1. **State the problem:** We have a random variable $x$ that follows a Poisson distribution with parameter $\lambda = 4$. We want to find the probability $P(x=0)$.
2. **Recall the Poisson probability formula:** For a Poisson random variable with parameter $\lambda$, the probability of observing exactly $k$ events is given by:
$$P(x=k) = \frac{\lambda^k e^{-\lambda}}{k!}$$
3. **Apply the formula for $k=0$:**
$$P(x=0) = \frac{4^0 e^{-4}}{0!}$$
4. **Simplify the expression:**
Since $4^0 = 1$ and $0! = 1$, we have:
$$P(x=0) = e^{-4}$$
5. **Interpretation:** The probability that $x$ equals zero when $x$ is Poisson distributed with mean 4 is $e^{-4}$.
**Final answer:**
$$P(x=0) = e^{-4}$$
Poisson Probability 794A1F
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