Defective Cellphones E1C1F3
1. **Problem Statement:** We are testing 3 cellphones and want to find the probability distribution of the random variable $x$, which represents the number of defective cellphones. Let $D$ be defective and $N$ be non-defective.
2. **Understanding the Random Variable:** The random variable $x$ can take values $0, 1, 2,$ or $3$ because there can be from zero to all three cellphones defective.
3. **Assumptions:** We assume each cellphone is defective independently with some probability $p$. Since $p$ is not given, we will express probabilities in terms of $p$.
4. **Probability Distribution Formula:** The number of defective cellphones $x$ follows a binomial distribution:
$$P(x=k) = \binom{3}{k} p^k (1-p)^{3-k}$$
where $k = 0,1,2,3$.
5. **Calculating Each Probability:**
- $P(x=0) = \binom{3}{0} p^0 (1-p)^3 = (1-p)^3$
- $P(x=1) = \binom{3}{1} p^1 (1-p)^2 = 3p(1-p)^2$
- $P(x=2) = \binom{3}{2} p^2 (1-p)^1 = 3p^2(1-p)$
- $P(x=3) = \binom{3}{3} p^3 (1-p)^0 = p^3$
6. **Summary:** The probability distribution of $x$ is:
$$\begin{aligned}
P(x=0) &= (1-p)^3 \\
P(x=1) &= 3p(1-p)^2 \\
P(x=2) &= 3p^2(1-p) \\
P(x=3) &= p^3
\end{aligned}$$
This distribution gives the probabilities of having 0, 1, 2, or 3 defective cellphones out of 3 tested, depending on the defect probability $p$.