A random sample of n 1 = 16 communities in western Kansas gave the following information for people under 25 years of age. x 1 : Rate of hay fever per 1000 population for people under 25 100 92 122...


A random sample ofn
1 = 16 communities in western Kansas gave the following information for people under 25 years of age.




x
1:   Rate of hay fever per 1000 population for people under 25
























100921221309012311293
125951251179712212788


A random sample ofn
2 = 14 regions in western Kansas gave the following information for people over 50 years old.




x
2:   Rate of hay fever per 1000 population for people over 50






















941091039511088110
79115100891148596

(i) Use a calculator to calculate x1,s
1, x2, ands
2. (Round your answers to four decimal places.)





















x1
=

s
1
=
x2
=

s
2
=



(ii) Assume that the hay fever rate in each age group has an approximately normal distribution. Do the data indicate that the age group over 50 has a lower rate of hay fever? Use ? = 0.05.
(a) What is the level of significance?=___


State the null and alternate hypotheses.



A-H
0: ?1 = ?2;H
1: ?1 ≠ ?2


B-H
0: ?1 > ?2;H
1: ?1 = ?2


C-H
0: ?1 = ?2;H
1: ?1 > ?2


D-H
0: ?1 = ?2;H
1: ?1 <>2



(b) What sampling distribution will you use? What assumptions are you making?

A-The standard normal. We assume that both population distributions are approximately normal with known standard deviations.

B-The Student'st. We assume that both population distributions are approximately normal with unknown standard deviations.

C-The standard normal. We assume that both population distributions are approximately normal with unknown standard deviations.

D-The Student'st. We assume that both population distributions are approximately normal with known standard deviations.


What is the value of the sample test statistic? (Test the difference ?1 − ?2. Round your answer to three decimal places.)=____
(c) Find (or estimate) theP-value.




A-P-value > 0.250

B-0.125 P-value <>

C-0.050 P-value <>

D-0.025 P-value <>

E-0.005 P-value <>


F-P-value <>

Sketch the sampling distribution and show the area corresponding to theP-value.



(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-At the ? = 0.05 level, we fail to reject the null hypothesis and conclude the data are not statistically significant.

B-At the ? = 0.05 level, we reject the null hypothesis and conclude the data are not statistically significant.

C-At the ? = 0.05 level, we fail to reject the null hypothesis and conclude the data are statistically significant.

D-At the ? = 0.05 level, we reject the null hypothesis and conclude the data are statistically significant.




(e) Interpret your conclusion in the context of the application.


A-Fail to reject the null hypothesis, there is insufficient evidence that the mean rate of hay fever is lower for the age group over 50.

B-Reject the null hypothesis, there is insufficient evidence that the mean rate of hay fever is lower for the age group over 50.

C-Reject the null hypothesis, there is sufficient evidence that the mean rate of hay fever is lower for the age group over 50.

D-Fail to reject the null hypothesis, there is sufficient evidence that the mean rate of hay fever is lower for the age group over 50.


Jun 09, 2022
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