In: Statistics and Probability
AM -vs- PM Height: We want to test the claim that people are taller in the morning than in the evening. Morning height and evening height were measured for 32 randomly selected adults and the difference (morning height) − (evening height) for each adult was recorded. The mean difference was 0.22 cm with a standard deviation of 0.41 cm. Use this information to test the claim that on average people are taller in the morning than in the evening. Test this claim at the 0.01 significance level.
(a) In mathematical notation, the claim is which of the following?
μ > 0μ ≠ 0
μ < 0μ = 0
(b) What is the test statistic? Round your answer to 2
decimal places.
tx=
(c) Use software to get the P-value of the test statistic.
Round to 4 decimal places.
P-value =
(d) What is the conclusion regarding the null hypothesis?
reject H0
fail to reject H0
(e) Choose the appropriate concluding statement.
The data supports the claim that on average people are taller in the morning than in the evening.
There is not enough data to support the claim that on average people are taller in the morning than in the evening.
We reject the claim that on average people are taller in the morning than in the evening.
We have proven that on average people are taller in the morning than in the evening.
Answer:-
Given That:-
AM -vs- PM Height: We want to test the claim that people are taller in the morning than in the evening. Morning height and evening height were measured for 32 randomly selected adults and the difference (morning height) − (evening height) for each adult was recorded. The mean difference was 0.22 cm with a standard deviation of 0.41 cm.
(a) In mathematical notation, the claim is which of the following?
μ > 0μ ≠ 0
μ < 0μ = 0
Claim: People are taller in the morning than in the evening.
The null and alternative hypothesis is
Level of significance = 0.05
Sample size n = 32
Sample mean of difference d = 0.21
Sample standard deviation of difference Sd = 0.40
(b) What is the test statistic? Round your answer to 2
decimal places.
tx=
Test statistic is
(c) Use software to get the P-value of the test statistic.
Round to 4 decimal places.
P-value =
Degrees of freedom = n - 1
= 32 - 1
= 31
P-value = P(T > 2.97)
P-value = 0.0029
(d) What is the conclusion regarding the null
hypothesis?
reject H0
fail to reject H0
P-value < 0.05
we reject null hypothesis.
(e) Choose the appropriate concluding
statement.
The data supports the claim that on average people are taller in the morning than in the evening.
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