Non Linear Relationships
If the correlation coefficient and the scatter diagram do not indicate linear relationship, then the relationship may be nonlinear. Two such relationships are of peculiar interest
y = abx and y = axb
Both of these can be decreased to linear model. Multiple or simple linear regression methods are then utilized to determine the values of the coefficients.