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| Harris R.J. — A primer of multivariate statistic |
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| Ïðåäìåòíûé óêàçàòåëü |
Computers, statistical procedures requiring 25
Comrey, A.L. 403 479
Confidence intervals (CI) 2 221 262
Confidence intervals (CI), about eigenvalues in PCA 352—354
Confidence intervals (CI), about means in Manova 221—222
Confidence intervals (CI), about regression coefficients 80 94—95
Confidence intervals (CI), constant-alpha split-tailed (CAST) CI 10
Confidence intervals (CI), prior-information CI (PICI) 7 9—10
Confidence intervals (CI), small-sample, vs. large-TV 353
Confidence intervals (CI), vs. p-values See p values vs. confidence intervals
Connors Parent Questionnaire (CPQ) 70
Consonance of Bonferroni-adjusted specific comparisons 213—215
Consonance of STPs 234
CONSTANT test 255—256
Constraints 541
Constraints in SEM 467 477
Constraints on data 165—170
Constraints on interactions 452—453
Constraints, optimization and 485—486
Contingency table analysis 277 446—447
Continuous variables and functions 15 16t 23—24 32 448—449 453—455 482
Contrasts See also Comparisons
Contrasts, among means 500—502
Contrasts, among regression coefficients 80—81 84
Contrasts, Bonferroni-adjusted critical value for 191
Contrasts, contrast of contrasts (c.o.c) 244—245
Contrasts, contrast-coded predictors 114
Contrasts, critical values for 222t
Contrasts, in Manova, testing within-subjects factors 254—255
Contrasts, independent / orthogonal 214 244 254 259
Contrasts, multiple-root tests and 234
Contrasts, normalized 428
Contrasts, orthogonal 214 244 254 259 563
Contrasts, pooled error term and 252
Contrasts, post hoc 191
Contrasts, Scheffe procedure 20—21 27 32 115 213—215 215t 221—222 222t
Contrasts, scores, strange, as tested by sequential approaches to unequal-n factorial 118—120
Contrasts, Type I error and 191
Contrasts, variance of 191
Contrasts, with above-average variance 136
Convergence 472
Cook, S.W. 143
Cookbook procedures 1 3
Cooley, W.W. 79 109 235
Cooperative (COOP) conditions 170
Cornwall, J.M. 136
Correlations See also specific correlations
Correlations, canonical See Canonical analysis
Correlations, coefficient of 29—32 35 38 66
Correlations, covariance and 66 352
Correlations, critical values for 445 445t
Correlations, error and 539—540
Correlations, linear transformation and 69
Correlations, matrix of 58t 84t 79 80 87—89 92 93 97 102 105 106 136 270 395—397 444
Correlations, Pearson-product moment 16t 29—32
Correlations, set-theoretic interpretation 147
Correlations, spurious 123—125 127—129 134 152 154
Correlations, unanalyzed 123 127—129 133—135 152
Correlations, within-groups vs. between means 242 337 347
Corrigan, B. 79
Cosine functions 515
Costs, of misclassification 182
Cotton, J.W. 451
Covariance 64
Covariance matrices 71 105—107 158 161 169—170 176 184—188 190 198 200—201 268—270 322—325
Covariance matrices, a priori, in  187—188
Covariance matrices, between-set 270
Covariance matrices, computing 162—163 492
Covariance matrices, corrected for unreliability 280
Covariance matrices, eigenvalues of 288
Covariance matrices, homogeneity of 185—187 232 237 445 450 452
Covariance matrices, inverse of 72 105
Covariance matrices, known 187—188
Covariance matrices, PCA of 325—326 337 346 352 354 359 366 381
Covariance matrices, pooled 198 200 353
Covariance matrices, rank of 169
Covariance matrices, within-cells vs. total as basis for PCA 337 347
Covariance matrices, within-group 203 219 242
Covariance, analysis of See Analysis of covariance
Covariance, between PCs 319
Covariance, degrees of freedom and 262
Covariance, estimators of 64 161
Covariance, linear dependence and 492
Covariance, matrices for See Covariance matrices
Covariance, multivatiate analysis of See Analysis of covariance multivariate
Covariance, of variable with itself 64
Covariance, vs. correlations as basis for PCA, FA 346 351—355 367 383 393
Covariance, Wishart distribution 76
Cox, C.M. 239
CPQ scores 494
CPT scores 494
Cramer, E.M. 36 352
Cramer, H. 352
Creager, J.A. 148
Crime areas 37—38
Criterion measure 47 482 484
critical values of 228 459 517 518—529t 532
Critical values,  , F, t and z 517
Critical values, Bonferroni adjustment of 13—14 21 24 45 54 164 187 191—192 213 215—218 481
Critical values, cvinter program 532
Critical values, gcr 517 518t-531t 532
Critical values, gcrinter program 532
Cronbach, L.J. 40
Cross-products of deviation scores 32 81
Cross-products, matrix 186—187 248t 265
Cross-validation studies 75 79
Crossover interactions 450
Crothers, E.J. 78
CRT screen See Cathode ray tube
Cubic equations, solution of 241 323 416 514—515 515
Cureton, E.E. 422
Curve-fitting approach 78
Curvilinearity 30 32 61 145.
