| causal_quartet {quartets} | R Documentation |
Causal Quartet Data
Description
This dataset contains 400 observations, each generated under a different data generating mechanism:
(1) A collider
(2) A confounder
(3) A mediator
(4) M-bias
Usage
causal_quartet
Format
A dataframe with 400 rows and 6 variables:
-
dataset: The data generating mechanism -
exposure: exposure -
outcome: outcome -
covariate: a known factor -
u1: an unknown factor -
u2: an unknown factor
References
D'Agostino McGowan L, Barrett M (2023). Causal inference is not a statistical problem. Preprint arXiv:2304.02683v1.
[Package quartets version 0.1.1 Index]