dataNORM01 {trajeR}R Documentation

Simulated CNORM Dataset (data01)

Description

The data01 dataset is a simulated dataset included in the package. It contains 500 trajectories with 10 time-points each, simulating a 3-group solution. The parameters for the groups are summarized in the table below:

Parameter Group 1 Group 2 Group 3
\beta_{k0} 2.797 7.000 19.545
\beta_{k1} 8.809 -0.297 -0.407
\beta_{k2} -3.201 0.463 0.026
\beta_{k3} 0.000 -0.021 0.000
\pi_k 0.32 0.54 0.14
\sigma_k 4.000 4.000 4.000

Usage

dataNORM01

Format

A data frame with 500 rows and 43 columns:

Columns 2:11

Matrix of real numbers (variable of interest, Y).

Columns 12:21

Matrix of time points (1 to 10, A).

Columns 22:31

Matrix of binary values (0 or 1, time-dependent covariate W).

Columns 32:41

Matrix of real numbers (additional time-dependent covariate W).

Columns 42:43

Matrix of binary values (0 or 1, covariate X).

Details

The dataset includes the following variables:

Source

Simulated data for illustrative purposes.


[Package trajeR version 0.11.1 Index]