64:(DOE) is a methodology for formulating scientific and engineering problems using statistical models. The protocol specifies a randomization procedure for the experiment and specifies the primary data-analysis, particularly in hypothesis testing. In a secondary analysis, the statistical analyst further examines the data to suggest other questions and to help plan future experiments. In engineering applications, the goal is often to optimize a process or product, rather than to subject a scientific hypothesis to test of its predictive adequacy. The use of
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Six Sigma is a set of techniques to improve the reliability of a manufacturing process. Ideally, all products will have the exact same specifications equivalent to what was desired, but countless imperfections of real-world manufacturing makes this impossible. The as-built specifications of a product
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A factorial experiment is one where, contrary to the standard experimental philosophy of changing only one independent variable and holding everything else constant, multiple independent variables are tested at the same time. With this design, statistical engineers can see both the direct effects of
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are assumed to be centered around a mean, with each individual product deviating some amount away from that mean in a normal distribution. The goal of Six Sigma is to ensure that the acceptable specification limits are six
401:. ASA-SIAM Series on Statistics and Applied Probability. Society for Industrial and Applied Mathematics (SIAM), Philadelphia, PA; American Statistical Association, Alexandria, VA. pp. xx+199.
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was developed as means to calculate numerical data. In the 1600s, the development of information processing to systematically analyze and process data began. In 1654, the
162:. The integration of computers and calculators into the industry brought about a more efficient means of analyzing data and the beginning of engineering statistics.
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away from the mean of the distribution; in other words, that each step of the manufacturing process has at most a 0.00034% chance of producing a defect.
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use statistics to study repetitive operations in manufacturing in order to set standards and find optimum (in some sense) manufacturing procedures.
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597:, Hunter, W.G., Hunter, J.S., Hunter, W.G., "Statistics for Experimenters: Design, Innovation, and Discovery", 2nd Edition, Wiley, 2005,
232:, Hunter, W.G., Hunter, J.S., Hunter, W.G., "Statistics for Experimenters: Design, Innovation, and Discovery", 2nd Edition, Wiley, 2005,
53:, type of material, and fabrication process control. There are many methods used in engineering analysis and they are often displayed as
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which measures the ability of a system to perform for its intended function (and time) and has tools for improving performance.
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Through Design: Experimental Design, Off-line Quality Control, and Taguchi's Contributions
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to give a visual of the data as opposed to being just numerical. Examples of methods are:
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designed the idea of an automatic computer which inspired developers at
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Montgomery, Douglas; Runger, George; Hubele, Norma (21 December 2010).
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Montgomery, Douglas; Runger, George; Hubele, Norma (21 December 2010).
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Accelerated
Testing - Statistical Models, Test Plans, and Data Analysis
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for advanced data calculations. In 1833, a
British mathematician named
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for analyzing data. Engineering statistics involves data concerning
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Experiments: Planning, Analysis, and
Parameter Design Optimization
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involving the use of probability in product and system design
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from measured data. System identification also includes the
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Identification of
Parametric Models from Experimental Data
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Applied
Statistics for Engineers and Physical Scientists
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Engineering statistics dates back to 1000 B.C. when the
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Analysis of data by combining engineering and statistics
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Probability and
Statistics for Engineers and Scientists
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Applied
Numerical Methods of Engineers and Scientists
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Atkinson, A. C.; Donev, A. N.; Tobias, R. D. (2007).
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Atkinson, A. C.; Donev, A. N.; Tobias, R. D. (2007).
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Applied Numerical Methods of Engineers and Scientists
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Autoregressive conditional heteroskedasticity (ARCH)
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631:. Upper Saddle River, New Jersey: Prentice Hall.
346:. Upper Saddle River, New Jersey: Prentice Hall.
121:for efficiently generating informative data for
2165:Multivariate adaptive regression splines (MARS)
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329:. Pearson Education, 2002, 7th edition, pg. 237
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580:. Oxford University Press. pp. 511+xvi.
459:Goodwin, Graham C.; Payne, Robert L. (1977).
373:. Oxford University Press. pp. 511+xvi.
325:Walpole, Ronald; Myers, Raymond; Ye, Keying.
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312:Hogg, Robert V. and Ledolter, J. (1992).
49:processes such as: component dimensions,
258:Wu, C. F. Jeff; Hamada, Michael (2002).
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577:Optimum Experimental Designs, with SAS
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2701:Accelerated failure time (AFT) model
484:Walter, Ăric; Pronzato, Luc (1997).
