CoOL_0_complex_simulation {CoOL}

Complex example

Description

To reproduce the complex example.

Usage

CoOL_0_complex_simulation(n)

Arguments

n

number of observations for the synthetic data.

Value

A data frame with the columns Y, Physically_active, Low_SES, Mutation_X, LDL, Night_shifts, Air_pollution and n rows.

References

Rieckmann, Dworzynski, Arras, Lapuschkin, Samek, Arah, Rod, Ekstrom. 2022. Causes of outcome learning: A causal inference-inspired machine learning approach to disentangling common combinations of potential causes of a health outcome. International Journal of Epidemiology <https://doi.org/10.1093/ije/dyac078>