ESS210B
Prof. Jin-Yi Yu
Part 5: Principal Component (EOF) Analysis
qPrincipal component (or EOF) analysis attempts to find a relatively small number of independent quantities which convey as much of the original information as possible without redundancy.
qPrincipal component analysis can be used to explore the structure of the variability within a data set in a objective way, and to analyze relationships within a set of variables.