Complexity: Frontiers in Data-Driven Methods for Understanding, Prediction, and Control of Complex Systems 2022 on the Development of Information Theoretic Model Selection Criteria for the Analysis of Experimental Data

Table 2

The main families of functions tested and the statistics of the additive noise.

Families of functions	Additive noise applied
Polynomials	Uniform Noise
Power Laws	Traditional Gaussian Noise; range of
Power Laws with Squashing term	Multi-Gaussian Noise; range of
Exponentials	Asymmetric Noise; and ; and ; with
	Ratio between