Jolliffe I. Principal Component Analysis (2ed., Springer, 2002)(518s)

List of Figuresxxv11.2 Loadings of first autumn components for PCA, RPCA,SCoT, SCoTLASS and simple component analysis. .... 28011.3 Loadings of second autumn components for PCA, RPCA,SCoT, SCoTLASS and simple component analysis. .... 28111.4 Loadings of first winter components for PCA, RPCA, SCoT,SCoTLASS and simple component analysis. . ....... 28211.5 Loadings of second winter components for PCA, RPCA,SCoT, SCoTLASS and simple component analysis. .... 28312.1 Plots of loadings for the first two components in an SSAwith p = 61 of the Southern Oscillation Index data. . . . 30512.2 Plots of scores for the first two components in an SSA withp = 61 for Southern Oscillation Index data. . ....... 30612.3 Southern Oscillation Index data together with a reconstructionusing the first two components from an SSA withp =61. ............................ 30612.4 The first four EOFs for Southern Hemisphere SST. . . . 31212.5 Real and imaginary parts of the first Hilbert EOF forSouthern Hemisphere SST. ................. 31212.6 Plots of temporal scores for EOF1 and EOF3 for SouthernHemisphere SST. ....................... 31312.7 Plots of temporal scores for real and imaginary parts of thefirst Hilbert EOF for Southern Hemisphere SST. ..... 31312.8 Propagation of waves in space and time in Hilbert EOF1,Hilbert EOF2, and the sum of these two Hilbert EOFs. . 31412.9 Plots of speed for 80 competitors in a 100 km race. . . . 32112.10 Coefficients for first three PCs from the 100 km speed data. 32112.11 Smoothed version of Figure 12.10 using a spline basis; dotsare coefficients from Figure 12.10. ............. 32212.12 Coefficients (eigenfunctions) for the first three componentsin a functional PCA of the 100 km speed data using a splinebasis; dots are coefficients from Figure 12.10. ....... 322