In: Statistics and Probability
Bob is a recent law school graduate who intends to take the state bar exam. According to the National Conference on Bar Examiners, about 55% of all people who take the state bar exam pass. Let n = 1, 2, 3, ... represent the number of times a person takes the bar exam until the first pass.
(a) Write out a formula for the probability distribution of the
random variable n. (Use p and n in your
answer.)
P(n) =
(b) What is the probability that Bob first passes the bar exam on
the second try (n = 2)? (Use 3 decimal places.)
(c) What is the probability that Bob needs three attempts to pass
the bar exam? (Use 3 decimal places.)
(d) What is the probability that Bob needs more than three attempts
to pass the bar exam? (Use 3 decimal places.)
(e) What is the expected number of attempts at the state bar exam
Bob must make for his (first) pass? Hint: Use
μfor the geometric distribution and round.
Answer:
Given that:
Bob is a recent law school graduate who intends to take the state bar exam. According to the National Conference on Bar Examiners, about 55% of all people who take the state bar exam pass. Let n = 1, 2, 3, ... represent the number of times a person takes the bar exam until the first pass.
(a) Write out a formula for the probability distribution of
the random variable n.
Write the formula for the probability distribution of the random variable n
From the given information the random variable n denotes the number of times a person takes the bar exam until the fist pass with the probability of passing the bar exam is 0.55.
Hence, the random variable n follows geometric distribution and its
probability mass function is given below:
Hence, the formula for the probability distribution of the random
variable n is
(b) What is the probability that Bob first passes the bar exam on the second try (n = 2)
Find the probability that Bob first passes the bar exam on the second try
The required probability is,
Thus, the probability that bob first passes the bar exam on the second try is 0.112
(c) What is the probability that Bob needs three attempts to pass the bar exam
Find the probability that Bob needs three attempts to pass the box
exam
The required probability is,
Thus, the probability that Bob needs three attempts to pass the bar
exam is 0.051
(d) What is the probability that Bob needs more than three attempts to pass the bar exam?
Find the probability that Bob needs more than three attempts to
pass the bar exam
The required probability is,
Thus, the probability that Bob needs more than three attempts to pass the ban exam 0.592
(e) What is the expected number of attempts at the state
bar exam Bob must make for his (first)
pass
Find the expected number of attempts at the state bar exam Bob
must make for Me first pass.
Formula for expected number of attempts is 1/p
Therefore.
Mean = 1/p
= 1/0.55
= 1.818
= 2
Thus. the expected number of attempts at the state bar exam Bob
must make for Me fast pass is 2