that minimizes
The objective is to find the value of that minimizes
This can be solved by finding the derivative of the objective function
with respect to ,
setting equal to zero and solving the resulting system of linear equations.
Differentiating with respect to 
gives
This is better expressed in matrix notation as
where R is the residual vector (nothing to do with the Q-R decomposition!), the Normal Equations.
