LinearEffect

effects.LinearEffect(
    self,
    effect_mode='multiplicative',
    prior=None,
    broadcast=False,
)

Represents a linear effect in a hierarchical prophet model.

Parameters

Name Type Description Default
prior Distribution A numpyro distribution to use as prior. Defaults to dist.Normal(0, 1) None
effect_mode effects_application Either “multiplicative” or “additive” by default “multiplicative”. 'multiplicative'