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have a squared form. We know that a squared function is always positive. The principal minors of orders 2 and 3 are equal to zero. It can be concluded that Δₖ ≥ 0 ∀ k Hence the Hessian of J(w) is Positive Semidefinite (but not Positive Definite). 4. Comment on convexity - Before we comment on the