Probability (balls in a bucket)

  • Thread starter kingwinner
  • Start date
  • Tags
    Probability
In summary, the conversation discusses the probability mass functions of X, Y, and Z in a scenario where 2 blue balls and 1 white ball are in a bucket and balls are drawn one at a time until there are at least 2 blue balls and 2 white balls. The probabilities for X, Y, and Z are calculated based on the number of draws required to get the desired number of blue and white balls.
  • #1
kingwinner
1,270
0
Q: 2 blue balls and 1 white ball are in a bucket. You draw one ball at a time, record the color of the ball and put it back to the bucket until you get at least 2 blue balls and 2 white balls. Let X be the number of blue balls you drew, Y be the number of white balls you drew, Z be the number of balls you drew. What is the probability mass functions of X,Y, and Z? (i.e. give the probabilities of all the possible outcomes for X,Y,Z, respectively)

I understand the question, but don't understand the solution. Can someone please explain/help me out?

Thanks a lot!
 
Physics news on Phys.org
  • #2
Are you saying you don't understand a given answer? Or are you saying you don't "see" the solution?

What is the prob. z = 1? (It's zero. Why?)
What's the prob z < 4? (Again 0.)
Prob{z=4} = number of ways 2B+2W balls can be obtained/number of all color combinations in 4 draws
 
  • #3
Just work on it systematically. First of all, you know what a pmf is:

pX(x) = P(X = x)

-- pY(y) and pZ(z) are defined similarly.

Now, if X is the number of blue balls drawn, we know that X must be *at least* 2, because we're not going to *stop* drawing balls out until we get two blue ones. Therefore:

pX(x) = 0 for x < 2
likewise for pY(y)

similarly, pZ(z) must be zero for z < 4, because that's the minimum number of draws required to get 2 blue and 2 white. So, that's a start...
 
  • #4
I don't understand a given answer...

According to the solutions:

P(X=2)=(3C1) (2/3)2 (1/3)2 + (2C1) (2/3) (1/3)2 + (1/3)2
P(X=3)=(4C1) (2/3)2 (1/3)2
...

P(Z=4)=(4C3) (2/3)2 (1/3)2
P(Z=5)=P(X=5-2)+P(Y=5-2)
...


But I don't get it...can someone please explain? :)
 

What is probability?

Probability is a measure of the likelihood that a certain event will occur. It is usually expressed as a number between 0 and 1, with 0 representing impossibility and 1 representing certainty.

How is probability calculated?

The probability of an event occurring is calculated by dividing the number of desired outcomes by the total number of possible outcomes. This can be represented by the formula P(A) = Number of desired outcomes/Total number of possible outcomes.

What is the "balls in a bucket" experiment?

The "balls in a bucket" experiment is a classic example used to illustrate probability. It involves drawing balls of different colors from a bucket and calculating the probability of drawing a certain color ball.

How is probability affected by the number of balls in the bucket?

The more balls there are in a bucket, the lower the probability of drawing a specific ball. This is because the total number of possible outcomes increases, making the desired outcome less likely.

Can probability be used to predict the outcome of a single event?

No, probability cannot be used to predict the outcome of a single event. It only provides a measure of likelihood based on the number of possible outcomes. Each event is independent and the outcome cannot be predicted with certainty.

Similar threads

  • Calculus and Beyond Homework Help
Replies
8
Views
2K
  • Set Theory, Logic, Probability, Statistics
Replies
3
Views
1K
  • Calculus and Beyond Homework Help
Replies
9
Views
4K
  • Set Theory, Logic, Probability, Statistics
Replies
1
Views
712
  • Precalculus Mathematics Homework Help
Replies
10
Views
957
  • Set Theory, Logic, Probability, Statistics
Replies
9
Views
1K
  • Calculus and Beyond Homework Help
Replies
4
Views
1K
  • Calculus and Beyond Homework Help
Replies
9
Views
1K
  • Calculus and Beyond Homework Help
Replies
2
Views
1K
  • General Math
Replies
1
Views
826
Back
Top