Binomial Probability 710F7A
1. **Problem statement:**
Given the random variable $X$ with probability mass function
$$P(X = k) = \binom{3}{k} \cdot 0.1^k \cdot 0.9^{3-k}$$
(a) List all possible values of $k$.
(b) Calculate $P(X \leq 2)$.
2. **Formula and explanation:**
This is a binomial distribution with parameters $n=3$ and $p=0.1$.
- The possible values of $k$ are integers from $0$ to $n$ inclusive.
- The binomial probability formula is:
$$P(X = k) = \binom{n}{k} p^k (1-p)^{n-k}$$
3. **Solution for (a):**
Since $n=3$, the possible values of $k$ are:
$$k = 0, 1, 2, 3$$
4. **Solution for (b):**
Calculate $P(X \leq 2) = P(X=0) + P(X=1) + P(X=2)$.
Calculate each term:
- $P(X=0) = \binom{3}{0} 0.1^0 0.9^3 = 1 \cdot 1 \cdot 0.9^3 = 0.729$
- $P(X=1) = \binom{3}{1} 0.1^1 0.9^2 = 3 \cdot 0.1 \cdot 0.81 = 0.243$
- $P(X=2) = \binom{3}{2} 0.1^2 0.9^1 = 3 \cdot 0.01 \cdot 0.9 = 0.027$
Sum these probabilities:
$$P(X \leq 2) = 0.729 + 0.243 + 0.027 = 0.999$$
5. **Final answers:**
- (a) $k = 0, 1, 2, 3$
- (b) $P(X \leq 2) = 0.999$