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From:
Dean Markwick
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Currency Hedging and Principal Component Analysis | Dean Markwick
https://dm13450.github.io/2024/04/25/Currency-Hedging-and-Principal-Component-Analysis.html
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Principal component analysis (PCA) reduces a dataset to its main components. When we apply it to a dataset of different currencies it helps us understand how each currency drives the overall portfolio and what currency might be a common factor.