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  | 
|