68:reduces the cost of experimentation.
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608:Logothetis, N.; Wynn, H. P (1989).
433:, John Wiley & Sons, New York,
288:Logothetis, N.; Wynn, H. P (1989).
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1017:Pearson product-moment correlation
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66:optimal (or near optimal) designs
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507:. Encyclopaedia Britannica Inc
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2944:Geographic information system
2160:Simultaneous equations models
171:Factorial Experimental Design
2127:Coefficient of determination
1738:Uniformly most powerful test
82:Time and methods engineering
2696:Proportional hazards models
2640:Spectral density estimation
2622:Vector autoregression (VAR)
2056:Maximum posterior estimator
1288:Randomized controlled trial
142:technique was developed by
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2183:Simple linear regression
1953:HodgesâLehmann estimator
1410:Probability distribution
1319:Stochastic approximation
881:Coefficient of variation
652:Encyclopaedia Britannica
505:Encyclopaedia Britannica
186:), as well as potential
2599:Cross-correlation (XCF)
2207:Non-standard predictors
1641:LehmannâScheffĂ© theorem
1314:Adaptive clinical trial
627:Rao, Singiresu (2002).
399:Engineering reliability
342:Rao, Singiresu (2002).
88:Reliability engineering
18:Statistical engineering
3041:Engineering statistics
2995:Mathematics portal
2816:Engineering statistics
2724:NelsonâAalen estimator
2301:Analysis of covariance
2188:Ordinary least squares
2112:Pearson product-moment
1516:Statistical functional
1427:Empirical distribution
1260:Controlled experiments
989:Frequency distribution
767:Descriptive statistics
699:Engineering statistics
669:Engineering Statistics
548:Engineering Statistics
316:. Macmillan, New York.
31:Engineering statistics
2911:Population statistics
2853:System identification
2587:Autocorrelation (ACF)
2515:Exponential smoothing
2429:Discriminant analysis
2424:Canonical correlation
2288:Partition of variance
2150:Regression validation
1994:(JonckheereâTerpstra)
1893:Likelihood-ratio test
1582:Frequentist inference
1494:Locationâscale family
1415:Sampling distribution
1380:Statistical inference
1347:Cross-sectional study
1334:Observational studies
1293:Randomized experiment
1122:Stem-and-leaf display
924:Central limit theorem
119:design of experiments
100:System identification
62:Design of Experiments
2834:Probabilistic design
2419:Principal components
2262:Exponential families
2214:Nonlinear regression
2193:General linear model
2155:Mixed effects models
2145:Errors and residuals
2122:Confounding variable
2024:Bayesian probability
2002:Van der Waerden test
1992:Ordered alternative
1757:Multiple comparisons
1636:RaoâBlackwellization
1599:Estimating equations
1555:Statistical distance
1273:Factorial experiment
806:Arithmetic-Geometric
701:at Wikimedia Commons
177:Factorial experiment
94:Probabilistic design
2906:Official statistics
2829:Methods engineering
2510:Seasonal adjustment
2278:Poisson regressions
2198:Bayesian regression
2137:Regression analysis
2117:Partial correlation
2089:Regression analysis
1688:Prediction interval
1683:Likelihood interval
1673:Confidence interval
1665:Interval estimation
1626:Unbiased estimators
1444:Model specification
1324:Up-and-down designs
1012:Partial correlation
968:Index of dispersion
886:Interquartile range
207:standard deviations
188:interaction effects
108:mathematical models
104:statistical methods
2926:Spatial statistics
2806:Medical statistics
2706:First hitting time
2660:Whittle likelihood
2311:Degrees of freedom
2306:Multivariate ANOVA
2239:Heteroscedasticity
2051:Bayesian estimator
2016:Bayesian inference
1865:KolmogorovâSmirnov
1750:Randomization test
1720:Testing hypotheses
1693:Tolerance interval
1604:Maximum likelihood
1499:Exponential family
1432:Density estimation
1392:Statistical theory
1352:Natural experiment
1298:Scientific control
1215:Survey methodology
901:Standard deviation
531:has generic name (
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395:Barlow, Richard E.
