Correlation Structure of Spiky Financial Data: The Case of Congestion in Day-Ahead Energy Markets

I study the correlation structure and argue that these should be ltered. I propose the use of di erent correlation measures other than Pearson, in particular a modi cation of Event Synchronization adapted to negative values or a ltered correlation matrix.

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