Linear	Non-Linear
Algorithms does not require initial values	Algorithms require initial values
Globally concave; Non convergence is not an issue	Non convergence is a common issue
Normally solved using direct methods	Usually an iterative process
Solutions is unique	Multiple minima in the sum of squares
Yields unbiased estimates even when …