In: Statistics and Probability
Bob suddenly remembers that today is his girlfriend’s birthday, and rushes into a nearby florist, to buyher some flowers. There he finds a large urn containing a population of three equally-divided types of differently-colored roses, at different prices: yellow roses cost $1.10 each, pink roses cost $3.30 each, and red roses cost $4.60 each. As he is in a hurry, he simply decides to select a dozen roses at random.
(a) What are the minimum and maximum costs of the dozen roses?
(b) Calculate the expected cost of a single rose, and use it calculate the expected cost of the dozen roses.
(c) Calculate the variance in the cost of a single rose.
(d) Calculate the approximate probability that Bob will have to pay between $30 and $45 for the dozen roses.
a)
Minimum cost = 1.1 * 12 = 13.2
Maximum cost = 4.6 * 12 = 55.2
b)
X | P(X) | X*P(X) | X² * P(X) |
1.1 | 0.3333 | 0.367 | 0.403 |
3.3 | 0.3333 | 1.100 | 3.630 |
4.6 | 0.3333 | 1.533 | 7.053 |
P(X) | X*P(X) | X² * P(X) | |
total sum = | 1 | 3 | 11.09 |
mean = E[X] = Σx*P(X) = 3
Expected cost = 3*12 = 36
c)
E [ X² ] = ΣX² * P(X) =
11.0867
variance = E[ X² ] - (E[ X ])² =
2.0867
d)
µ = 36
σ = 5.003998401
we need to calculate probability for ,
P ( 30 < X <
45 )
=P( (30-36)/5.00399840127871 < (X-µ)/σ <
(45-36)/5.00399840127871 )
P ( -1.199 < Z <
1.799 )
= P ( Z < 1.799 ) - P ( Z
< -1.199 ) =
0.9640 - 0.1153 =
0.8487
Please revert back in case of any doubt.
Please upvote. Thanks in advance.