152:Harvard University
43:scientific methods
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112:dynamical systems
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2179:
2177:
2171:
2170:
2168:
2167:
2162:
2157:
2152:
2147:
2141:
2139:
2133:
2132:
2130:
2129:
2124:
2119:
2114:
2108:
2106:
2096:
2095:
2092:
2091:
2086:
2080:
2079:
2072:
2071:
2068:
2067:
2064:
2063:
2061:
2060:
2059:
2058:
2048:
2043:
2038:
2037:
2036:
2031:
2020:
2018:
2012:
2011:
2008:
2007:
2005:
2004:
1999:
1998:
1997:
1989:
1981:
1965:
1962:(MannâWhitney)
1957:
1956:
1955:
1942:
1941:
1940:
1929:
1927:
1921:
1920:
1918:
1917:
1916:
1915:
1910:
1905:
1895:
1890:
1887:(ShapiroâWilk)
1882:
1877:
1872:
1867:
1862:
1854:
1848:
1846:
1840:
1839:
1837:
1836:
1828:
1819:
1807:
1801:
1799:Specific tests
1795:
1794:
1791:
1790:
1788:
1787:
1782:
1777:
1771:
1769:
1763:
1762:
1760:
1759:
1754:
1753:
1752:
1742:
1741:
1740:
1730:
1724:
1722:
1716:
1715:
1713:
1712:
1711:
1710:
1705:
1695:
1690:
1685:
1680:
1675:
1669:
1667:
1661:
1660:
1658:
1657:
1652:
1651:
1650:
1645:
1644:
1643:
1638:
1623:
1622:
1621:
1616:
1611:
1606:
1595:
1593:
1584:
1578:
1577:
1575:
1574:
1569:
1564:
1563:
1562:
1552:
1547:
1546:
1545:
1535:
1534:
1533:
1528:
1523:
1513:
1508:
1503:
1502:
1501:
1496:
1491:
1475:
1474:
1473:
1468:
1463:
1453:
1452:
1451:
1446:
1436:
1435:
1434:
1424:
1423:
1422:
1412:
1407:
1402:
1396:
1394:
1384:
1383:
1378:
1371:
1370:
1367:
1366:
1363:
1362:
1360:
1359:
1354:
1349:
1344:
1338:
1336:
1330:
1329:
1327:
1326:
1321:
1316:
1310:
1308:
1304:
1303:
1301:
1300:
1295:
1290:
1285:
1280:
1275:
1270:
1264:
1262:
1256:
1255:
1253:
1252:
1250:Standard error
1247:
1242:
1237:
1236:
1235:
1230:
1219:
1217:
1211:
1210:
1208:
1207:
1202:
1197:
1192:
1187:
1182:
1180:Optimal design
1177:
1172:
1166:
1164:
1154:
1153:
1148:
1141:
1140:
1137:
1136:
1133:
1132:
1130:
1129:
1124:
1119:
1114:
1109:
1104:
1099:
1094:
1089:
1084:
1079:
1074:
1069:
1064:
1059:
1053:
1051:
1045:
1044:
1042:
1041:
1036:
1035:
1034:
1029:
1019:
1014:
1008:
1006:
1000:
999:
997:
996:
991:
986:
980:
978:
977:Summary tables
974:
973:
971:
970:
964:
962:
956:
955:
952:
951:
949:
948:
947:
946:
941:
936:
926:
920:
918:
912:
911:
909:
908:
903:
898:
893:
888:
883:
878:
872:
870:
864:
863:
861:
860:
855:
850:
849:
848:
843:
838:
833:
828:
823:
818:
813:
811:Contraharmonic
808:
803:
792:
790:
781:
771:
770:
765:
758:
757:
755:
754:
749:
743:
740:
739:
734:
732:
731:
724:
717:
709:
703:
702:
688:
687:External links
685:
684:
683:
678:978-0470631478
677:
671:(5 ed.).
664:
643:
637:
624:
618:
605:
592:
586:
569:
566:
564:
563:
557:978-0470631478
556:
550:(5 ed.).
