In: Statistics and Probability
Let X represent the number of times a student visits a bookstore in a one-month period. Assume that the probability distribution of X is as follows: Let X represent the number of times a student visits a bookstore in a one-month period. Assume that the probability distribution of X is as follows:
x |
0 |
1 |
2 |
3 |
p(x) |
0.15 |
0.20 |
0.45 |
? |
Find the mean µ and the standard deviation σ of this distribution.
(1 mark)
(1 mark)
X; Number times a student visits a book store in a month
Probability distribution of X :
x | 0 | 1 | 2 | 3 |
p(x) | 0.15 | 0.20 | 0.45 | ? |
For p(x) to be valid probability mass fucntion;
Then
0.15+0.20+0.45+? = 1 ;
? = 1-(0.15+0.20+0.45) = 1 - 0.80 =0.20
x | 0 | 1 | 2 | 3 |
p(x) | 0.15 | 0.20 | 0.45 | 0.20 |
Mean : :
Variance of X = E(X2) - E(X)2
Variance of X = E(X2) - E(X)2 = 3.8 - 1.72 = 3.8 - 2.89=0.91
Standard deviation of the distribution :
a. Probability that the students visits the books tores at least twice a month = P(X2) = 1-[P(X=0]+P(X=1]]
P(X=0) = p(0) =0.15
P(X=1) = p(1) = 0.20
P(X2) = 1-[P(X=0]+P(X=1]] =1 - [0.15+0.20]=1-0.35=0.65
Probability that the students visits the books tores at least twice a month = 0.65
a. Probability that the student visits the bookstore at most ones in a month = P(X1)
P(X1) = P(X=0)+P(X=1) = p(0)+p(1) =0.15+0.20 =0.35
Probability that the student visits the bookstore at most ones in a month = 0.35