CoOL_0_common_simulation: Common example
In CoOL: Causes of Outcome Learning
CoOL_0_common_simulation R Documentation
Common example
Description
To reproduce the common causes example.
Usage
CoOL_0_common_simulation(n)
Arguments
n
number of observations for the synthetic data.
Value
A data frame with the columns Y, A, B, C, D, E, F 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>
CoOL documentation built on May 24, 2022, 5:04 p.m.
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| CoOL_0_common_simulation | R Documentation |
Common example
Description
To reproduce the common causes example.
Usage
CoOL_0_common_simulation(n)
Arguments
n |
number of observations for the synthetic data. |
Value
A data frame with the columns Y, A, B, C, D, E, F 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>
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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