In: Statistics and Probability
Given the following sample observations, draw a scatter diagram on a separate piece of paper. (Round your answers to 3 decimal places.) X: -6 -17 12 3 17 Y: 52 248 151 4 341
The coefficient of correlation is .
Does the relationship between the variables appear to be linear?
Try squaring the X- variable and then determine the correlation coefficient. .
This is a simple problem related to
1. Tracing a scatter plot
2. Determining its coefficient of correlation and
3. Determining the coefficient of correlation for X square.
We noted down the values of X and Y in the table below and drew its corresponding scatter plot in excel ( Excel -> insert-> scatter plot)
X | Y |
6 | 52 |
17 | 248 |
12 | 151 |
3 | 4 |
17 | 341 |
Scatter plot with the linear regression equation and R2 value.
Calculation of coefficent of correlation
Thus the coefficent of correlation is found to be 0.963 or 96.3 %
Now to find the coefficient of correlation when the X values are squared keeping Y value as same
Thus the coefficent of correlation in this case will be equal to 0.97 or 97 % (it has increased marginally)