538:
491:
476:
469:
451:
442:
422:
407:
386:
379:
359:
352:
331:
318:
305:
298:
275:
268:
241:
216:
214:
211:
198:Main article:
195:
192:
175:Main article:
172:
169:
167:
164:
131:
128:
127:
126:
97:
91:
85:
79:
69:
26:
24:
14:
13:
10:
9:
6:
4:
3:
2:
3053:
3042:
3039:
3038:
3036:
3021:
3020:
3011:
3009:
3008:
2999:
2997:
2996:
2991:
2985:
2983:
2982:
2973:
2972:
2969:
2955:
2952:
2950:
2949:Geostatistics
2947:
2945:
2942:
2940:
2937:
2935:
2932:
2931:
2929:
2927:
2923:
2917:
2916:Psychometrics
2914:
2912:
2909:
2907:
2904:
2902:
2899:
2897:
2894:
2892:
2889:
2887:
2884:
2882:
2879:
2877:
2874:
2872:
2869:
2868:
2866:
2864:
2860:
2854:
2851:
2849:
2846:
2844:
2840:
2837:
2835:
2832:
2830:
2827:
2825:
2822:
2821:
2819:
2817:
2813:
2807:
2804:
2802:
2799:
2797:
2793:
2790:
2788:
2785:
2784:
2782:
2780:
2779:Biostatistics
2776:
2772:
2768:
2763:
2759:
2741:
2740:Log-rank test
2738:
2737:
2735:
2731:
2725:
2722:
2721:
2719:
2717:
2713:
2707:
2704:
2702:
2699:
2697:
2694:
2692:
2689:
2688:
2686:
2684:
2680:
2677:
2675:
2671:
2661:
2658:
2656:
2653:
2651:
2648:
2646:
2643:
2641:
2638:
2637:
2635:
2633:
2629:
2623:
2620:
2618:
2615:
2613:
2611:(BoxâJenkins)
2607:
2605:
2602:
2600:
2597:
2593:
2590:
2589:
2588:
2585:
2584:
2582:
2580:
2576:
2570:
2567:
2565:
2564:DurbinâWatson
2562:
2560:
2554:
2552:
2549:
2547:
2546:DickeyâFuller
2544:
2543:
2541:
2537:
2531:
2528:
2526:
2523:
2521:
2520:Cointegration
2518:
2516:
2513:
2511:
2508:
2506:
2503:
2501:
2498:
2496:
2495:Decomposition
2493:
2492:
2490:
2486:
2483:
2481:
2477:
2467:
2464:
2463:
2462:
2459:
2458:
2457:
2454:
2450:
2447:
2446:
2445:
2442:
2440:
2437:
2435:
2432:
2430:
2427:
2425:
2422:
2420:
2417:
2415:
2412:
2410:
2407:
2406:
2404:
2402:
2398:
2392:
2389:
2387:
2384:
2382:
2379:
2377:
2374:
2372:
2369:
2367:
2366:Cohen's kappa
2364:
2363:
2361:
2359:
2355:
2351:
2347:
2343:
2339:
2335:
2330:
2326:
2312:
2309:
2307:
2304:
2302:
2299:
2297:
2294:
2293:
2291:
2289:
2285:
2279:
2275:
2271:
2265:
2263:
2260:
2259:
2257:
2255:
2251:
2245:
2242:
2240:
2237:
2235:
2232:
2230:
2227:
2225:
2222:
2220:
2219:Nonparametric
2217:
2215:
2212:
2211:
2209:
2205:
2199:
2196:
2194:
2191:
2189:
2186:
2184:
2181:
2180:
2178:
2176:
2172:
2166:
2163:
2161:
2158:
2156:
2153:
2151:
2148:
2146:
2143:
2142:
2140:
2138:
2134:
2128:
2125:
2123:
2120:
2118:
2115:
2113:
2110:
2109:
2107:
2105:
2101:
2097:
2090:
2087:
2085:
2082:
2081:
2077:
2073:
2057:
2054:
2053:
2052:
2049:
2047:
2044:
2042:
2039:
2035:
2032:
2030:
2027:
2026:
2025:
2022:
2021:
2019:
2017:
2013:
2003:
2000:
1996:
1990:
1988:
1982:
1980:
1974:
1973:
1972:
1969:
1968:Nonparametric
1966:
1964:
1958:
1954:
1951:
1950:
1949:
1943:
1939:
1938:Sample median
1936:
1935:
1934:
1931:
1930:
1928:
1926:
1922:
1914:
1911:
1909:
1906:
1904:
1901:
1900:
1899:
1896:
1894:
1891:
1889:
1883:
1881:
1878:
1876:
1873:
1871:
1868:
1866:
1863:
1861:
1859:
1855:
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1802:
1800:
1796:
1786:
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1778:
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1755:
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1600:
1597:
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1579:
1573:
1570:
1568:
1565:
1561:
1558:
1557:
1556:
1553:
1551:
1548:
1544:
1543:loss function
1541:
1540:
1539:
1536:
1532:
1529:
1527:
1524:
1522:
1519:
1518:
1517:
1514:
1512:
1509:
1507:
1504:
1500:
1497:
