Survi

<code>Survi</code> returns an S4 class that represents formula response for
survival data with uncertain records due to imperfect data integration. The
last letter 'i' in <code>Survi</code> represents 'integration'.

Contains implementations of
the integrative Cox model with uncertain event times
proposed by Wang, et al. (2020) <doi:10.1214/19-AOAS1287>,
the regularized Cox cure rate model with uncertain event status
proposed by Wang, et al. (2023) <doi:10.1007/s12561-023-09374-w>,
and other survival analysis routines including
the Cox cure rate model proposed by
Kuk and Chen (1992) <doi:10.1093/biomet/79.3.531>
via an EM algorithm proposed by
Sy and Taylor (2000) <doi:10.1111/j.0006-341X.2000.00227.x>,
the regularized Cox cure rate model with elastic net penalty following
Masud et al. (2018) <doi:10.1177/0962280216677748>.

Wenjie Wang

intsurv

Integrative Survival Modeling

Kun Chen

Jun Yan

Survi function

<dl><dt>ID</dt>
<dd>Identificator of each subject.</dd>
<dt>time</dt>
<dd>Event times (whether certain or uncertain) or censoring times.</dd>
<dt>event</dt>
<dd>The status indicator, 0 = censored, 1 = event.</dd>
<dt>check</dt>
<dd>A logical value specifying whether to perform check on input
data.</dd>
<dt>...</dt>
<dd>Other arguments for future usage. A warning will be thrown if
any invalid argument is specified.</dd></dl>

Arguments

Formula Response for Survival Data With Uncertain Event Times — Survi

<dl>

<dt>ID</dt>
<dd>Identificator of each subject.</dd>


<dt>time</dt>
<dd>Event times (whether certain or uncertain) or censoring times.</dd>


<dt>event</dt>
<dd>The status indicator, 0 = censored, 1 = event.</dd>


<dt>check</dt>
<dd>A logical value specifying whether to perform check on input
data.</dd>


<dt>...</dt>
<dd>Other arguments for future usage. A warning will be thrown if
any invalid argument is specified.</dd>

</dl>

Survi: Formula Response for Survival Data With Uncertain Event Times

Description

Usage

Value

Arguments

Examples