1. **Problem statement:** We are given a binomial distribution $X \sim b(15, 0.4)$ and asked to find $P(X=7)$.
2. **Formula:** The binomial probability formula is
$$P(X=k) = \binom{n}{k} p^k (1-p)^{n-k}$$
where $n=15$, $p=0.4$, and $k=7$.
3. **Calculate $P(X=7)$:**
$$P(X=7) = \binom{15}{7} (0.4)^7 (0.6)^8$$
4. **Calculate the binomial coefficient:**
$$\binom{15}{7} = \frac{15!}{7! \cdot 8!} = 6435$$
5. **Calculate powers:**
$$(0.4)^7 = 0.0016384$$
$$(0.6)^8 = 0.01679616$$
6. **Multiply all parts:**
$$P(X=7) = 6435 \times 0.0016384 \times 0.01679616 = 0.177$$
**Final answer:**
$$\boxed{P(X=7) \approx 0.177}$$
Binomial Probability 608Da7
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