1495:
1492:
1490:
1484:
1481:
1480:
1479:
1476:
1472:
1469:
1467:
1464:
1462:
1459:
1458:
1457:
1454:
1450:
1447:
1445:
1442:
1441:
1440:
1437:
1433:
1430:
1429:
1428:
1425:
1421:
1418:
1417:
1416:
1413:
1411:
1408:
1406:
1403:
1401:
1398:
1397:
1395:
1393:
1389:
1385:
1381:
1376:
1372:
1358:
1355:
1353:
1350:
1348:
1345:
1343:
1340:
1339:
1337:
1335:
1331:
1325:
1322:
1320:
1317:
1315:
1312:
1311:
1309:
1305:
1299:
1296:
1294:
1291:
1289:
1286:
1284:
1281:
1279:
1276:
1274:
1271:
1269:
1266:
1265:
1263:
1261:
1257:
1251:
1248:
1246:
1245:Questionnaire
1243:
1241:
1238:
1234:
1231:
1229:
1226:
1225:
1224:
1221:
1220:
1218:
1216:
1212:
1206:
1203:
1201:
1198:
1196:
1193:
1191:
1188:
1186:
1183:
1181:
1178:
1176:
1173:
1171:
1168:
1167:
1165:
1163:
1159:
1155:
1151:
1146:
1142:
1128:
1125:
1123:
1120:
1118:
1115:
1113:
1110:
1108:
1105:
1103:
1100:
1098:
1095:
1093:
1090:
1088:
1085:
1083:
1080:
1078:
1075:
1073:
1072:Control chart
1070:
1068:
1065:
1063:
1060:
1058:
1055:
1054:
1052:
1050:
1046:
1040:
1037:
1033:
1030:
1028:
1025:
1024:
1023:
1020:
1018:
1015:
1013:
1010:
1009:
1007:
1005:
1001:
995:
992:
990:
987:
985:
982:
981:
979:
975:
969:
966:
965:
963:
961:
957:
945:
942:
940:
937:
935:
932:
931:
930:
927:
925:
922:
921:
919:
917:
913:
907:
904:
902:
899:
897:
894:
892:
889:
887:
884:
882:
879:
877:
874:
873:
871:
869:
865:
859:
856:
854:
851:
847:
844:
842:
839:
837:
834:
832:
829:
827:
824:
822:
819:
817:
814:
812:
809:
807:
804:
802:
799:
798:
797:
794:
793:
791:
789:
785:
782:
780:
776:
772:
768:
763:
759:
753:
750:
748:
745:
744:
741:
737:
730:
725:
723:
718:
716:
711:
710:
707:
700:
695:
691:
690:
686:
680:
674:
670:
665:
653:
649:
644:
640:
634:
630:
625:
621:
619:0-19-851993-1
615:
611:
606:
604:
603:0-471-71813-0
600:
596:
593:
589:
583:
579:
578:
572:
571:
567:
559:
553:
549:
542:
539:
534:
522:
506:
502:
495:
492:
487:
480:
477:
472:
470:0-12-289750-1
466:
462:
455:
452:
446:
443:
440:
439:0-471-69736-2
436:
432:
426:
423:
418:
414:
410:
408:0-89871-405-2
404:
400:
396:
390:
387:
382:
376:
372:
371:
363:
360:
355:
349:
345:
338:
336:
332:
328:
322:
319:
315:
309:
306:
301:
299:0-19-851993-1
295:
291:
284:
282:
280:
276:
271:
269:0-471-25511-4
265:
261:
254:
252:
250:
248:
246:
242:
239:
238:0-471-71813-0
235:
231:
226:
224:
222:
218:
212:
210:
208:
201:
193:
191:
189:
185:
178:
170:
165:
163:
161:
157:
153:
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145:
141:
137:
129:
124:
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109:
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86:
83:
80:
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67:
63:
60:
59:
58:
56:
52:
48:
47:manufacturing
44:
40:
36:
32:
19:
3017:
3005:
2986:
2979:
2891:Econometrics
2841: /
2824:Chemometrics
2815:
2801:Epidemiology
2794: /
2767:Applications
2609:ARIMA model
2556:Q-statistic
2505:Stationarity
2401:Multivariate
2344: /
2340: /
2338:Multivariate
2336: /
2276: /
2272: /
2046:Bayes factor
1945:Signed rank
1857:
1831:
1823:
1811:
1506:Completeness
1342:Cohort study
1240:Opinion poll
1175:Missing data
1162:Study design
1117:Scatter plot
1039:Scatter plot
1032:Spearman's Ï
994:Grouped data
668:
656:. Retrieved
651:
648:"Slide Rule"
628:
609:
576:
547:
541:
529:|last1=
509:. Retrieved
504:
501:"Slide Rule"
494:
485:
479:
460:
454:
445:
430:
425:
398:
389:
369:
362:
343:
326:
321:
313:
308:
289:
259:
203:
180:
133:
125:such models.
