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A selection of answers to homework questions from a statistics textbook, focusing on significance tests and related concepts such as type i and type ii errors. The questions cover topics like hypothesisๆขฆๆต่ฏ, p-values, confidence intervals, and the relationship between type i and type ii errors.
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AP Statistics - Textbook Homework Answers
11.1 โ Significance Tests โ The Basics
Pg. 691 #2: a) The mean hemoglobin level for all children of this age in Jordan.
b) If ๐ = 12, the sampling distribution is Normal with a mean of 12 and a standard deviation of
โ
c) 11.3 lies far down in the low tail, while 11.8 is fairly close to the middle. If the mean is 12, observing a mean of 11.8 or smaller would not be too surprising, but a mean of 11.3 or smaller is extremely unlikely.
d) No. Since the sample size is large (n=50) the CLT says that the sampling distribution of ๐ฅฬ is approximately Normal.
e) No. We are told this is a sample, but we donโt know if the children are randomly selected from a larger population.
Pg. 693 #4: a) ๐ = the mean gas mileage for Larryโs car on the highway ๐ป 0 : ๐ = 26 ๐ป๐: ๐ > 26
b) ๐ = the proportion of teens in your school who rarely or never fight with their friends. ๐ป 0 : ๐ = 0. ๐ป๐: ๐ โ 0.
#6: a) ๐ป 0 and ๐ป๐ have been switched. The null hypothesis should be a statement of โno change.โ
b) The null hypothesis should be a statement about ๐, not ๐ฅฬ .
c) Our hypothesis should be โsome claim about the populationโ (whether or not it rains tomorrow is not such a statement).
Pg. 698 #8: a) No. The sample size (n=75) is much larger, so the CLT says that the sampling distribution of ๐ฅฬ is approximately Normal.
b) ๐ง = 2.45; ๐ โ ๐ฃ๐๐๐ข๐ = 2(0.0071) = 0.
c) There is fairly strong evidence against ๐ป 0. The p-value is very low. We would reject ๐ป 0.
#12: a) 0.
b) 0.
c) 2(0.0548) = 0.
Pg. 701 #14: a) ๐ โ ๐ฃ๐๐๐ข๐ = 0.0078 Since the p-value is less than 0.05, the result is significant.
b) Since the p-value is less than 0.01, the result is significant.
c) For both significance levels, we would reject ๐ป 0 and conclude that we have good evidence that the mean nicotine content is greater than 1.4 mg.
11.2 โ Carrying Out Significance Tests
Pg. 709 #27 *Be sure to run through the Population, Parameter, and Conditions ๐ป 0 : ๐ = 5 ; ๐ป๐: ๐ < 5 ; ๐ง = โ2.77 so P-value = 0. Since our P-value is less than our alpha level, we can reject ๐ป 0. We can conclude that there is very strong evidence that the dissolved oxygen content in the stream is less than 5 mg.
#30 *Be sure to run through the Population, Parameter, and Conditions ๐ป 0 : ๐ = 300 ; ๐ป๐: ๐ < 300 ; ๐ง = โ0.79 so P-value = 0. Since our P-value is greater than our alpha level, we cannot reject ๐ป 0. We can conclude that there is a possibility that the filling machinery was working properly on this day.
Pg. 712 #31 a) Yes. The P-value of 0.06 indicates that the results observed are not significant at the 5% level, so the 95% confidence interval will include 10.
b) No. Because the P-value is less than 0.1, we can reject ๐ป 0 at the 10% level. The 90% confidence interval would only include those values for which we could not reject ๐ป 0.
#32 The 95% confidence interval is (28.0, 35.0)
a) No. Since the 95% confidence interval includes 34, we cannot reject ๐ป 0 at the 5% level.
b) Yes. Since the 95% confidence interval does not include 36, we can reject ๐ป 0 at the 5% level.
Note: You must use a two-sided test for both situations.