If $x = a \cos \theta$ and $y = b \sin \theta$,then find the value of $\left[\frac{d^2 y}{d x^2}\right]_{\theta = \frac{\pi}{4}}$.

  • A
    $2\left(\frac{a^2}{b}\right)$
  • B
    $\sqrt{2}\left(\frac{a^2}{b}\right)$
  • C
    $-2 \sqrt{2}\left(\frac{b}{a^2}\right)$
  • D
    $-2 \sqrt{2}\left(\frac{b}{a^2}\right)$

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