1. **Problem statement:** Given a Poisson random variable $X$ with $P(X=0) = \frac{1}{2}$, find the expected value $E(X)$.
2. **Recall the Poisson distribution formula:**
$$P(X=k) = \frac{\lambda^k e^{-\lambda}}{k!}$$
where $\lambda = E(X)$ is the mean (expected value) of the distribution.
3. **Use the given probability:**
For $k=0$,
$$P(X=0) = \frac{\lambda^0 e^{-\lambda}}{0!} = e^{-\lambda}$$
Given $P(X=0) = \frac{1}{2}$, so
$$e^{-\lambda} = \frac{1}{2}$$
4. **Solve for $\lambda$:**
Take natural logarithm on both sides,
$$-\lambda = \ln\left(\frac{1}{2}\right) = -\ln(2)$$
Thus,
$$\lambda = \ln(2)$$
5. **Conclusion:**
The expected value of $X$ is
$$E(X) = \lambda = \ln(2) \approx 0.693$$
Poisson Expected Value F34979
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