To calculate the probability that at least 3 out of 7 people pass their driver's test on the first attempt, you can use the complement rule, which states:
P(X ≥ k) = 1 - P(X < k)
In this case, k represents the minimum number of people passing, which is 3 or more. So, you need to calculate the probability that fewer than 3 people pass, and then subtract that from 1.
Let's calculate it step by step:
P(X < 3) means the probability that fewer than 3 people pass on their first attempt. You can calculate this using the binomial probability formula:
P(X < 3) = P(X = 0) + P(X = 1) + P(X = 2)
Now, calculate each of these probabilities:
P(X = 0) = (0.35^7) * (1 - 0.35)^(7 - 0) * C(7, 0) = 0.00082236891 (Using the binomial probability formula)
P(X = 1) = (0.35^7) * (1 - 0.35)^(7 - 1) * C(7, 1) = 0.00765760794
P(X = 2) = (0.35^7) * (1 - 0.35)^(7 - 2) * C(7, 2) = 0.031763425
Now, add these probabilities together to find P(X < 3):
P(X < 3) = 0.00082236891 + 0.00765760794 + 0.031763425 ≈ 0.04024340185
Finally, use the complement rule to find P(X ≥ 3):
P(X ≥ 3) = 1 - P(X < 3) ≈ 1 - 0.04024340185 ≈ 0.95975659815
So, the probability that at least 3 people pass their driver's tests on the first attempt is approximately 0.9598 (rounded to four decimal places).
Therefore, the correct equation to calculate this probability is:
P(X ≥ 3) = 1 - P(X < 3)