LogEffect

effects.LogEffect(
    self,
    effect_mode='multiplicative',
    scale_prior=None,
    rate_prior=None,
)

Represents a log effect as effect = scale * log(rate * data + 1).

Parameters

Name Type Description Default
scale_prior Optional[Distribution] The prior distribution for the scale parameter., by default Gamma None
rate_prior Optional[Distribution] The prior distribution for the rate parameter., by default Gamma None
effect_mode effects_application Either “additive” or “multiplicative”, by default “multiplicative” 'multiplicative'