Nonlinear Principal Components and Long-run Implications of Multivariate Diffusions (2009)
Chen, Xioahong, Hansen, Lars Peter, Scheinkman, Jose
We investigate a method for extracting nonlinear principal components (NPCs). These NPCs maximize variation subject to smoothness and orthogonality constraints; but we allow for a general class of...