Model validation
The best-fit models developed for trees and shrubs have been validated by testing the regression assumptions. Model validation confirms that the model complies with underlying assumptions. All regression-type techniques are based on a series of assumptions, those of prime importance is the residuals are independent, residuals follow a normal distribution andresiduals variance is constant(homoscedasticity).