AP Statistics Textbook: Significance Tests and Errors, Study notes of Statistics

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 hypothesisๆขฆๆต‹่ฏ•, p-values, confidence intervals, and the relationship between type i and type ii errors.

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AP Statistics - Textbook Homework Answers
Chapter 11 โ€“ Significance Tests
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œ‡ = 12, the sampling distribution is Normal with a mean of 12
and a standard deviation of 1.6
โˆš50 = 0.2263
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 ๐‘ฅ๎ชง is approximately Normal.
e) No. We are told this is a sample, but we donโ€™t know if the children
are randomly selected from a larger population.
Pg. 693 #4: a) ๐œ‡ = the mean gas mileage for Larryโ€™s car on the highway
๐ป0: ๐œ‡ = 26
๐ป๐‘Ž: ๐œ‡ > 26
b) ๐‘ = the proportion of teens in your school who rarely or never fight
with their friends.
๐ป0: ๐‘ = 0.72
๐ป๐‘Ž: ๐‘ โ‰  0.72
#6: a) ๐ป0 and ๐ป๐‘Ž have been switched. The null hypothesis should be a
statement of โ€œno change.โ€
b) The null hypothesis should be a statement about ๐œ‡, not ๐‘ฅ๎ชง.
c) Our hypothesis should be โ€œsome 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 ๐‘ฅ๎ชง is approximately Normal.
b) ๐‘ง = 2.45; ๐‘ โˆ’ ๐‘ฃ๐‘Ž๐‘™๐‘ข๐‘’ = 2(0.0071)= 0.0142
c) There is fairly strong evidence against ๐ป0. The p-value is very low.
We would reject ๐ป0.
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AP Statistics - Textbook Homework Answers

Chapter 11 โ€“ Significance Tests

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œ‡ = 12, the sampling distribution is Normal with a mean of 12 and a standard deviation of

โˆš

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 ๐‘ฅฬ… is approximately Normal.

e) No. We are told this is a sample, but we donโ€™t know if the children are randomly selected from a larger population.

Pg. 693 #4: a) ๐œ‡ = the mean gas mileage for Larryโ€™s car on the highway ๐ป 0 : ๐œ‡ = 26 ๐ป๐‘Ž: ๐œ‡ > 26

b) ๐‘ = the proportion of teens in your school who rarely or never fight with their friends. ๐ป 0 : ๐‘ = 0. ๐ป๐‘Ž: ๐‘ โ‰  0.

#6: a) ๐ป 0 and ๐ป๐‘Ž have been switched. The null hypothesis should be a statement of โ€œno change.โ€

b) The null hypothesis should be a statement about ๐œ‡, not ๐‘ฅฬ….

c) Our hypothesis should be โ€œsome 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 ๐‘ฅฬ… is approximately Normal.

b) ๐‘ง = 2.45; ๐‘ โˆ’ ๐‘ฃ๐‘Ž๐‘™๐‘ข๐‘’ = 2(0.0071) = 0.

c) There is fairly strong evidence against ๐ป 0. The p-value is very low. We would reject ๐ป 0.

#12: a) 0.

b) 0.

c) 2(0.0548) = 0.

Pg. 701 #14: a) ๐‘ โˆ’ ๐‘ฃ๐‘Ž๐‘™๐‘ข๐‘’ = 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 ๐ป 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 ๐ป 0 : ๐œ‡ = 5 ; ๐ป๐‘Ž: ๐œ‡ < 5 ; ๐‘ง = โˆ’2.77 so P-value = 0. Since our P-value is less than our alpha level, we can reject ๐ป 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 ๐ป 0 : ๐œ‡ = 300 ; ๐ป๐‘Ž: ๐œ‡ < 300 ; ๐‘ง = โˆ’0.79 so P-value = 0. Since our P-value is greater than our alpha level, we cannot reject ๐ป 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 ๐ป 0 at the 10% level. The 90% confidence interval would only include those values for which we could not reject ๐ป 0.

#32 The 95% confidence interval is (28.0, 35.0)

a) No. Since the 95% confidence interval includes 34, we cannot reject ๐ป 0 at the 5% level.

b) Yes. Since the 95% confidence interval does not include 36, we can reject ๐ป 0 at the 5% level.

Note: You must use a two-sided test for both situations.