Probability question - Bayes' Theorem - 4 Balls, 2 white, P(all white) = ?

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Homework Help Overview

The problem involves calculating the probability that all balls in a bag are white, given that two balls drawn at random are found to be white. The context is rooted in probability theory, specifically Bayes' Theorem.

Discussion Character

  • Exploratory, Assumption checking, Conceptual clarification

Approaches and Questions Raised

  • Participants discuss various interpretations of the problem, including the setup of different cases based on the number of white and non-white balls. There are attempts to apply Bayes' Theorem and to calculate probabilities based on assumed distributions of colors.

Discussion Status

Some participants have provided calculations and reasoning related to the different cases of ball distributions, while others have raised concerns about the assumptions made regarding the probabilities of these cases. There is recognition that additional information about the distribution of colors would be necessary for a definitive solution.

Contextual Notes

There is an ongoing discussion about the assumptions regarding the a priori probabilities of the different cases, with some participants suggesting that these probabilities should be explicitly stated in the problem.

dharavsolanki
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Homework Statement



A Bag contains 4 balls.two balls are drawn at random,and are found to be white.what is the probability that all balls are white?

Homework Equations


P(B/A) = P(A intersection B) / P (A)


The Attempt at a Solution



A = Two balls are white.
B = All four balls are white.

I wrote P(B/A) and P(A/B) according to Bayes' theorem and eliminated the intersection term, to arrive with P(B/A) = P(B)/P(A). Ofcourse, P(A|B) = 1.

How do i solve these two now?

I found an alternate solution on net which goes this way...
P(E1)=p(E2)=p(E3)=1/3.
Calculate p(A1),p(A2),p(A3), you get 1, 1/2, 1/4

Apply Baye's theorem and you get the magical 3/5 as the answer

and another which says...
p(white)=1/2
p(nonwhite)=1/2
assuming equally likely outcomes
given balls 1&2 are white their respective proababilities of being white is 1.and is 1/2 for the other two.
hence,
P(all are white)=p(first ball being white)*p(2nd being white)*p(3rd being white)*p(4th being white)
=1*1*1/2*1/2
=1/4

Can anyone, apart from helping me with my question, explain the first aliter and the mistake in assuming the probability = 1/2 in the second aliter?
 
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I don't think you can solve this without more information. For example, if all you have is white balls to fill the bag, then the probability is obviously 1. On the other hand, if white is just one of an equally likely million colors, the probability will be close to 0.
 
Hi, dharavsolanki!

You have three possible states that two whites out of four can arise from:

A) 2 whites and 2 non-whites.
B) 3 whites and 1 non-white
C) 4 whites.

You are to determine the probability of C, given that you pick two whites.

The easiest way to solve this is as follows:

If you have case A), there will be a total of 4*3=12 possible outcomes (permutations included), with 2 of those outcomes being to get two whites.

If you have case B), there will also be 12 possible outcomes, with 3*2=6 of those being to get two whites.

If you have case C) there will also be 12 possible outcomes, ALL of which yield two whites.

Given that you get two whites, there is in total 2+6+12=20 outcomes you have picked 1 from!

Thus, the chance that this outcome lies in C) is simply 12/20=3/5.
 
arildno said:
If you have case A), there will be a total of 4*3=12 possible outcomes (permutations included), with 2 of those outcomes being to get two whites.

If you have case B), there will also be 12 possible outcomes, with 3*2=6 of those being to get two whites.

If you have case C) there will also be 12 possible outcomes, ALL of which yield two whites.

Given that you get two whites, there is in total 2+6+12=20 outcomes you have picked 1 from!

Thus, the chance that this outcome lies in C) is simply 12/20=3/5.

This is only right if you assume that the the a priori probabilities of cases A, B and C are all 1/3. That fact should have been given in the question.
 
willem2 said:
This is only right if you assume that the the a priori probabilities of cases A, B and C are all 1/3. That fact should have been given in the question.

Sure enough.
 

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