Elementary Statistics: A Step-by-Step Approach with Formula Card 9th Edition

Published by McGraw-Hill Education
ISBN 10: 0078136334
ISBN 13: 978-0-07813-633-7

Chapter 11 - Other Chi-Square Tests - 11-2 Testing Using Contingency Tables - Exercises 11-2 - Page 634: 12

Answer

Step 1: $H_0$ : The size of the population is independent from the age. $H_1$: The size of the population is dependent upon the age. Step 2: Since α=0.05, the critical value using Table G with (2-1)(6-1) = (1)(5) =5 degrees of freedom is 11.071. Step 3: Expected Value: $E_1,1$ = $\frac{(11079)(1461)}{(22335)}$ = 724.71 $E_1,2$ = $\frac{(11079)(4244)}{(22335)}$ = 2105.18 $E_1,3$ = $\frac{(11079)(1167)}{(22335)}$= 578.88 $E_14$ = $\frac{(11079)(6874)}{(22335)}$ = 3409.76 $E_1,5$ = $\frac{(11079)(5189)}{(22335)}$ = 2573.94 $E_1,6$ = $\frac{(11079)(3400)}{(22335)}$ = 1686.53 $E_2,1$ = $\frac{(11256)(1461)}{(22335)}$ = 736.29 $E_2,2$ = $\frac{(11256)(4244)}{(22335)}$ = 2138.82 $E_2,3$ = $\frac{(11256)(1167)}{(22335)}$ = 588.12 $E_2,4$ = $\frac{(11256)(6874)}{(22335)}$ = 3464.24 $E_2,5$ = $\frac{(11256)(5189)}{(22335)}$ = 2615.06 $E_2,6$ = $\frac{(11256)(3400)}{(22335)}$ = 1713.47 Test Value : χ2 = Σ $\frac{(O-E)^{2}}{E}$ = $\frac{(721-724.71)^{2}}{724.71}$ + $\frac{(2140-2105.18)^{2}}{2105.18}$ + $\frac{(102-578.88)^{2}}{578.88}$ + $\frac{(3515-3409.76)^{2}}{3409.76}$ + $\frac{(2702-2573.94)^{2}}{2573.94}$ +$\frac{(1899-1686.53)^{2}}{1686.53}$ + $\frac{(740-736.29)^{2}}{236.29}$ + $\frac{(2104-2138.82)^{2}}{2138.82}$ + $\frac{(1065-588.12)^{2}}{588.12}$ + $\frac{(3359-3464.24)^{2}}{3464.24}$ + $\frac{(2487-2615.06)^{2}}{2615.06}$ + $\frac{(1501-1713.47)^{2}}{1713.47}$ =0.019+0.575+392.849+3.248+6.371+26.768+0.019+0.567+386.671+3.197+6.271+26.347 =852.902 Step 4: Since 852.902 > 11.071, the decision is to reject the null hypothesis. Step 5: There is enough evidence to claim that the size of the population is dependent upon the age.
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