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Macro trading signal optimization: basic statistical learning methods

A key task of macro strategy development is condensing candidate factors into a single positioning signal. Statistical learning offers methods for selecting factors, combining them to a return prediction, and classifying the market state. These methods efficiently incorporate diverse information sets and allow running realistic backtests. This post applies sequential statistical learning to optimal signal generation for interest rate swap positions. […]