Index

22 factorial design, 594

23 factorial design example, 603

23 factorial design, 601

2k−1 fractional factorial design, 626

2kp fractional factorial designs, 632

2k factorial designs, 594

A

Abuses of regression, 431

Actual process capability, 691

Addition rules of probabilities, 35

Adjusted R2 statistic, 499

Agresti-Coull confidence interval on a binomial proportion, 294

Aliases in a fractional factorial design, 628

All possible regressions, 523

Alternate fraction, 628

Alternative hypothesis, 307

Analysis of a second-order response surface, 647

Analysis of variance (ANOVA), 539, 542, 544, 545

Analysis of variance for factorials, 583

Analysis of variance method of estimating variance components, 560

Analysis of variance tests in linear regression, 443, 497

ANOVA with unequal sample sizes, 548

Approximating the P-value, 333

Assignable causes of variability, 667

Assumptions in simple linear regression, 452

Attributes control chart, 669, 695, 697

Average run length, 701, 708

Axioms of probability, 33

B

Backward elimination of predictors in linear regression, 527

Bayes' theorem, 54

Bayesian estimation of parameters, 264

Bernoulli trials, 80

Beta distribution, 148

Bias of an estimator, 249

Binomial distribution, 80, 81

Binomial expansion, 82

Bins in a histogram, 213

Bivariate normal distribution, 181

Blocking in a 2k design, 619

Blocking in a designed experiment, 562, 563, 566

Bootstrap confidence intervals, 296

Bootstrap sample, 253

Bootstrap standard error, 252

Box plots, 217 ...

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