Marden, John I. - In: Statistics & Probability Letters 43 (1999) 4, pp. 349-359
Robust estimates of principal components are developed using appropriate definitions of multivariate signs and ranks. Simulations and a data example are used to compare these methods to the regular method and one based on the minimum-volume-ellipsoid estimate of the covariance matrix. The sign...