multiRecCVD4

A dataset containing 3119 rows and 5 variables. Each row represents an
interval, with individuals having one or more intervals.

datasets

Implements likelihood-based estimation and diagnostics for multi-type recurrent
event data with dynamic risk that depends on prior events and accommodates terminating events.
Methods are described in Ghosh, Chan, Younes and Davis (2023) "A Dynamic Risk Model for Multitype Recurrent Events"
<doi:10.1093/aje/kwac213>.

Alokananda Ghosh

multiRec

Analysis of Multi-Type Recurrent Events

Naji Younes

Medhasweta Sen

multiRecCVD4 function

A data frame with 1403 rows and 8 variables:<dl>
 <dt>id</dt>
<dd>integer, a unique participant id</dd> <dt>age</dt>
<dd>integer, age of the participant in years</dd> <dt>male</dt>
<dd>integer, 1 if the participant is male, 0 if female</dd> <dt>bmi</dt>
<dd>numeric, body mass index</dd> <dt>tstart</dt>
<dd>numeric, the start time for the interval</dd> <dt>tstop</dt>
<dd>numeric, the stop time for the interval</dd> <dt>event</dt>
<dd>character, the event that occurred at the end of the interval.
 this is either the event type ('afib', 'stroke', 'hf' or 'death') or an
 empty string if no event occurred</dd>
</dl>

Format

Simulated dataset with four types of  multi-type recurrent events — multiRecCVD4

A data frame with 1403 rows and 8 variables:<dl>
 <dt>id</dt>
<dd>integer, a unique participant id</dd>

 <dt>age</dt>
<dd>integer, age of the participant in years</dd>

 <dt>male</dt>
<dd>integer, 1 if the participant is male, 0 if female</dd>

 <dt>bmi</dt>
<dd>numeric, body mass index</dd>

 <dt>tstart</dt>
<dd>numeric, the start time for the interval</dd>

 <dt>tstop</dt>
<dd>numeric, the stop time for the interval</dd>

 <dt>event</dt>
<dd>character, the event that occurred at the end of the interval.
 this is either the event type ('afib', 'stroke', 'hf' or 'death') or an
 empty string if no event occurred</dd>


</dl>

multiRecCVD4: Simulated dataset with four types of multi-type recurrent events

Description

Usage

Arguments

Format