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Forecasting Tech Sector Market Downturns based on Macroeconomic Indicators

Morteza Maleki·2024

“We aim to identify patterns that precede significant, non-transient downturns - defined as declines exceeding 10% from peak values.”

AssetEquities
StrategyMacro signalsmachine learning
GeographyGlobal
InputsPrice and volumemacro

Missing from abstract: benchmark, out-of-sample test, costs, multiple testing, universe

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The paper's neighbourhoodMacro signals and regime strategies by year
■ equities■ multi-asset■ bonds and credit■ volatility and options■ other assets200532010201533202033This paper202492026■ equities■ multi-asset■ bonds and credit■ volatility and options■ other assets20053201020153320203This paper2024
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