method_extra_columns

get_method_extra_columns

method_extra_columns.default

Retrieves the character vector of custom columns for a given method.
These are method-specific columns beyond the standard columns
(method, estimate, standard_error, ci_lower, ci_upper, p_value, BF,
convergence, note) that each method returns.
When implementing new methods, consider using standardized column names
for consistency:<dl>
<dt>Heterogeneity</dt>
<dd><code>tau_estimate</code>, <code>tau_ci_lower</code>, <code>tau_ci_upper</code>,
<code>tau_p_value</code>, <code>tau_BF</code></dd><dt>Publication Bias</dt>
<dd><code>bias_coefficient</code>, <code>bias_coefficient_se</code>,
<code>bias_p_value</code>, <code>bias_BF</code></dd>
</dl>

Implements a unified interface for benchmarking meta-analytic
publication bias correction methods through simulation studies (see
Bartoš et al., 2025, <doi:10.48550/arXiv.2510.19489>). It provides
1) predefined data-generating mechanisms from the literature, 2) functions
for running meta-analytic methods on simulated data, 3) pre-simulated
datasets and pre-computed results for reproducible benchmarks, 4) tools for
visualizing and comparing method performance.

Franti<c5><a1>ek Barto<c5><a1>

PublicationBiasBenchmark

Benchmark for Publication Bias Correction Methods

František Bartoš

Samuel Pawel

Björn S. Siepe

method_extra_columns function

<dl><dt>method_name</dt>
<dd>Character string of the method name</dd></dl>

Arguments

Retrieves the character vector of custom columns for a given method.
These are method-specific columns beyond the standard columns
(method, estimate, standard_error, ci_lower, ci_upper, p_value, BF,
convergence, note) that each method returns.
When implementing new methods, consider using standardized column names
for consistency:<dl>
<dt>Heterogeneity</dt>
<dd><code>tau_estimate</code>, <code>tau_ci_lower</code>, <code>tau_ci_upper</code>,
<code>tau_p_value</code>, <code>tau_BF</code></dd>

<dt>Publication Bias</dt>
<dd><code>bias_coefficient</code>, <code>bias_coefficient_se</code>,
<code>bias_p_value</code>, <code>bias_BF</code></dd>


</dl>

Method Extra Columns — method_extra_columns

<dl>

<dt>method_name</dt>
<dd>Character string of the method name</dd>

</dl>

method_extra_columns: Method Extra Columns

Description

Usage

Value

Arguments

Examples