In: Statistics and Probability
Determine correlation coefficient and determination coefficient.
quarantine days | Covid-19 deaths |
2 | 25 |
5 | 20 |
8 | 19 |
10 | 17 |
13 | 13 |
15 | 10 |
18 | 10 |
20 | 8 |
25 | 5 |
30 | 5 |
Correlation coefficient (r)
Determination coefficient (r2)
Solution:-
We have given data as
Sr.no. | Quarantine daus(X) | Covid-19 Death (Y) | X^2 | Y^2 | X*Y |
---|---|---|---|---|---|
1 | 2 | 25 | 4 | 625 | 50 |
2 | 5 | 20 | 25 | 400 | 100 |
3 | 8 | 19 | 64 | 361 | 152 |
4 | 10 | 17 | 100 | 289 | 170 |
5 | 13 | 13 | 169 | 169 | 169 |
6 | 15 | 10 | 225 | 100 | 150 |
7 | 18 | 10 | 324 | 100 | 180 |
8 | 20 | 8 | 400 | 64 | 160 |
9 | 25 | 5 | 625 | 25 | 125 |
10 | 30 | 5 | 900 | 25 | 150 |
Total | 146 | 132 | 2836 | 2158 | 1406 |
Now here we want to find correlation coefficient between quarantine days and covid-19 Death
The formula for correlation coefficient is
Now,
Coefficient of determination is given by formula
Result :-
1)The correlation coefficient between quarantine days and covid-19 Death is r = -0.9633
2)The coefficient of determination between quarantine days and covid-19 death is R^2 = 0.9279