Find the correlation coefficient of the following linear equation round your r value to two decimal places if necessary

Y equals -3/2 x + 6
R=

1 answer

To find the correlation coefficient \( r \) for the linear equation \( Y = -\frac{3}{2}x + 6 \), note that the equation is in the slope-intercept form \( Y = mx + b \), where \( m \) is the slope and \( b \) is the y-intercept.

The correlation coefficient \( r \) indicates the strength and direction of the linear relationship between two variables. In the case of a simple linear regression, it can be derived from the slope \( m \).

Here, the slope \( m = -\frac{3}{2} \).

The correlation coefficient \( r \) is equal to the sign of the slope:

  • If \( m > 0 \), \( r \) is positive.
  • If \( m < 0 \), \( r \) is negative.

Since \( m = -\frac{3}{2} < 0 \), we conclude that \( r \) must be negative.

To find the exact value of \( r \), since we are dealing with a simple linear regression, \( r \) will be equal to the sign of the slope in this case as for perfect linear relationships:

\[ r = -1 \]

Thus, the correlation coefficient \( r \) is:

\[ \boxed{-1} \]