add_noise_to_channel_allocation

pymc_marketing.mmm.utils.add_noise_to_channel_allocation(df, channels, rel_std=0.05, seed=None)

Add Gaussian noise to channel values.

Accepts both pd.DataFrame (with channels as columns) and xr.Dataset (with a _channel data variable). The return type matches the input type.