Conditional probability & r balls randomly distributed in n cells

Click For Summary
SUMMARY

The discussion centers on a problem from Feller's "Introduction to Probability Theory and Its Applications," specifically problem V.8, which involves calculating the conditional probability of triple occupancy when seven balls are randomly distributed in seven cells with two cells remaining empty. The correct conditional probability is established as 1/4. The participants clarify that the misunderstanding arose from misinterpreting the sample space and the distribution of indistinguishable balls, leading to the realization that some configurations appear more frequently than others.

PREREQUISITES
  • Understanding of conditional probability, specifically the formula P{A|B} = P{AB}/P{B}
  • Familiarity with combinatorial mathematics, particularly binomial coefficients
  • Knowledge of indistinguishable objects distribution in combinatorial contexts
  • Basic familiarity with Feller's "Introduction to Probability Theory and Its Applications"
NEXT STEPS
  • Study the concept of conditional probability in depth, focusing on practical applications
  • Learn about combinatorial distributions, specifically the use of binomial coefficients in probability
  • Review Feller's Table I from II,5 to understand the implications of empty cells in probability distributions
  • Explore advanced topics in probability theory, such as occupancy problems and their applications
USEFUL FOR

Students of probability theory, mathematicians, and anyone interested in combinatorial analysis and conditional probability applications.

jfierro
Messages
20
Reaction score
1
Conditional probability & "r balls randomly distributed in n cells"

Homework Statement



I'm posting this in hope that someone can give me a correct interpretation of the following problem (problem V.8 of Feller's Introduction to probability theory and its applications VOL I):

8. Seven balls are distributed randomly in seven cells. Given that two cells are empty, show that the (conditional) probability of a triple occupancy of some cells equals 1/4. Verify this numerically using table 1 of II,5.

Homework Equations



Conditional probability:
P\left \{A|B\right \} = \frac{P\left \{AB\right \}}{P\left \{B\right \}}
Number of ways of distributing r indistinguishable balls in n cells:
\binom{n+r-1}{r}
Number of ways of distributing r indistinguishable balls in n cells and no cell remaining empty:
\binom{r-1}{n-1}

The Attempt at a Solution



I cannot arrive at the 1/4 figure, so I thought this may be due to a misunderstanding of the problem statement. The way I interpreted the problem is saying that the new sample space is the same as if any 2 of the seven cells turn out to be empty, giving 315 possible arrangements:
\binom{7}{2}\binom{7-1}{5-1} = 315
With this scheme, only one cell of the remaining 5 can be triply occupied, because that leaves us with distributing the remaining 4 balls in the remaining 4 cells and no cell remaining empty. If we ignore the common factor 7 choose 2 = 21:
\frac{5}{\binom{7-1}{5-1}} = \frac{1}{3}
 
Physics news on Phys.org


jfierro said:

Homework Statement



I'm posting this in hope that someone can give me a correct interpretation of the following problem (problem V.8 of Feller's Introduction to probability theory and its applications VOL I):

8. Seven balls are distributed randomly in seven cells. Given that two cells are empty, show that the (conditional) probability of a triple occupancy of some cells equals 1/4. Verify this numerically using table 1 of II,5.

Homework Equations



Conditional probability:
P\left \{A|B\right \} = \frac{P\left \{AB\right \}}{P\left \{B\right \}}
Number of ways of distributing r indistinguishable balls in n cells:
\binom{n+r-1}{r}
Number of ways of distributing r indistinguishable balls in n cells and no cell remaining empty:
\binom{r-1}{n-1}

The Attempt at a Solution



I cannot arrive at the 1/4 figure, so I thought this may be due to a misunderstanding of the problem statement. The way I interpreted the problem is saying that the new sample space is the same as if any 2 of the seven cells turn out to be empty, giving 315 possible arrangements:
\binom{7}{2}\binom{7-1}{5-1} = 315
With this scheme, only one cell of the remaining 5 can be triply occupied, because that leaves us with distributing the remaining 4 balls in the remaining 4 cells and no cell remaining empty. If we ignore the common factor 7 choose 2 = 21:
\frac{5}{\binom{7-1}{5-1}} = \frac{1}{3}

Presumably you are supposed to come up with some clever direct argument, but barring that, Feller's hint will give you what you want (except for roundoff errors---which can be eliminated by going to exact rational expressions). Just consult Table I of II,5. What entries have exactly two cells empty? Among those, what entries have have triple entry cells?

RGV
 


Thanks, now I got the correct answer. I guess my mistake was approaching the problem from "the number of indistinguishable configurations", ignoring that some of those configurations would appear more often than others.
 

Similar threads

  • · Replies 14 ·
Replies
14
Views
3K
Replies
10
Views
3K
  • · Replies 14 ·
Replies
14
Views
3K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 8 ·
Replies
8
Views
3K
  • · Replies 1 ·
Replies
1
Views
303
  • · Replies 8 ·
Replies
8
Views
3K
  • · Replies 10 ·
Replies
10
Views
3K
Replies
2
Views
2K
Replies
29
Views
3K