In: Statistics and Probability
A local university reports that 3% of its students take their general education courses on a pass/fail basis. Assume that 50 students are registered for a general education course.
a. Define the random variable in words for this experiment.
b. What is the expected number of students who have registered on a pass/fail basis?
c. What is the probability that exactly 5 are registered on a pass/fail basis?
d. What is the probability that more than 3 are registered on a pass/fail basis?
e. What is the probability that less than 4 are registered on a pass/fail basis?
a.
The random variable is number of students out of 50 students take their general education courses on a pass/fail basis.
b.
X ~ Binomial(n = 50, p = 0.03)
Expected number of students who have registered on a pass/fail basis = np
= 50 * 0.03
= 1.5
c.
Probability that exactly 5 are registered on a pass/fail basis = P(X = 5)
= 0.01307
d.
Probability that more than 3 are registered on a pass/fail basis = P(X > 3)
= 1 - P(X 3)
= 1 - [P(X = 0) + P(X = 1) + P(X = 2) + P(X = 3)]
= 1 - 0.2180654 - 0.3372145 - 0.2555182 - 0.1264420
= 0.06276
e.
Probability that less than 4 are registered on a pass/fail basis = P(X < 4) = P(X 3)
= P(X = 0) + P(X = 1) + P(X = 2) + P(X = 3)
= 0.2180654 + 0.3372145 + 0.2555182+ 0.1264420
= 0.9372401