data_sim_ic

A simulated real dataset of bivariate interval-censored data with 500 subjects and 7 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_sim_ic function

A data frame with 500 subjects on the following 7 variables.<dl>
 <dt><code>id</code></dt>
<dd>subject id</dd> <dt><code>Left.L</code></dt>
<dd>left bound of the first event</dd> <dt><code>Right.L</code></dt>
<dd>right bound of the first event</dd> <dt><code>status.L</code></dt>
<dd>censoring indicator of the first event; 1=interval censor, 0=right censor.</dd> <dt><code>Left.R</code></dt>
<dd>left bound of the second event</dd> <dt><code>Right.R</code></dt>
<dd>right bound of the second event</dd> <dt><code>status.R</code></dt>
<dd>censoring indicator of the second event; 1=interval censor, 0=right censor.</dd> 
</dl>

Format

data_sim_ic — data_sim_ic

A data frame with 500 subjects on the following 7 variables.<dl>
 <dt><code>id</code></dt>
<dd>subject id</dd>

 <dt><code>Left.L</code></dt>
<dd>left bound of the first event</dd>

 <dt><code>Right.L</code></dt>
<dd>right bound of the first event</dd>

 <dt><code>status.L</code></dt>
<dd>censoring indicator of the first event; 1=interval censor, 0=right censor.</dd>

 <dt><code>Left.R</code></dt>
<dd>left bound of the second event</dd>

 <dt><code>Right.R</code></dt>
<dd>right bound of the second event</dd>

 <dt><code>status.R</code></dt>
<dd>censoring indicator of the second event; 1=interval censor, 0=right censor.</dd>

 
</dl>

data_sim_ic: data_sim_ic

Description

Usage

Arguments

Format