CoOL_6_sub_groups {CoOL}

Assign sub-groups

Description

Calculates presents a dendrogram coloured by the pre-defined number of sub-groups and provides the vector with sub-groups.

Usage

CoOL_6_sub_groups(risk_contributions, number_of_subgroups = 3, ipw = 1)

Arguments

risk_contributions

The risk contributions.

number_of_subgroups

The number of sub-groups chosen (Visual inspection is necessary).

ipw

a vector of weights per observation to allow for inverse probability of censoring weighting to correct for selection bias

Value

A vector [number of individuals] with an assigned sub-group.

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>

Examples

#See the example under CoOL_0_working_example