A random group of used books was selected from a warehouse to analyze their condition. The book store believes that 22% of the books are in excellent condition, 30% are in very good condition, 19% are in fair condition, and 29% are in poor condition. Is there evidence to reject this hypothesis at significance level = .05?
Excellent: 21 Very Good: 31 Fair: 16 Poor: 11
A. There is not evidence to reject the claim that the books are distributed as claimed because the test value 7.815 < 9.259
B. There is evidence to reject the claim that the books are distributed as claimed because the test value 9.259 > 7.815
C. There is not evidence to reject the claim that the books are distributed as claimed because the test value 9.488 < 9.259
D. There is evidence to reject the claim that the books are distributed as claimed because the test value 9.259 > 9.488
here degree of freedom =categories-1=3
for 3 df and 0.05 level crtiical value =7.815
applying chi square goodness of fit test:
observed | Expected | Chi square | |||
category | Probability(p) | Oi | Ei=total*p | R2i=(Oi-Ei)2/Ei | |
excellent | 0.220 | 21.000 | 17.380 | 0.754 | |
very good | 0.300 | 31.000 | 23.700 | 2.249 | |
fair | 0.190 | 16.000 | 15.010 | 0.065 | |
poor | 0.290 | 11.000 | 22.910 | 6.192 | |
total | 1.000 | 79 | 79 | 9.259 |
test statistic =9.259
option B is correct
There is evidence to reject the claim that the books are distributed as claimed because the test value 9.259 > 7.815
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