Probability Distribution

2010-11-27 4:40 am
A bag contains 4 green balls and 2 red balls. A ball is drawn with replacement. If it is a green ball, John wins $100, drawing will continue until a red ball is drawn. What is the expected gain of John until a red ball is drawn?
更新1:

To : TAMTAM Please explain meaning of "ended after drawing 0 time"? What is 0 times? How to draw in 0 time?

回答 (2)

2010-11-27 5:11 am
✔ 最佳答案
The game follows geometric distribution with p=2/6=1/3. Let X be the no. of draws until a red ball is drawn. Then X~Geo(1/3) and E(X)=1/p=3. This means that after a log run, John will make three draws in each game averagely. So, the expected gain of John until a red ball is drawn is 100*2=200 dollars.
2010-11-27 5:15 am
P(ended after drawing 0 times)=(1/3)
P(ended after drawing 1 times)=(1/3)(2/3)
P(ended after drawing 2 times)=(1/3)(2/3)^2
.
.
.
P(ended after drawing n times)=(1/3)(2/3)^n
Expected number of drawing,
x=(0)(1/3)+(1)(1/3)(2/3)+(2)(1/3)(2/3)^2+...+(n)(1/3)(2/3)^n
So
3x=(1)(2/3)+(2)(2/3)^2+(3)(2/3)^3+...
2x=............(1)(2/3)^2+(2)(2/3)^3+...
So x=(2/3)+(2/3)^2+(2/3)^3+...
By sum to infinity geometric sequence
x=a/(1-r)=(2/3)/(1-2/3)=2
Expected number of drawing=2

Expected gain=100x2=$200


2010-11-27 23:21:21 補充:
Sorry, I have made a mistake.
All 'drawing' in my answer should be replaced by 'winning'.

That is,
P(ended after winning 0 times)=(1/3)
P(ended after winning 1 times)=(1/3)(2/3)
.
.
P(ended after winning n times)=(1/3)(2/3)^n
..
Expected number of winning=2
Expected gain=100x2=$200


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