Chapter 11 2 3. (n 1) s 2 02 (16 1)(9.5) 2 27.08 50 Degrees of Freedom = (16 - 1) = 15 Using 2 table, p-value is between .025 and .05 Actual p-value = .0281 p-value .05, reject H0 Critical value approach 2 .05 = 24.996 Reject H0 if 2 24.996 27.08 > 24.996, reject H0 5. a. s2 ( xi x )2 31.07 n 1 s 31.07 5.57 b. 2 .025 = 16.013 2 .975 = 1.690 (8 1)(31.07) (8 1)(31.07) 2 16.013 1.690 13.6 2 128.7 c. 3.7 11.3 11. H0: 2 = .009216 Ha: 2 .009216 2 (n 1) s 2 2 (20 1)(.114) 2 26.79 .009216 Degrees of freedom = n - 1 = 19 Using 2 table, area in upper tail is greater than .10 Two-tail p-value is greater than .20 Actual p-value = .2191 p-value > .05, do not reject H0. Cannot conclude the variance in interest rates has changed. 11 - 1 13. a. F.05 = 3.33 b. F.025 = 2.76 c. F.01 = 4.50 d. 19. F.10 1.94 H 0 : 12 22 H a : 12 22 s12 .0489 s22 .0059 F s12 .0489 8.28 s22 .0059 Degrees of freedom 24 and 21 Using F table, area in tail is less than .01 Two-tail p-value is less than .02 Actual p-value 0 p-value .05, reject H0. The process variances are significantly different. Machine 1 offers the best opportunity for process quality improvements. Note that the sample means are similar with the mean bag weights of approximately 3.3 grams. However, the process variances are significantly different. 11 - 2 Statistical Inference about Means and Proportions with Two Populations 21. a. ( xi x )2 n 1 s2 2 sNov = 9664 2 sDec = 19,238 (Population 1 since s 2 is larger) b. H 0 : 12 22 H a : 12 22 F s12 19, 238 1.99 9664 s22 Degrees of freedom 9 and 9 Using F table, area in tail is greater than .10 Two-tail p-value is greater than .20 Actual p-value = .3197 p-value > .05, do not reject H0. There is no evidence that the population variances differ. 29. s2 ( xi x )2 101.56 12.69 n 1 9 1 H0: 2 = 10 Ha: 2 10 2 (n 1) s 2 2 (9 1)(12.69) 10.16 10 Degrees of freedom = n - 1 = 8 Using 2 table, area in tail is greater than .10 Two-tail p- value is greater than .20 Actual p-value = .5086 p-value > .10, do not reject H0 11 - 3 30. a. Try n = 15 2 .025 = 26.119 2 .975 = 5.629 (14 degrees of freedom) (14)(64) (14)(64) 2 26.119 5.629 2 34.3 159.2 5.86 12.62 A sample size of 15 was used. b. n = 25; expect the width of the interval to be smaller. 2 .05 = 39.364 2 .975 = 12.401 (24 degrees of freedom) (24)(8)2 (24)(8)2 2 39.364 12.401 39.02 2 126.86 6.25 11.13 33. H 0 : 12 22 H a : 12 22 Population 1 has the larger sample variance. F s12 5.4 2.35 s22 2.3 Degrees of freedom 15 and 15 Using F table, area in tail is between .05 and .10 Two-tail p-value is between .10 and .20 Actual p-value = .1091 p-value > .10, do not reject H0. Cannot conclude that there is a difference between the population variances. 11 - 4 Statistical Inference about Means and Proportions with Two Populations 34. H 0 : 12 22 H a : 12 22 F s12 25 2.08 s22 12 Degrees of freedom 30 and 24 Using F table, area in tail is between .025 and .05 Two-tail p-value is between .05 and .10 Actual p-value = .0689 p-value .10, reject H0. Conclude that the population variances are not equal. 11 - 5