Directional error of a first-order Taylor approximation
ID: directional-error-of-a-first-order-taylor-approximation
For a fixed unit direction , the multivariable Taylor expansion gives the displayed leading error. Equal directional derivatives in two directions do not imply equal approximation errors: the linear changes depend on the gradient, while the quadratic errors depend on the Hessian matrix. For example, at the origin has equal derivatives in the two coordinate directions but errors and .
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