Talk:Least-Squares Method
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Convergence of Gauss-Seidel for Least Squares[edit source]
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.