decomposition#

Shared decomposition math helpers for MMM counterfactuals.

Functions

identity_counterfactual_component(component, ...)

Per-draw identity-link contribution for a component.

log_counterfactual_remove_component(...)

Per-draw log-link counterfactual contribution for a component.

original_scale_prediction_from_mu(mu, ...)

Convert log-link linear predictor samples to original scale.

safe_proportional_share(numerator, denominator)

Compute a finite proportional share, guarding against zero denominators.