PCA for Implied Volatility Surfaces

Marco Avellaneda, Brian Healy, Andrew Papanicolaou +1

Principal component analysis (PCA) is a useful tool when trying to construct factor models from historical asset returns. For the implied volatilities of U.S. equities there is a P…