In: Statistics and Probability
9- Turns out that the percentages for donuts sold are glazed 22%, maple bars 30%, fritters 19%, old fashioned 10%, filled 11% and other 8%. If you select a dozen at random (weird I know) what is the probability that you get 3 glazed, 4 maple bars, 2 fritters, 1 filled and 2 old fashioned?
Solution
Back-up Theory
If probability of selecting one donut of type A is p, then probability of selecting k donuts of type A = pk ………………………………………………………………………...............……… (1)
If one dozen of donuts is constituted by ni donuts of type Ai, where i = 1 to 5 and ∑[1,5]ni = 12, number of possible combinations = (12!)/{(n1!)(n2!)(n3!)(n4!)(n5!)}………...........………..(2)
Now, to work out the solution,
Given data =>
P(one glazed donut) = 0.22
P(one maple bar donut) = 0.3
P(one fritters donut) = 0.19
P(one old fashioned donut) = 0.10
P(one filled donut) = 0.11
P(one other type donut) = 0.08
[Note: total probability is 1]
Vide (1) under Back-up Theory, probability of 3 glazed, 4 maple bars, 2 fritters, 1 filled and 2 old fashioned = 0.223 x 0.34 x 0.192 x 0.111 x 0.12 = P, say ……………………………….(3)
Vide (2) under Back-up Theory, number of possible combinations of 3 glazed, 4 maple bars, 2 fritters, 1 filled and 2 old fashioned = (12!)/{(3!)(4!)(2!)(1!)(2!)} = N, say …………..........….(4)
(3) and (4) => required probability = NP = 0.0028 ANSWER
Details of Excel Calculations
x |
n |
x^n |
0.22 |
3 |
0.010648 |
0.3 |
4 |
0.0081 |
0.19 |
2 |
0.0361 |
0.11 |
1 |
0.11 |
0.1 |
2 |
0.01 |
P = Product |
3.4249E-09 |
n |
n! |
3 |
6 |
4 |
24 |
2 |
2 |
1 |
1 |
2 |
2 |
Product P1 |
576 |
12 |
479001600 |
N = (12!)/P1 |
831600 |
NP |
0.00284818 |
DONE