Mastering Python for Finance - Second Edition

Nonlinearity modeling

While linear relationships aim to explain observed phenomena in the simplest way possible, many complex physical phenomena cannot be explained using such models. A nonlinear relationship is defined as follows:

Even though nonlinear relationships may be complex, to fully understand and model them, we will take a look at the examples that are applied in the context of finance and in time-series models.