Source df Jay L. Devore Probability and Statistics

45. a.

1: 1, ab, cd, abcd; 2: a, b, acd, bcd; 3: c, d, abc, abd; 4: ac, bc, ad, bd.

b. Source

df SS f A 1 12,403.125 27.18 B 1 92,235.125 202.13 C 1 3.125 0.01 D 1 60.500 0.13 AC 1 10.125 0.02 AD 1 91.125 0.20 BC 1 50.000 0.11 BD 1 420.500 0.92 ABC 1 3.125 0.01 ABD 1 0.500 0.00 ACD 1 200.000 0.44 BCD 1 2.000 0.00 Blocks 7 898.875 0.28 Error 12 5475.750 Total 31 111,853.875 , so only the A and B main effects are sig- nificant.

47. a. ABFG;

1, ab, cd, ce, de, fg, acf, adf, adg, aef, acg, aeg, bcg, bcf, bdf, bdg, bef, beg, abcd, abce, abde, abfg, cdfg, cefg, defg, acdef, acdeg, bcdef, bcdeg, abcdfg, abcefg, abdefg. {A, BCDE, ACDEFG, BFG}, {B, ACDE, BCDEFG, AFG }, {C, ABDE, DEFG, ABCFG}, {D, ABCE, CEFG, ABDFG }, {E, ABCD, CDFG, ABEFG}, {F, ABCDEF, CDEG, ABG}, {G, ABCDEG, CDEF, ABF} . b. 1: 1, aef, beg, abcd, abfg, cdfg, acdeg, bcdef; 2: ab, cd, fg, aeg, bef, acdef, bcdeg, abcdfg; 3: de, acg, adf, bcf, bdg, abce, cefg, abdefg; 4: ce, acf, adg, bcg, bdf, abde, defg, abcefg. 49. SSA 2.250, SSB 7.840, SSC .360, SSD 52.563, SSE 10.240, SSAB 1.563, SSAC 7.563, SSAD .090, SSAE 4.203, SSBC 2.103, SSBD .010, SSBE .123, SSCD .010, SSCE .063, SSDE 4.840. Error SS sum of two-factor SS’s 20.568, Error MS 2.057, 10.04, so only the D main effect is significant.

51. Source df

SS MS f A main effects 1 322.667 322.667 980.38 B main effects 3 35.623 11.874 36.08 Interaction 3 8.557 2.852 8.67 Error 16 5.266 0.329 Total 23 372.113 , so interactions appear to be present. F .05,3.16 5 3.24 F .01,1,10 5 F .01,1,12 5 9.33

53. Source df

SS MS f A 1 30.25 30.25 6.72 B 1 144.00 144.00 32.00 C 1 12.25 12.25 2.72 AB 1 1122.25 1122.25 249.39 AC 1 1.00 1.00 .22 BC 1 12.25 12.25 2.72 ABC 1 16.00 16.00 3.56 Error 4 36.00 4.50 Total 7 Only the main effect for B and the AB interaction effect are significant at .

55. a.

b. A normal probability plot suggests that the A, C, and D main effects are quite important, and perhaps the CD interaction. In fact, pooling the 4 three-factor interaction SS’s and the four-factor interaction SS to obtain an SSE based on 5 df and then constructing an ANOVA table suggests that these are the most important effects.

57. Source df

SS MS f F .01 A 2 67,553 33,777 11.37 5.49 B 2 72,361 36,181 12.18 5.49 C 2 442,111 221,056 74.43 5.49 AB 4 9696 2424 0.82 4.11 AC 4 6213 1553 0.52 4.11 BC 4 34,928 8732 2.94 4.11 ABC 8 33,487 4186 1.41 3.26 Error 27 80,192 2970 Total 53 746,542 All main effects are significant, but there are no significant interactions. 59. Based on the P-values in the ANOVA table, statistically sig- nificant factors at the level are adhesive type and cure time. The conductor material does not have a statisti- cally significant effect on bond strength. There are no sig- nificant interactions.

61. Source df

SS MS f A 4 285.76 71.44 .594 B 4 227.76 56.94 .473 C 4 2867.76 716.94 5.958 D 4 5536.56 1384.14 11.502 Error 8 962.72 120.34 F .05,4.8 3.84 Total

24 H

0A and H 0B cannot be rejected, while H 0C and H 0D are rejected. a 5 .01 bˆg 11 5 .50, dˆg 11 5 4.50 .75, bˆd 11 5 aˆb 11 5 0, aˆd 11 5 2.00, aˆg 11 5 2.75, gˆ 1 5 21.00, dˆ 1 5 17.00, b ˆ 1 5 2.25, a ˆ 1 5 9.00, a 5 .01 Copyright 2010 Cengage Learning. All Rights Reserved. May not be copied, scanned, or duplicated, in whole or in part. Due to electronic rights, some third party content may be suppressed from the eBook andor eChapters. Editorial review has deemed that any suppressed content does not materially affect the overall learning experience. Cengage Learning reserves the right to remove additional content at any time if subsequent rights restrictions require it. Chapter 12

1. a.