1. **Problem statement:** Given a Poisson random variable $X$ such that $P(X=0) = P(X=1)$, find the expected value $E(X)$.
2. **Recall the Poisson distribution formula:**
$$P(X=k) = \frac{e^{-\lambda} \lambda^k}{k!}$$
where $\lambda = E(X)$ is the parameter of the distribution.
3. **Apply the given condition:**
$$P(X=0) = P(X=1)$$
Substitute the formula:
$$\frac{e^{-\lambda} \lambda^0}{0!} = \frac{e^{-\lambda} \lambda^1}{1!}$$
4. **Simplify the equation:**
$$e^{-\lambda} = e^{-\lambda} \lambda$$
Divide both sides by $e^{-\lambda}$ (which is never zero):
$$1 = \lambda$$
5. **Conclusion:**
The expected value of $X$ is:
$$E(X) = \lambda = 1$$
Poisson Expected Value Acd19C
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