mmm#

Marketing Mix Models (MMM).

Modules

base

Base class for Marketing Mix Models (MMM).

budget_optimizer

Budget optimization module.

components

Components for media transformation in the MMM model.

fourier

Fourier seasonality transformations.

lift_test

Adding lift tests as observations of saturation function.

linear_trend

Linear trend using change points.

media_transformation

Module for applying media transformations to media data.

mmm

Media Mix Model class.

plot

Plotting functions for the MMM.

preprocessing

Preprocessing methods for the Marketing Mix Model.

transformers

Media transformation functions for Marketing Mix Models.

tvp

Time Varying Gaussian Process Multiplier for Marketing Mix Modeling (MMM).

utils

Utility functions for the Marketing Mix Modeling module.

validating

Validating methods for MMM classes.