30:
29:
3019:WikiProject
2934:Cartography
2896:Jurimetrics
2848:Reliability
2579:Time domain
2558:(LjungâBox)
2480:Time-series
2358:Categorical
2342:Time-series
2334:Categorical
2269:(Bernoulli)
2104:Correlation
2084:Correlation
1880:JarqueâBera
1852:Chi-squared
1614:M-estimator
1567:Asymptotics
1511:Sufficiency
1278:Interaction
1190:Replication
1170:Effect size
1127:Violin plot
1107:Radar chart
1087:Forest plot
1077:Correlogram
1027:Kendall's Ï
488:. Springer.
184:main effect
35:engineering
2886:Demography
2604:ARMA model
2409:Regression
1986:(Friedman)
1947:(Wilcoxon)
1885:Normality
1875:Lilliefors
1822:Student's
1698:Resampling
1572:Robustness
1560:divergence
1550:Efficiency
1488:(monotone)
1483:Likelihood
1400:Population
1233:Stratified
1185:Population
1004:Dependence
960:Count data
891:Percentile
868:Dispersion
801:Arithmetic
736:Statistics
638:013089480X
595:Box, G. E.
568:References
353:013089480X
230:Box, G. E.
140:Slide Rule
55:histograms
51:tolerances
39:statistics
2267:Logistic
2034:posterior
1960:Rank sum
1708:Jackknife
1703:Bootstrap
1521:Bootstrap
1456:Parameter
1405:Statistic
1200:Statistic
1112:Run chart
1097:Pie chart
1092:Histogram
1082:Fan chart
1057:Bar chart
939:L-moments
826:Geometric
262:. Wiley.
200:Six Sigma
194:Six Sigma
106:to build
33:combines
3035:Category
2981:Category
2674:Survival
2551:Johansen
2274:Binomial
2229:Isotonic
1816:(normal)
1461:location
1268:Blocking
1223:Sampling
1102:QâQ plot
1067:Box plot
1049:Graphics
944:Skewness
934:Kurtosis
906:Variance
836:Heronian
831:Harmonic
658:17 April
521:cite web
511:17 April
449:LogoWynn
397:(1998).
166:Examples
3007:Commons
2954:Kriging
2839:Process
2796:studies
2655:Wavelet
2488:General
1655:Plug-in
1449:L space
1228:Cluster
929:Moments
747:Outline
417:1621421
130:History
123:fitting
116:optimal
2876:Census
2466:Normal
2414:Manova
2234:Robust
1984:2-way
1976:1-way
1814:-test
1485:
1062:Biplot
853:Median
846:Lehmer
788:Center
675:
635:
616:
601:
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554:
467:
437:
415:
405:
377:
350:
296:
266:
236:
160:MARK I
136:Abacus
41:using
2500:Trend
2029:prior
1971:anova
1860:-test
1834:-test
1826:-test
1733:Power
1678:Pivot
1471:shape
1466:scale
916:Shape
896:Range
841:Heinz
816:Cubic
752:Index
213:Notes
102:uses
2733:Test
1933:Sign
1785:Wald
858:Mode
796:Mean
673:ISBN
660:2018
633:ISBN
614:ISBN
599:ISBN
582:ISBN
552:ISBN
533:help
513:2018
465:ISBN
435:ISBN
403:ISBN
375:ISBN
348:ISBN
294:ISBN
264:ISBN
234:ISBN
154:and
74:and
37:and
1913:BIC
1908:AIC
156:IBM
110:of
3037::
650:.
525::
523:}}
519:{{
503:.
413:MR
411:.
334:^
278:^
244:^
220:^
1858:G
1832:F
1824:t
1812:Z
1531:V
1526:U
728:e
721:t
714:v
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