Page 493 - Jolliffe I. Principal Component Analysis

Index

additive principal components 377, 214, 219, 233–236, 242–245,
378 254, 258, 259, 354, 358-359
agriculture 9, 353, 376 children 233–236
carrots 210, 323, 346 criminals 68
see also designed experiments reflexes 57-58
algebraic derivations of PCs 4–6, students 64–68, 81–83, 214,
10, 11, 13, 21, 30, 39 242–245, 254, 258, 259,
algebraic properties of PCs 10–21, 358-359
25, 26, 29–34, 86, 139, 158, Andrews’ curves 107–110, 242, 253
170, 174, 266, 328, 342, 361, approximations to PCs 269,
362, 375, 392, 394, 400, 404 292–296
statistical implications 10, 11, see also discrete PC coefficients,
13, 25, 26, 31 rounded PC coefficients,
allometry 344, 345, 374 truncation of PC coefficients
allometric extension 356 archaeology 349, 388
alternating least squares (ALS) artistic qualities 83–85, 97, 98,
375, 377 254-258, 276, 277
analysis of variance (ANOVA) 122, asymptotic probability
351–354, 390 distributions, see
blocks and treatments 351, 352 probability distributions
two-way models 351, 352, 390 athletics
see also multivariate analysis of Olympic track records 42
variance road running 98-101, 298, 316,
anatomical measurements 22, 57, 320–323, 349, 350
58, 64–68, 81–83, 145–147, atmospheric science 70–74, 80, 112,
458