Question

In: Statistics and Probability

Lactation promotes a temporary loss of bone mass to provide adequate amounts of calcium for milk...

Lactation promotes a temporary loss of bone mass to provide adequate amounts of calcium for milk production. A paper gave the following data on total body bone mineral content (TBBMC) (g) for a sample both during lactation (L) and in the postweaning period (P).

Subject
1 2 3 4 5 6 7 8 9 10
L 1927 2547 2825 1923 1628 2175 2111 2621 1843 2543
P 2127 2885 2895 1945 1750 2183 2164 2626 2006 2628

(a) Does the data suggest that true average total body bone mineral content during postweaning exceeds that during lactation by more than 25 g? State and test the appropriate hypotheses using a significance level of 0.05. [Note: The appropriate normal probability plot shows some curvature but not enough to cast substantial doubt on a normality assumption.] (Use μD = μPμL.)

H0: μD = 25
Ha: μD > 25 H0: μD = 25
Ha: μD < 25     H0: μD = 25
Ha: μD ≠ 25 H0: μD = 25
Ha: μD ≤ 25


Calculate the test statistic and determine the P-value. (Round your test statistic to two decimal places and your P-value to three decimal places.)

t = 2
P-value = 3



State the conclusion in the problem context.

Fail to reject H0. The data suggests that the true average total body bone mineral content during postweaning does not exceed that during lactation by more than 25 g. Reject H0. The data suggests that the true average total body bone mineral content during postweaning does not exceed that during lactation by more than 25 g.     Fail to reject H0. The data suggests that the true average total body bone mineral content during postweaning exceeds that during lactation by more than 25 g. Reject H0. The data suggests that the true average total body bone mineral content during postweaning exceeds that during lactation by more than 25 g.


(b) Calculate an upper confidence bound using a 95% confidence level for the true average difference between TBBMC during postweaning and during lactation. (Round your answer to two decimal places.)
5 g

Solutions

Expert Solution

a)

H0: μD = 25
Ha: μD > 25

t =2.48

p value =0.018

since p value <0.05

Reject H0. The data suggests that the true average total body bone mineral content during postweaning exceeds that during lactation by more than 25 g.

b)

for 95% upper CI; and 9 degree of freedom, value of t= 1.833
therefore confidence interval=sample mean -/+ t*std error
margin of errror          =t*std error=             60.356
upper confidence limit                    = 166.95

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