Curvilinearity in canonical analysis 444
Curvilinearity of relationships 30 56 444
Curvilinearity, check for 145
Cvinter program 532
CVS See Canonical variates
Damselfish, territoriality in 227—229 227t
Daniel, C. 76—78
Darlington, R.B. 107 122
Data, dichotomous 17 30 31
Data, input via MATRIX DATA command 89—90 305—307 338—339
Data, interval scale properties 444
Data, matrices 321 492
Data, outliers 78
Data, presumptuous 68 110
Data, screening of 1
Data, structure of 318
Dawes, R.M. 79
Debugging 52
Degrees of freedom 18 19 32 39 76—77 80—81 90 113 130 143 146 212.
Degrees of freedom, contrast variances and 189
Degrees of freedom, covariates and 39
Degrees of freedom, for F approximation to Box test 186
Degrees of freedom, formula for, in tests of PCs 353—355
Degrees of freedom, within-subjects factor and 189—190
DeGroot, M.H. 284
Deindividuation 44—45
Delaney, H.D. 39
Deleted-variable approach to handling linear dependence 169—170 338
Dempster, A.P. 455
Dependent variable See Outcome variables
Derivations 533—566
Derivatives, higher order 482—483
Derivatives, matrix derivatives 502—503
Derivatives, slopes and 482—485
DeSarbo, W.S. 36 293 295
Design See also specific designs
Design, commonality among houses 373
| Design, design matrix 341
Design, random factors with 260 263
Design, within-subjects designs 245 252—257 258—261
Determinants, cofactor definition of 499
Determinants, formulae for 160
Determinants, linear dependence and 169 337
Determinants, logarithm of 106
Determinants, near-zero 162—163 170 337
Determinants, of matrices 72 498
Deutsch, M. 143 166 167 168
Deviation scores 188 352 489
Diagonal matrices 141 501 509
Diagonal matrices, in Manova 242 510
Diagonal matrices, inverse of 496
Dichotomous coding 31 32n
Differential calculus 54 482
Dimensionality 236—237 335 342 348. of
Dimensionality, description of, as goal of FA 360
Dimensionality, of matrix 488
Dimensionality, of sets of variables 40
Dimensionality, reduction of 236 348
Dimensionality, tests of 237
Dinsmore, J.J. 201
Discrete variables 15 16t 32
Discriminant analysis 16t 25 182—184.
Discriminant analysis, multiple 229—231
Discriminant analysis, PCA, as internal DA 328
Discriminant analysis, terminology in 128
Discriminant function 22 24—26 28 54 55 57 159 161—162 164—166 168—170 173 178—179 182—185 200—204 206—209 220—238 248—259 263—267.
