Page 427 - Six Sigma Advanced Tools for Black Belts and Master Black Belts

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JWBK119-IND
Index
412 August 31, 2006 3:10 Char Count= 0
rank-ordering, 165 process improvement, 32
rational subgroups, 76 roadmap, 4--5, 52, 54
regression: skewness, 107--115, 128--129, 135--137, 141,
analysis, 13, 50, 53, 156--163, 223, 225, 357 143, 146--148, 163, 167, 169, 217, 219
model, 155, 181--192 solver, 207, 307--308, 310, 320
reliability engineering, 36, 38, 221, 230, 257, specification limit, 132--133, 135, 141--142,
306 145, 196--198, 201, 226, 250, 279, 394
repeatability, 75, 226, 282 standard deviation, 76--77, 79, 108, 198,
replicate, 15, 79, 116, 203, 208, 239, 246, 252--253, 307--310, 312
251--255, 299, 307, 311, 315, 318--319, 375, standard errors, 233
379, 388, 395 standard normal distribution, 113, 134, 169,
replication, 45, 290, 298, 304 214
unreplication, 399 stationary process, 393
reproducibility, 75, 226 Statistical process control (SPC), 21--23, 50,
residual, 111, 138, 155--162, 165--166, 174--178, 53, 57, 269, 271, 344, 353--354, 358, 360,
185--186, 231--232, 239, 243--244, 344, 347, 362--363, 382, 384, 386, 391, 393, 404
353--355, 364--366, 382, 395, 401--402, 404 statistical control, 32, 75, 205, 221, 328, 330,
residual analysis, 231, 239, 243 355
residual control charts, 354 statistical hypothesis, see hypothesis
risk, 42, 44--45, 53, 57, 153--154, 173, 178--180, statistical inference, 172, 178, 181, 257, 290
189, 327, 331, 373 statistical model, 153--154, 171--172
roadmap, 3--5, 8, 41--57 statistical tests, 132, 174
robust process, 57 subgroup, 76, 243, 253--254
robustization, 280 suboptimization, 28, 94
robustness, 14, 23, 61, 113, 129, 154, 278--280, SWOT Analysis, 31--38
290--291 symmetric, 83, 136, 167, 213, 387--389, 404
Root cause analysis (RCA), 62, 101--104
run chart, 53, 57 T
t-test, 290
S tabular, 173, 371--376, 378--379, 381, 404
safety, 42, 258 tabular cusum, 372, 374--375
sample: taguchi methods, 33, 257, 261, 264, 267--268,
size, 46--47, 110, 113, 127, 129, 135, 158, 196, 272--292
198, 208, 226, 325--329, 334, 336, 338, 357 taguchi orthogonal array, 260--261
standard deviation, 77, 79, 252--253 test statistic, 155, 161--162, 167, 169, 216, 219,
variance, 77, 196, 252 354, 357, 385, 391
sampling distribution, 113, 179, 181, 196, 358, Theory of constraints (TOC), 93, 104
363 three-parameter, 137, 139--140, 143, 145--148
saturation, 224, 226--228, 230 three-sigma, 212
scatterplots, 189 threshold, 131, 137, 139--140, 144--148,
screening, 47, 62--64, 141, 246, 263--264, 371--372, 374, 386
289--290 time series graph, 53
screening experiment, 47, 263--264 time series model, 353--354, 354
sensitivity analysis, 45--47, 52--54, 59--64, 155, time-censored, 46
175, 212, 214, 219, 221, 225, 235, 278, 308, tolerance:
313, 315--316, 318, 320, 328, 332, 343, bilateral tolerance limits, 196
346--347, 348 design, 54
sequential experimentation, 258, 290, 298 graphical tolerance box, 197
sequential sampling, 331 settings in Optimize phase, 45--46
Shapiro Wilk tests, 165 single tolerance limit, 114, 196
Shewhart control chart (SCC), 216, 220, 344, tolerance intervals, 109--128
346, 348, 354, 371, 379 via Monte Carlo simulation, 45
signal-to-noise, 276, 284, 307 toolbox, 85--86
six sigma: total quality management (TQM), 4, 33, 35--36
organization, 7 transformation, 111, 115, 127