In: Statistics and Probability
Breast feeding sometimes results in a temporary loss of bone mass as calcium is depleted in the mother's body to provide for milk production. An investigation gave the following data on total body bone mineral content (g) for a sample of mothers both during breast feeding (B) and in the postweaning period (P).
Subject | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
B | 2385 | 2726 | 2357 | 2379 | 2696 | 2249 | 2067 | 2285 | 2044 | 2609 |
P | 2463 | 2883 | 2381 | 2519 | 2745 | 2303 | 2157 | 2306 | 2060 | 2789 |
Do the data suggest that true average total body bone mineral content during postweaning exceeds that during breast feeding by more than 25 g? State and test the appropriate hypotheses using a significance level of 0.05. (Use a statistical computer package to calculate the P-value. Use μd = μP − μB. Round your test statistic to two decimal places and the P-value to three decimal places.)
t=____
df= ____
p= ____
2) A researcher at a medical college conducted a study of 60 randomly selected male soccer players and concluded that frequently "heading" the ball in soccer lowers players' IQs. The soccer players were divided into two groups, based on whether they averaged 10 or more headers per game. Mean IQs were reported in the article, but the sample sizes and standard deviations were not given. Suppose that these values were as given in the accompanying table. (Use a statistical computer package to calculate P.)
n | Sample Mean |
Sample sd |
|
Fewer Than 10 Headers | 35 | 112 | 10 |
10 or More Headers | 25 | 103 | 8 |
t= ____
df= ___
p= _____
Question 2:
1) Null and Alternative Hypothesis:
H0: frequently "heading" the ball in soccer not lowers players' IQs.
i.e. H0: Mu1 = Mu2
H1: frequently "heading" the ball in soccer lowers players' IQs.
i..e H1: Mu1 > Mu2
2) Decision Rule:
Reject H0 if P-value < alpha 0.05
3) Test Statistic:
4) Degrees of freedom: 35+25-2 = 60-2 = 58.
5) P-Value: 0.0002
since P-value < alplha 0.05 so we reject H0
Thus we conclude that frequently "heading" the ball in soccer lowers players' IQs.