Step 1: Understand the problem
The probability that a person chosen at random is left-handed is \(0.1\). We have a group of 10 people, and we want the probability that exactly one person is left-handed.
Step 2: Define the variables
Let \(p = 0.1\) be the probability of being left-handed,
and \(q = 1 - p = 0.9\) be the probability of being right-handed.
Step 3: Use the binomial distribution formula
The probability of exactly \(k\) successes (left-handed) in \(n\) trials (people) is given by:
\[
P(X = k) = \binom{n}{k} p^k q^{n-k}
\]
Step 4: Apply values for \(k=1\) and \(n=10\)
\[
P(X=1) = \binom{10}{1} (0.1)^1 (0.9)^9 = 10 \times 0.1 \times (0.9)^9 = (0.9)^9
\]
Here, the \(10 \times 0.1 = 1\) simplifies out, leaving only \((0.9)^9\).
Step 5: Conclusion
The probability that exactly one person is left-handed in a group of 10 is:
\[
(0.9)^9
\]