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

Figure 9

Comparison of the traditional BIC with the new BIC_MICx vs. the number of points for the models of Table 1 in Section 3. The plots show the indicator difference between the candidate models and the reference one; therefore negative values indicate that the corresponding indicator would have reached the wrong conclusion about the model to select.