ex1: An example of 10 variables simulated from a linear SEM

In eff2: Efficient Least Squares for Total Causal Effects

An example of 10 variables simulated from a linear SEM

Description

An example of 10 variables simulated from a linear SEM

Usage

ex1

Format

A list containing:

x

treatment variables

y

outcome variable

true.effects

the true total effect of x on y

B

the coefficient matrix of the SEM

amat.dag

the adjacency matrix of the causal DAG

amat.cpdag

the adjacency matrix of the CPDAG of the causal DAG, representing the Markov equivalence class of the DAG.

data

500 iid samples generated under student-t errors

eff2 documentation built on May 29, 2024, 10:05 a.m.