In: Statistics and Probability
Nonparametric: A small study is conducted to compare birth weight in babies born to mothers who do not smoke to those that smoke more than ½ pack/day. Is there a significant difference between birth weights due to maternal smoking status? Use the Mann-Whitney U test with a 5% level of significance. What is R1 (non-smokers)?
Birth weights of infants in two groups of mothers. (Observed data)
Nonsmokers |
Heavy Smokers (≥1/2 pack/day) |
8.6 |
7.0 |
8.5 |
5.2 |
6.3 |
6.1 |
9.3 |
6.7 |
8.0 |
6.6 |
6.8 |
7.4 |
4.9 |
|
6.3 |
Nonparametric: A small study is conducted to compare birth weight in babies born to mothers who do not smoke to those that smoke more than ½ pack/day. Is there a significant difference between birth weights due to maternal smoking status? Use the Mann-Whitney U test with a 5% level of significance. What is R1 (non-smokers)?
R1= 62.5
Calculated test value =2.19, P=0.0282 which is < 0.05 level of significance. Ho is rejected.
There is a significant difference between birth weights due to maternal smoking status.
Wilcoxon - Mann/Whitney Test |
||||
n |
sum of ranks |
|||
6 |
62.5 |
Nonsmokers |
||
8 |
42.5 |
Heavy Smokers |
||
14 |
105 |
total |
||
45.00 |
expected value |
|||
7.75 |
standard deviation |
|||
2.19 |
z |
|||
.0282 |
p-value (two-tailed) |
|||
No. |
Label |
Data |
Rank |
|
1 |
Nonsmokers |
8.6 |
13 |
|
2 |
Nonsmokers |
8.5 |
12 |
|
3 |
Nonsmokers |
6.3 |
4.5 |
|
4 |
Nonsmokers |
9.3 |
14 |
|
5 |
Nonsmokers |
8 |
11 |
|
6 |
Nonsmokers |
6.8 |
8 |
|
7 |
Heavy Smokers |
7 |
9 |
|
8 |
Heavy Smokers |
5.2 |
2 |
|
9 |
Heavy Smokers |
6.1 |
3 |
|
10 |
Heavy Smokers |
6.7 |
7 |
|
11 |
Heavy Smokers |
6.6 |
6 |
|
12 |
Heavy Smokers |
7.4 |
10 |
|
13 |
Heavy Smokers |
4.9 |
1 |
|
14 |
Heavy Smokers |
6.3 |
4.5 |