Calculating Probability for Multiple Buckets: Tips and Tricks

  • Thread starter Thread starter flying2000
  • Start date Start date
  • Tags Tags
    Probability
Click For Summary
SUMMARY

This discussion focuses on calculating the probability of distributing n balls into m buckets, where the probability of a ball going into buckets labeled 0 to j-1 is 0.9 and into buckets j to m-1 is 0.1. The key insight provided is to calculate the probability that a bucket contains no balls, which follows a binomial distribution. Clarifications were made regarding the labeling of buckets and the ranges of probabilities, emphasizing the importance of understanding the distribution mechanics involved.

PREREQUISITES
  • Understanding of binomial distribution
  • Familiarity with probability theory
  • Basic knowledge of random variables
  • Ability to interpret mathematical notation and functions
NEXT STEPS
  • Study the principles of binomial distribution in depth
  • Learn about probability mass functions and their applications
  • Explore the concept of random variables and their distributions
  • Investigate examples of probability calculations in combinatorial settings
USEFUL FOR

Mathematicians, statisticians, data scientists, and anyone interested in probability theory and combinatorial analysis.

flying2000
Messages
40
Reaction score
0
How to calculate the probability of this questions?

Supposed there are m bukcets, n balls. use function f(x) to decide which bucket the ball go. Supposed that the probability a ball going to 0-j is 0.9 and going to j -> m-1 is 0.1. What's the probability of for every bucket there is at least one ball?

I really get stuck.

Any help appreciated!
 
Physics news on Phys.org
I do not understand what you mean by "a ball going to 0-j" or "going to j -> m-1 ". I presume that you have the buckets labeled 1 to m by "m-1" you mean the bucket labeled that way- but what is j?
 
HallsofIvy said:
I do not understand what you mean by "a ball going to 0-j" or "going to j -> m-1 ". I presume that you have the buckets labeled 1 to m by "m-1" you mean the bucket labeled that way- but what is j?

Yes, the buckets are labeled from 0 to m-1,
the probaiblity that a ball going to buckets(from 0 to j-1) is 0.9, and going to j-1 to m-1 bucket is 0.1. and inside [0, j-1] and [j-1, m-1] is equally. j is only a number. for example if m=4, j=2 and p(a ball go to bucket 0,1) = 0.9 and p(go to bucket 2,3)=0.1
 
HINT: Calculate the probability that a bucket contains no balls - it is a binomial distribution.

Also, are you sure the two bucket ranges overlap??
 
Tide said:
HINT: Calculate the probability that a bucket contains no balls - it is a binomial distribution.
Also, are you sure the two bucket ranges overlap??

Thanks a lot. Yes I made a mistake here, the latter should be j -> m-1.
Your advice is really helpful..
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
1K
Replies
11
Views
5K
  • · Replies 29 ·
Replies
29
Views
4K
  • · Replies 8 ·
Replies
8
Views
3K
  • · Replies 5 ·
Replies
5
Views
5K
  • · Replies 4 ·
Replies
4
Views
1K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 3 ·
Replies
3
Views
1K
Replies
12
Views
4K
  • · Replies 3 ·
Replies
3
Views
3K