In: Statistics and Probability
Given: There are 5 multiple choice questions in a quiz and each question has 4 possible answers. Only one option out of 4 could be correct. Therefore, the probability of guessing a question correctly would be 1/4.
If there are n questions , then the probability of answering x questions correctly, if answers are chosen at random, is given by Binomial distribution as below
P(X=x)= (n C x)*(p)^x *(q)^n−x
here , p=1/4 (one option out of 4 is correct) and q=3/4 (3 option out of 4 are incorrect)
a) The probability of that student getting a passing grade(60% correct is passing)
i.e. P(three questions are correctly answered)
Consider YYYNN as first three right and next two wrong ,
we know that, the probability of YYYNN (first three right, next two wrong) is (1/4)^3 *(3/4)^2
but there are (5C3) total ways for three right and two wrong.
Therefore, we multiply probability (1/4)^3 *(3/4)^2 by (5C3)
P(X=3)= (5 C 3)*(1/4)^3 *(3/4)^2 = 0.087891
b) the probability of that student getting a B or better (a low B is 80%)
i.e. P(4 or more questions are correctly answered)
P(X>=4)= P(X=4)+ P(X =5)
= (5 C 4)*(1/4)^4 *(3/4)^1 + (5 C 5)*(1/4)^5 *(3/4)^0
=0.014648 + 0.000977
=0.015625
c) the probability of that student failing the quiz
i.e. P(none of the questions are correctly answered (all questions are wrongly answered))
P(X=0)= (5 C 0)*(1/4)^0 *(3/4)^5
= 0.237305