Talk:Least-Squares Method

Convergence of Gauss-Seidel for Least Squares
The page currently reads: "Generally, the equations might not result in diagonal dominated matrices, so Gauss-Seidel method is not recommended."

However the Gram matrix is positive semi-definite, so Gauss-Seidel is guaranteed to converge if there is a solution.