benchmark(s) is returned.</li>
<li>If "diff" a table indicating the difference between the df(s) and the
benchmark(s) is returned.</li>
</ul></dd>
<dt>names</dt>
<dd>A character vector to rename the data frames of comparison.</dd>
<dt>ndigits</dt>
<dd>The Number of digits that is shown in the table.</dd>
<dt>envir</dt>
<dd>The environment, where the <code>multi_core_objects</code> can be
found.</dd></dl>

Arguments

Create an Output-Table of a multi_compare_object — multi_compare_table

<dl>

<dt>multi_compare_objects</dt>
<dd>One or more object that were returned by
<code>multi_compare</code>.</dd>


<dt>type</dt>
<dd>A character string, to determine the type of regression table.<ul>
<li>If "dfs" a regression table based on the data frame(s) is returned.</li>
<li>If "benchmarks" a regression table based on the benchmark(s) is returned.</li>
<li>If "diff" a table indicating the difference between the df(s) and the
benchmark(s) is returned.</li>
</ul></dd>


<dt>names</dt>
<dd>A character vector to rename the data frames of comparison.</dd>


<dt>ndigits</dt>
<dd>The Number of digits that is shown in the table.</dd>


<dt>envir</dt>
<dd>The environment, where the <code>multi_core_objects</code> can be
found.</dd>

</dl>

multi_compare_table: Create an Output-Table of a multi_compare_object

Description

Usage

Value

Arguments

Examples