bladder1_recforest

Preparation of the survival::bladder1 dataset for the recforest package. Please run <code><a href="/link/%3Fsurvival%3A%3Abladder1?package=recforest&version=1.0.0" data-mini-rdoc="recforest::?survival::bladder1">?survival::bladder1</a></code> for more information.

datasets

Analyze recurrent events with right-censored data and the potential presence of a terminal event (that prevents further occurrences, like death). 'recofest' extends the random survival forest algorithm, adapting splitting rules and node estimators to handle complexities of recurrent events. The methodology is fully described in Murris, J., Bouaziz, O., Jakubczak, M., Katsahian, S., & Lavenu, A. (2024) (<https://hal.science/hal-04612431v1/document>).

Juliette Murris

recforest

Random Survival Forest for Recurrent Events

Guillaume Desachy

Colin Fay

Yohann Mansiaux

Audrey Lavenu

Sandrine Katsahian

bladder1_recforest function

A data frame with 294 rows (118 individuals) and 8 variables:<dl>
<dt> id </dt>
<dd>Patient id</dd><dt> t.start </dt>
<dd>Start time</dd><dt> t.stop </dt>
<dd>Stop time</dd><dt> treatment </dt>
<dd>Placebo, pyridoxine (vitamin B6), or thiotepa</dd><dt> number </dt>
<dd>Initial number of tumors (8=8 or more)</dd><dt> size </dt>
<dd>Size (cm) of largest initial tumor</dd><dt> death </dt>
<dd>Death event</dd><dt> event </dt>
<dd>Recurrence event</dd>
</dl>

Format

Preparation of the survival::bladder1 dataset for the recforest package. Please run <code><a href='https://rdrr.io/pkg/survival/man/bladder.html'>?survival::bladder1</a></code> for more information.

bladder1_recforest : Bladder Cancer Recurrences — bladder1_recforest

A data frame with 294 rows (118 individuals) and 8 variables:<dl>
<dt> id </dt>
<dd>Patient id</dd>

<dt> t.start </dt>
<dd>Start time</dd>

<dt> t.stop </dt>
<dd>Stop time</dd>

<dt> treatment </dt>
<dd>Placebo, pyridoxine (vitamin B6), or thiotepa</dd>

<dt> number </dt>
<dd>Initial number of tumors (8=8 or more)</dd>

<dt> size </dt>
<dd>Size (cm) of largest initial tumor</dd>

<dt> death </dt>
<dd>Death event</dd>

<dt> event </dt>
<dd>Recurrence event</dd>


</dl>

bladder1_recforest: bladder1_recforest : Bladder Cancer Recurrences

Description

Usage

Arguments

Format