env.concurrent: Simulated data from the concurrent mediation model

In neuroconductor-devel/cfma: Causal Functional Mediation Analysis

Simulated data from the concurrent mediation model

Description

"env.concurrent" is an R environment containing the data generated from a concurrent mediation model.

Usage

data("env.concurrent")

Format

An R environment

Z

a n\times T data matrix, treatment trajectory of n subjects for T time points.

M

a n\times T data matrix, mediator trajectory of n subjects for T time points.

Y

a n\times T data matrix, outcome trajectory of n subjects for T time points.

alpha

a length T vector model coefficient.

beta

a length T vector model coefficient.

gamma

a length T vector model coefficient.

Details

The data was generated from the concurrent mediation model

M(t)=Z(t)\alpha(t)+\epsilon_{1}(t),

R(t)=Z(t)\gamma(t)+M(t)\beta(t)+\epsilon_{2}(t).

Z(t) is the convolution of hemodynamic response function (HRF) and event onsets.

Examples

data(env.concurrent)
Z<-get("Z",env.concurrent)
M<-get("M",env.concurrent)
Y<-get("Y",env.concurrent)

neuroconductor-devel/cfma documentation built on Feb. 16, 2025, 4:12 p.m.