Proof of Second Partials Test

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How does one rigorously prove the second partials test without firstly assuming that $D(a,b)=AC-B^2$ that states the following: $ A=\frac {\partial^{2}f(a,b)}{\partial x^{2}},B=$$\frac {\partial^{2}f(a,b)}{\partial x\partial y}$$C=\frac {\partial^{2}f(a,b)}{\partial y^{2}}$

  1. If $AC-B^{2}>0, A>0:$ $(a,b)$ is a local minimum.
  2. If $AC-B^{2}>0, A<0:$ $(a,b)$ is a local maximum.
  3. If $AC-B^{2}<0,$ $(a,b)$ is a saddle point.
  4. If $AC-B^{2}=0,$ $(a,b)$ is inconclusive.

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