In: Math
An exam has 5 questions and each of them has 4
possible answers. A student gets 3 points
for each correct answer and loses 1 point for each wrong answer.
Consider a student who
answers all questions completely at random. Let X denote the number
of correct answers and
Y the number of points of this student at the end of the test. (A
negative score is possible).
(a) Compute the mean and the standard deviation of Y , µY and σY
.
(b) Compute P(µY − σY ≤ Y ≤ µY + σY ) and P(µY − 2σY ≤ Y ≤ µY + 2σY
).
(c) What is the probability that the student above gets a positive
score?
(a) X is the number of correct answers , X takes values from 0 to 5
When X=0 , that means 0 correct answers , 5 wrong answers
For 5 wrong answers 5 points will be deducted , Y=-5
For X=1(1 correct , 4 wrong) , Y=3-4 =-1
For finding probability , we use binomial probability law
n= 5, p= 1/4 (probability of selecting correct answer)
We get the following table
X | Y | P(Y) | Y.P(Y) | Y^2P(Y) | |
0 | -5 | 0.2373 | -1.1865 | 5.9326 | |
1 | -1 | 0.3955 | -0.3955 | 0.3955 | |
2 | 3 | 0.2637 | 0.7910 | 2.3730 | |
3 | 7 | 0.0879 | 0.6152 | 4.3066 | |
4 | 11 | 0.0146 | 0.1611 | 1.7725 | |
5 | 15 | 0.0010 | 0.0146 | 0.2197 | |
sum | 30 | 1 | -0.0001 | 15 |
Mean is
= -0.0001
Standard deviation of Y is
=
(b)
=
=
= P(Y=-5) +P(Y=-1) +P(Y=3)
= 0.8965
=
=
= P(Y=-5) +P(Y=-1) +P(Y=3) +P(Y=7)
= 0.9844
(c)
P( getting positive score) =P(Y >0)
=P(Y=3) +....+P(Y=15)
= 0.3672