Discriminant function, classification and 209 228—233 267
Discriminant function, coefficients 162—164 177 179 181 184—185 240—243 250—253 259 261
Discriminant function, differences among groups on 223 247
Discriminant function, dimensionality of 220 230 264 267
Discriminant function, for flatness 228
Discriminant function, for parallelism 228
Discriminant function, gcr tests and 220 235 267
Discriminant function, in Manova 160 200—204 206—209 220 248—259 263—267 328 344—348 345t 347t
Discriminant function, interpretation of 165 173 179 201 197—199 226 253 257 263 266
Discriminant function, maximized contrast on 234 237
Discriminant function, normally distributed 182
Discriminant function, primary 229
Discriminant function, simplified 226 228 237—238 265 348 500—502
Discriminant function, statistical significance of 235—237
Discriminant function, univariate analysis on 248 251
Discriminant function, z-score vs. raw-score coefficients 209 345 345t
Discriminant of a cubic equation 323
Discriminant scores, F test on 248 251
Discriminant scores, t-test on 55 193 200—201 316
Distractor variables 38
Distributional assumptions 188 444—446 450—453
Divisions, of prizes 157t
Dominance dimension 376
Donaldson, T.S. 450
Doob, A.N. 37—38 277
Dorans, N.J. 75
Dougher, M. 256 257
Draper, N.R. 76 77 79
Drasgow, F. 74 78
Dropouts 277
Drug dosage 39
Drug use 273—277 275t 276t
Dunnett's test 217 239
Dwyer, P.S. 401 502
E matrix 219—220 231—232 240—243 245—247
Edwards, A.L. 114
Effects model 111
Efficiency, of classification 182—184 230—231
Eigenvalues (characteristic roots) 159 220—223 246 251 261 269—270 278 285—286 288 298—301 320 325—326 329 336 337 340 341 346—348 350—351 367 383 385 546—548 560
Eigenvalues (characteristic roots), and 159 190
Eigenvalues (characteristic roots), canonical correlations and 269—270 278 285—286 288 557—558
Eigenvalues (characteristic roots), communalities and 566
Eigenvalues (characteristic roots), cubic equations and 514—515
Eigenvalues (characteristic roots), decline of, as dimensionality criterion 336 342
Eigenvalues (characteristic roots), degree-of-freedom parameters 220 222n 269
Eigenvalues (characteristic roots), extraction of 404 422—430
Eigenvalues (characteristic roots), finding of 203 322—325
Eigenvalues (characteristic roots), gcr See Greatest characteristic root
Eigenvalues (characteristic roots), generalized eigenvalue problem 220 251
Eigenvalues (characteristic roots), in factor analysis 394 401 404 408 415 419 421—430
Eigenvalues (characteristic roots), Laplace expansion 507
Eigenvalues (characteristic roots), largest See Greatest characteristic root
Eigenvalues (characteristic roots), of asymmetric matrices 298—301
Eigenvalues (characteristic roots), of uncorrected matrix 324
Eigenvalues (characteristic roots), optimal C.O.C. and 244
Eigenvalues (characteristic roots), PC analysis and 365 367
Eigenvalues (characteristic roots), properties of 508
Eigenvalues (characteristic roots), significance of 220 235—237 269 270—280 314 317
Eigenvalues (characteristic roots), solutions for 506—507
Eigenvalues (characteristic roots), test for 317
Eigenvectors (characteristic vectors) 219—220 230 242 244 246—247 250 269—270 278 285—286 288 298—301 320 325 326 329 506—512 560
Eigenvectors (characteristic vectors), in PFA 404—406 420 421
Eigenvectors (characteristic vectors), normalized 319 323—327 329—330 341 508—509
Eigenvectors (characteristic vectors), solutions for 506—507
Einstein, A. 361
EINVH program 203 246
Emergent variables 84
Empiricism, dust-bowl 373 376
Endorphins 256—257
EQS program 433 478—479
Equations, cubic See Cubic equations
Equations, homogeneous systems 512—513
Equations, in matrix form 487—513
Equations, linear dependence of 497
Equations, solving 496
Equity judgments 114—115
Ergograph 38—39
Error rate, experimentwise See Experimentwise error rate
Error rate, per experiment, exact control of by Bonferroni adjustment 13 533—534
Error, error term 37 76
Error, matrix 76
Error, minimization by maximizing correlation 70 539—540
Error, minimizing, as goal of MRA 62—66 71—72 121—122
Error, misclassification 183
Error, of measurement 420
Error, roundoff 90 162 245 250 348 499
Error, snowballing 181
Error, sources of 252
Error, Types I and II See Type I error; Type II error
Error, variance or variability, estimation of 77t 85
Estes, W.K. 5
Estimates, estimability condition 458
Estimates, notation for 322
Estimates, of parameters 59
Ethnicity 116
Ethnicity, Anglo — Chicano differences 23—24 33—34
Everitt, G. 166
Expenses-allocation conditions 15 6 177 179 181
Experimental designs See specific designs
Experimenter, as factor 262
Experimentwise error rate 533—534
Experimentwise error rate, control of by Bonferroni adjustment See Bonferroni adjustments
Experimentwise error rate, control of by finite intersection tests 21 238—240
Experimentwise error rate, control of by multivariate techniques 11 480
Experimentwise error rate, control of by union-intersection tests 12 234
Experimentwise error rate, defined 20
Experimentwise error rate, in Anova tests, lln 13—14 20 215—218
Experimentwise error rate, in Canona 283
Experimentwise error rate, in Manova 158—161 222t
extrema 482—485 502
Eye, A. 452
Eyeball tests 456
F approximation 186
F distribution 18—23 32 155 160 187—190
F distribution, degrees of freedom 77n 160
F ratio 83 93 108 161 162 184 189 192 193 200 204
F ratio, adjusted 191
F ratio, degrees of freedom and 188
F ratio, discriminant function and 252
F ratio, for within-subjects effects 190
F ratio, gcr criterion for post hoc 247
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