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'