In: Statistics and Probability
Excell Computers promptly shipped two servers to its biggest
client. The company profits RM5,000 on each one of these big
systems. The shipping worker randomly selected the system without
replacement that were delivered from 15 computers in stock. The
system contain 4 refurbished computer, with 11 new computers in the
warehouse.
If the client gets two new computers, Excell earns RM10,000 profit.
If the client gets a refurbished computer, it’s coming back for
replacement and Excell must pay the RM400 shipping fee, with leaves
RM9,600 profit. If both computers shipped are refurbished,
consequently the client will return both and cancel the order. As a
result, Excell will be out any profit and left with RM8,000 in
shipping cost. Let X be a random variable for the amount of the
profit earned on the order.
a. Illustrate the event.
b. Construct a probability distribution table and the amount of
profit earned for the computer condition.
c. Calculate the expected profit then interpret the value.
Solution
Back-up Theory
Number of ways of selecting r things out of n things is given by nCr = (n!)/{(r!)(n - r)!}……(1)
Values of nCr can be directly obtained using Excel Function: Math & Trig COMBIN……. (1a)
Probability of an event E, denoted by P(E) = n/N ………………………………………………(3)
where
n = n(E) = Number of outcomes/cases/possibilities favourable to the event E and
N = n(S) = Total number all possible outcomes/cases/possibilities.
If a discrete random variable, X, has probability function, p(x), x = x1, x2, …., xn, then
Expected value = Mean (average) of X = E(X) = µ = Σ{x.p(x)} summed over all possible values of x.. (4)
Now to work out the solution,
Part (a)
The events are:
Event 1: The client gets two new computers
Event 2: The client gets two refurbished computers
Event 3: The client gets one new and one refurbished computers
Answer 1
Part (b)
Event 1:
The client gets two new computers
There are in total 15 computers out of which 11 are new. So, vide (1), number of ways of
the client getting two new computers = 11C2 = 55. Vide (3), this forms n = 55.
Number of ways 2 out of 15 computers can be sent 15C2 = 105. Vide (3), this forms N = 105.
So, vide (3) again, P(The client gets two new computers) = 55/105 = 11/21 = 0.5238 ...... (5)
Since each new computer fetches a profit of 10000, total profit = 20000 ............................(6)
Event 2
The client gets two refurbished computers:
There are in total 15 computers out of which 4 are refurbished. So, vide (1), number of ways of the client getting two refurbished computers = 4C2 = 6. Vide (3), this forms n = 6.
Number of ways 2 out of 15 computers can be sent 15C2 = 105. Vide (3), this forms N = 105.
So, vide (3) again,
P(The client gets two refurbished computers) = 6/105 = 2//35 = 0.0571 ............................ (7)
Since in this case company does not make sale but incurs a shipping cost of 8000 total loss
= 8000 or a profit of – 8000..................................................................................................(8)
Event 3
The client gets one new and one refurbished computers:
There are in total 15 computers out of which 11 are new and 4 are refurbished. So, vide (1), number of ways of the client getting one new and one refurbished computer = (4C1) x (11C1) = 44. Vide (3), this forms n = 44.
Number of ways 2 out of 15 computers can be sent 15C2 = 105. Vide (3), this forms N = 105.
So, vide (3) again,
P(The client gets one new and one refurbished computers) = 44/105 = 0.4190 ................ (9)
In this case company makes a profit of 10000 on one and – 8000 on the other or a net profit of 2000 .................................................................................................................................(10)
To summarise,
Event |
Probability |
Profit |
The client gets two new computers |
0.5238 |
20000 |
The client gets two refurbished computers |
0.0571 |
- 8000 |
The client gets one new and one refurbished computers |
0.4190 |
2000 |
[Note that total probability is 1]
Answer 2
Part (c)
Vide (4), second and third columns of the above table, the expected profit
= RM10857.2 Answer 3
DONE