get.mi.mat

This function obtains the moment function evaluations.

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

get.mi.mat function

<dl><dt>data</dt>
<dd>Data frame.</dd>
<dt>beta</dt>
<dd>Vector of coefficients.</dd>
<dt>t</dt>
<dd>Time point at which to compute the moment function. Also allowed to
be a vector of time points (used in estimating the model under assumed time-
independent coefficients).</dd>
<dt>hp</dt>
<dd>List of hyperparameters</dd>
<dt>inst.func.evals</dt>
<dd>Matrix of instrumental function evaluations. If
<code>NULL</code>, it will be computed during execution of this function. Default
value is <code>inst.func.evals = NULL</code>.</dd></dl>

Arguments

Faster implementation of vector of moment functions. — get.mi.mat

<dl>

<dt>data</dt>
<dd>Data frame.</dd>


<dt>beta</dt>
<dd>Vector of coefficients.</dd>


<dt>t</dt>
<dd>Time point at which to compute the moment function. Also allowed to
be a vector of time points (used in estimating the model under assumed time-
independent coefficients).</dd>


<dt>hp</dt>
<dd>List of hyperparameters</dd>


<dt>inst.func.evals</dt>
<dd>Matrix of instrumental function evaluations. If
<code>NULL</code>, it will be computed during execution of this function. Default
value is <code>inst.func.evals = NULL</code>.</dd>

</dl>

get.mi.mat: Faster implementation of vector of moment functions.

Description

Usage

Arguments