Question

In: Statistics and Probability

Given the following sample observations, draw a scatter diagram on a separate piece of paper. (Round...

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. .

Solutions

Expert Solution

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)


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