data_scmprisk

A simulated real dataset of interval-censored semi-competing risks data with 500 subjects and 10 columns.

datasets

Copula-based regression models for multivariate censored data, including
bivariate right-censored data, bivariate interval-censored data, and right/interval-censored
semi-competing risks data. Currently supports Clayton, Gumbel, Frank, Joe, AMH and
Copula2 copula models. For marginal models, it supports parametric (Weibull, Loglogistic,
Gompertz) and semiparametric (Cox and transformation) models. Includes methods for
convenient prediction and plotting. Also provides a bivariate time-to-event simulation
function and an information ratio-based goodness-of-fit test for copula. Method details
can be found in Sun et.al (2019) Lifetime Data Analysis, Sun et.al (2021) Biostatistics,
Sun et.al (2022) Statistical Methods in Medical Research, Sun et.al (2022) Biometrics, and
Sun et al. (2023+) JRSSC.

Tao Sun

CopulaCenR

Copula-Based Regression Models for Multivariate Censored Data

data_scmprisk function

A data frame with 500 subjects on the following 10 variables.<dl>
 <dt><code>id</code></dt>
<dd>subject id</dd> <dt><code>Left</code></dt>
<dd>left bound of observed interval of non-terminal event</dd> <dt><code>Right</code></dt>
<dd>right bound of observed interval of non-terminal event</dd> <dt><code>status</code></dt>
<dd>censoring indicator of non-terminal event; 1=interval-censor, 0=right censor.</dd> <dt><code>timeD</code></dt>
<dd>observed time of non-terminal event</dd> <dt><code>statusD</code></dt>
<dd>censoring indicator of terminal event; 1=interval-censor, 0=right censor.</dd> <dt><code>A</code></dt>
<dd>study entry time (i.e., left truncation time).</dd> <dt><code>x1</code></dt>
<dd>first covariate</dd> <dt><code>x2</code></dt>
<dd>second covariate</dd> <dt><code>x3</code></dt>
<dd>third covariate</dd> 
</dl>

Format

data_scmprisk — data_scmprisk

A data frame with 500 subjects on the following 10 variables.<dl>
 <dt><code>id</code></dt>
<dd>subject id</dd>

 <dt><code>Left</code></dt>
<dd>left bound of observed interval of non-terminal event</dd>

 <dt><code>Right</code></dt>
<dd>right bound of observed interval of non-terminal event</dd>

 <dt><code>status</code></dt>
<dd>censoring indicator of non-terminal event; 1=interval-censor, 0=right censor.</dd>

 <dt><code>timeD</code></dt>
<dd>observed time of non-terminal event</dd>

 <dt><code>statusD</code></dt>
<dd>censoring indicator of terminal event; 1=interval-censor, 0=right censor.</dd>

 <dt><code>A</code></dt>
<dd>study entry time (i.e., left truncation time).</dd>

 <dt><code>x1</code></dt>
<dd>first covariate</dd>

 <dt><code>x2</code></dt>
<dd>second covariate</dd>

 <dt><code>x3</code></dt>
<dd>third covariate</dd>

 
</dl>

data_scmprisk: data_scmprisk

Description

Usage

Arguments

Format