So far, we have looked at clustering-based models for multivariate outlier detection. In this chapter, we will review a novel nonclustering technique that uses a concept called copulas. First, we will define what a copula is and how we can perform outlier detection using it. Then, we will implement application changes to integrate the new technique. After that, we will update our tests and website. Finally, we will wrap up Part III with some concluding notes.
Copula-Based Outlier Detection
In September ...
