In: Statistics and Probability
Each week, Stéphane needs to prepare 4 exercises for the following week's homework assignment. The number of problems he creates in a week follows a Poisson distribution with mean 6.9.
a. What is the probability that Stéphane manages to create enough exercises for the following week's homework? Round your answer to 4 decimal places.
b. Unfortunately, each week there is a 42% chance that a visiting scholar from Switzerland arrives and burdens Stéphane with research questions all week. During these weeks he only writes an average of 3.45 exercises. If Stéphane fails to write 4 exercises one week, what is the probably that he received a visiting scholar that week? Round your answer to 4 decimal places.
c. The last week of the semester, Stéphane
decides to "reward" the students by no longer limiting himself to 4
exercises, and instead assigning every exercise he writes. If a
student with a 55% chance of correctly answering an exercise is
expected to answer 2.75 questions correctly, what is the probably
that Stéphane did not have a visitor that week? Round your answer
to 4 decimal places.
Hint: First find the number of exercises in the last week of the
semester from the chance and expected value of the correct
answers.
Part (a)
Required probability
= P(Stephane creates at least 4 exercises)
= P(X >= 4), where X follows Pois(6.9)
= 0.9129 (approximately)
Part (b)
Let us write A be the event that Stephane received a visiting scholar in the current week and B be the event that Stephane fails to create 4 exercises.
Then by the problem, P(A) = 0.42
Also, Ac is the event that Stephane did not receive a visiting scholar, with P(Ac) = 1 - 0.42 = 0.58
Required probability
Part (c)
Suppose Stephane created k exercises in the last week of the semester. Then the expected number of corrected questions by a student with 55% chance of correctly answering each question is 0.55 * k, assuming that the the probability of correct answer is the same for all the exercises.
By the problem, 0.55 * k = 2.75, which implies k = 5.
Let C be the event that Stephane created 5 exercises in the last week.
Then required probability