Detecting Associations Based on the Multi-Variable Maximum Information Coefficient
Detecting Associations Based on the Multi-Variable Maximum Information Coefficient
The maximum information coefficient (MIC) is a novel and widely-using measure of association detection in large datasets. The most outstanding feature of MIC is that it has both generality and equability. However, MIC can only deal with two variables and cannot precisely estimate coupling associations of multiple variables. In this …