the Paiute Indian Reservation in Nevada. The lake is famous for cutthroat trout. Suppose a friend tells you that the average length of trout caught in Pyramid Lake is ? = 19 inches. However, a survey reported that of a random sample of 51 fish caught, the mean length was x = 18.6 inches, with estimated standard deviation s = 2.9 inches.

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Chapter10: Statistics
Section10.4: Distributions Of Data
Problem 19PFA
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Pyramid Lake is on the Paiute Indian Reservation in Nevada. The lake is famous for cutthroat trout. Suppose a friend tells you that the average length of trout caught in Pyramid Lake is ? = 19 inches. However, a survey reported that of a random sample of 51 fish caught, the mean length was x = 18.6 inches, with estimated standard deviation s = 2.9 inches. Do these data indicate that the average length of a trout caught in Pyramid Lake is less than ? = 19 inches? Use ? = 0.05.
 
(c)
Estimate the P-value.
Pyramid Lake is on the Paiute Indian Reservation in Nevada. The lake is famous for cutthroat trout. Suppose a friend tells you that the average length of trout caught in Pyramid Lake is u = 19 inches. However, a survey reported that of a random sample of 51 fish
caught, the mean length was x = 18.6 inches, with estimated standard deviation s = 2.9 inches. Do these data indicate that the average length of a trout caught in Pyramid Lake is less than u = 19 inches? Use a = 0.05.
(a) What is the level of significance?
State the null and alternate hypotheses.
Ο Hρ: μ- 19 in; H: μ > 19 in
O Ho: H > 19 in; H,: µ = 19 in
Ο Hg: μ = 19 in; H1: μ+ 19 in
Ο Hρ: μ= 19 in; H]: μ< 19 in
Ο Hρ: μ< 19 in; H1: μ = 19 in
(b) What sampling distribution will you use? Explain the rationale for your choice of sampling distribution.
O The Student's t, since the sample size is large and o is unknown.
O The standard normal, since the sample size is large and o is unknown.
O The standard normal, since the sample size is large and o is known.
O The Student's t, since the sample size is large and o is known.
What is the value of the sample test statistic? (Round your answer to three decimal places.)
(c) Estimate the P-value.
O p-value > 0.010
O 0.0010 < P-value < 0.010
O 0.250 < P-value < 0.0010
O 0.125 < P-value < 0.250
O P-value < 0.125
Transcribed Image Text:Pyramid Lake is on the Paiute Indian Reservation in Nevada. The lake is famous for cutthroat trout. Suppose a friend tells you that the average length of trout caught in Pyramid Lake is u = 19 inches. However, a survey reported that of a random sample of 51 fish caught, the mean length was x = 18.6 inches, with estimated standard deviation s = 2.9 inches. Do these data indicate that the average length of a trout caught in Pyramid Lake is less than u = 19 inches? Use a = 0.05. (a) What is the level of significance? State the null and alternate hypotheses. Ο Hρ: μ- 19 in; H: μ > 19 in O Ho: H > 19 in; H,: µ = 19 in Ο Hg: μ = 19 in; H1: μ+ 19 in Ο Hρ: μ= 19 in; H]: μ< 19 in Ο Hρ: μ< 19 in; H1: μ = 19 in (b) What sampling distribution will you use? Explain the rationale for your choice of sampling distribution. O The Student's t, since the sample size is large and o is unknown. O The standard normal, since the sample size is large and o is unknown. O The standard normal, since the sample size is large and o is known. O The Student's t, since the sample size is large and o is known. What is the value of the sample test statistic? (Round your answer to three decimal places.) (c) Estimate the P-value. O p-value > 0.010 O 0.0010 < P-value < 0.010 O 0.250 < P-value < 0.0010 O 0.125 < P-value < 0.250 O P-value < 0.125
Sketch the sampling distribution and show the area corresponding to the P-value.
a
b
d
-2
-2
2
4
-4
-2
-4
-2
2
4
(d) Based on your answers in parts (a) to (c), will you reject or fail to reject the null hypothesis? Are the data statistically significant at level a?
O At the a = 0.05 level, we reject the null hypothesis and conclude the data are statistically significant.
O At the a = 0.05 level, we reject the null hypothesis and conclude the data are not statistically significant.
O At the a = 0.05 level, we fail to reject the null hypothesis and conclude the data are statistically significant.
O At the a = 0.05 level, we fail to reject the null hypothesis and conclude the data are not statistically significant.
(e) Interpret your conclusion in the context of the application.
O There is sufficient evidence at the 0.05 level to conclude that the average fish length is less than 19 inches.
O There is insufficient evidence at the 0.05 level to conclude that the average fish length is less than 19 inches.
Transcribed Image Text:Sketch the sampling distribution and show the area corresponding to the P-value. a b d -2 -2 2 4 -4 -2 -4 -2 2 4 (d) Based on your answers in parts (a) to (c), will you reject or fail to reject the null hypothesis? Are the data statistically significant at level a? O At the a = 0.05 level, we reject the null hypothesis and conclude the data are statistically significant. O At the a = 0.05 level, we reject the null hypothesis and conclude the data are not statistically significant. O At the a = 0.05 level, we fail to reject the null hypothesis and conclude the data are statistically significant. O At the a = 0.05 level, we fail to reject the null hypothesis and conclude the data are not statistically significant. (e) Interpret your conclusion in the context of the application. O There is sufficient evidence at the 0.05 level to conclude that the average fish length is less than 19 inches. O There is insufficient evidence at the 0.05 level to conclude that the average fish length is less than 19 inches.
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