What is Eigenportfolio?

An eigenportfolio is the portfolio that invests in each stock the corresponding entry of an eigenvector of the stocks’ return correlation matrix divided by the stock’s volatility, $Q^{(j)}_i = v^{(j)}_i/\sigma_i$; the returns of the leading eigenportfolios serve as the factors of a statistical factor model.