Avellaneda, Marco; Lee, Jeong-Hyun - In: Quantitative Finance 10 (2010) 7, pp. 761-782
We study model-driven statistical arbitrage in US equities. Trading signals are generated in two ways: using Principal Component Analysis (PCA) or regressing stock returns on sector Exchange Traded Funds (ETFs). In both cases, the idiosyncratic returns are modelled as mean-reverting processes,...