Local-stability example

By adding residuals, we can confirm that there are positive and negative values, so the prediction should not be biased.

Some important characteristics to highlight:

• For additive models: CP profiles will be approximately parallel.
• For a model with stable predictions: CP profiles should be close to each other.

Source: Figure 12.3