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GATE DA 2026 Q45: Limit of a Poisson CDF at its mean

Question

Let

L=lim⁡n→∞∑k=0ne−nnkk!L = \lim_{n \to \infty} \sum_{k=0}^{n} \frac{e^{-n} n^k}{k!}

Which of the following is the value of LL?

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Answer: A (official GATE 2026 final answer key)

Concept used: The sum is P(N≤n)P(N \le n) for N∼Poisson(n)N \sim Poisson(n); by the central limit theorem NN is approximately Normal(n,n)Normal(n, n).

First step: P(N≤n)=P(N−nn≤0)→Φ(0)P(N \le n) = P\left(\dfrac{N - n}{\sqrt{n}} \le 0\right) \to \Phi(0).

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Source: official GATE 2026 DA question paper and final answer key, organised by IIT Guwahati. Question paper · Answer key