CoOL_6_individual_effects_matrix | R Documentation |
Estimating the risk contribution for each exposure if each individual had been exposed to only one exposure, with the value the individual actually had.
CoOL_6_individual_effects_matrix(X, model)
X |
The exposure data. |
model |
The fitted the non-negative neural network. |
A matrix [Number of individuals, exposures] with the estimated individual effects by each exposure had all other values been set to zero.
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>
#See the example under CoOL_0_working_example
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