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Let $X$ and $Y$ be independent Gaussian random variables with means $1$ and $2$ and variances $3$ and $4$ respectively. What is the minimum possible value of $\mathbf{E}\left[(X+Y-t)^{2}\right]$, when $t$ varies over all real numbers?

  1. $7$
  2. $5$
  3. $1.5$
  4. $3.5$
  5. $2.5$
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