Enhancing Causal Discovery in Financial Networks with Piecewise Quantile Regression

Cameron Cornell, Lewis Mitchell, Matthew Roughan

Financial networks can be constructed using statistical dependencies found within the price series of speculative assets. Across the various methods used to infer these networks, t…