In: Statistics and Probability
using this data set, use statkey to show if theres a correlation between age and alcohol consumpion please? shown appropriate form of graphs and or calculations. Alcohol consumption key is 1= regular drinker. 2= not regular drinker
Age |
21 |
19 |
34 |
19 |
19 |
21 |
24 |
20 |
20 |
18 |
18 |
18 |
18 |
18 |
19 |
20 |
19 |
20 |
18 |
19 |
19 |
20 |
18 |
19 |
19 |
20 |
19 |
22 |
22 |
45 |
23 |
19 |
21 |
20 |
23 |
20 |
20 |
19 |
19 |
18 |
20 |
22 |
28 |
26 |
20 |
19 |
19 |
23 |
19 |
22 |
19 |
19 |
20 |
23 |
18 |
19 |
19 |
20 |
23 |
21 |
20 |
22 |
28 |
18 |
20 |
21 |
41 |
18 |
20 |
18 |
20 |
19 |
18 |
20 |
20 |
22 |
20 |
20 |
19 |
25 |
Alcohol |
2 |
2 |
2 |
2 |
2 |
2 |
2 |
1 |
2 |
1 |
2 |
1 |
1 |
2 |
2 |
1 |
2 |
2 |
1 |
1 |
1 |
2 |
1 |
1 |
1 |
2 |
2 |
1 |
1 |
2 |
1 |
2 |
2 |
1 |
1 |
2 |
1 |
2 |
1 |
1 |
1 |
1 |
2 |
1 |
2 |
1 |
2 |
1 |
1 |
1 |
1 |
2 |
2 |
2 |
2 |
2 |
1 |
1 |
1 |
2 |
1 |
1 |
1 |
1 |
1 |
1 |
2 |
1 |
1 |
1 |
1 |
1 |
1 |
1 |
1 |
2 |
1 |
1 |
1 |
2 |
The StatKey output is:
The hypothesis being tested is:
H0: r = 0
Ha: r ≠ 0
The p-value is 0.050.
Since the p-value (0.050) is equal than the significance level (0.05), we can reject the null hypothesis.
Therefore, we can conclude that there is a correlation between age and alcohol consumption.