4 Principal Components Analysis

Work in progress. This chapter will be added during the course.

PCA picks the structural form whose first shock explains as much variance as possible, the second as much of the rest, and so on (Section 1.4.3). Dropping the small shocks then describes many variables by a few numbers (dimension reduction).