set.GS.hyperparameters

This function returns a list with the (default) hyperparameters
used in the grid search algorithm

Several statistical methods for analyzing survival data under various forms of dependent
censoring are implemented in the package. In addition to accounting for dependent censoring, it
offers tools to adjust for unmeasured confounding factors. The implemented approaches allow
users to estimate the dependency between survival time and dependent censoring time, based
solely on observed survival data. For more details on the methods, refer to Deresa and Van
Keilegom (2021) <doi:10.1093/biomet/asaa095>, Czado and Van Keilegom (2023)
<doi:10.1093/biomet/asac067>, Crommen et al. (2024) <doi:10.1007/s11749-023-00903-9>,
Deresa and Van Keilegom (2024) <doi:10.1080/01621459.2022.2161387>, Rutten et al. (2024+)
<doi:10.48550/arXiv.2403.11860> and Ding and Van Keilegom (2024).

Negera Wakgari Deresa

depCensoring

Statistical Methods for Survival Data with Dependent Censoring

Ilias Willems

Gilles Crommen

Jie Ding

Claudia Czado

Ingrid Van Keilegom

set.GS.hyperparameters function

<dl><dt>options</dt>
<dd>A list of user-specified values for (some of) the
hyperparameters. These hyperparameters could include:<dl>
 <dt>min.eval/max.eval:</dt>
<dd>Minimum and maximum number of evaluations.</dd></dl></dd> <dt>next.gs.point:</dt>
<dd>Function that determines the next point in the grid
 search sequence.</dd> <dt>step.size:</dt>
<dd>Step size of the grid.</dd> <dt>bin.search.tol:</dt>
<dd>Binary search tolerance.</dd> <dt>max.iter:</dt>
<dd>Maximum number of iterations that the algorithm can run.</dd>
</dl>

Arguments

Set default hyperparameters for grid search algorithm — set.GS.hyperparameters

<dl>

<dt>options</dt>
<dd>A list of user-specified values for (some of) the
hyperparameters. These hyperparameters could include:<dl>
 <dt>min.eval/max.eval:</dt>
<dd>Minimum and maximum number of evaluations.</dd>

 <dt>next.gs.point:</dt>
<dd>Function that determines the next point in the grid
 search sequence.</dd>

 <dt>step.size:</dt>
<dd>Step size of the grid.</dd>

 <dt>bin.search.tol:</dt>
<dd>Binary search tolerance.</dd>

 <dt>max.iter:</dt>
<dd>Maximum number of iterations that the algorithm can run.</dd>


</dl></dd>

</dl>

set.GS.hyperparameters: Set default hyperparameters for grid search algorithm

Description

Usage

Value

Arguments