1. **State the problem:** We want to find the probability that exactly 5 out of 25 randomly selected loans are minority loans, given that the bank claims 10 out of 100 loans are minority loans.
2. **Identify the distribution:** This is a hypergeometric probability problem because we are sampling without replacement from a finite population.
3. **Formula:** The hypergeometric probability is given by
$$P(X = k) = \frac{\binom{K}{k} \binom{N-K}{n-k}}{\binom{N}{n}}$$
where:
- $N = 100$ (total loans),
- $K = 10$ (minority loans in population),
- $n = 25$ (sample size),
- $k = 5$ (number of minority loans in sample).
4. **Apply values:**
$$P(X = 5) = \frac{\binom{10}{5} \binom{90}{20}}{\binom{100}{25}}$$
5. **Interpretation:** This formula calculates the probability of selecting exactly 5 minority loans in a sample of 25, assuming the bank's claim is true.
**Final answer:**
$$\boxed{P(X=5) = \frac{\binom{10}{5} \binom{90}{20}}{\binom{100}{25}}}$$
Minority Loan Probability 3Dc8D9
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