What Is the Probability of Receiving Identical Pairs from Random Crates?

  • Context: MHB 
  • Thread starter Thread starter ZooJersey
  • Start date Start date
  • Tags Tags
    Probability
Click For Summary
SUMMARY

The probability of receiving 8 pairs of identical items from 16 random crates containing items C1 to C8 is calculated using combinatorial probability. The correct formula is 7!/8^15, resulting in an approximate probability of 1.432454 x 10^{-10}. This indicates that receiving exactly two of each item is an extremely rare event, contradicting the notion of equal chances for each item. The analysis demonstrates that the outcome is not random but rather a highly unlikely occurrence.

PREREQUISITES
  • Understanding of basic probability theory
  • Familiarity with combinatorial mathematics
  • Knowledge of random variables and distributions
  • Ability to perform calculations involving factorials
NEXT STEPS
  • Study combinatorial probability and its applications
  • Learn about random variables and their distributions
  • Explore advanced probability concepts such as the law of large numbers
  • Investigate simulations for probability experiments using tools like Python's NumPy
USEFUL FOR

Mathematicians, statisticians, game developers, and anyone interested in understanding probability and randomness in scenarios involving random selections and outcomes.

ZooJersey
Messages
1
Reaction score
0
A friend stated they bought 16 crates all which could contain a random C1-C8 item. He then opened the crates and received exactly 2 each of every C1-C8 items.

So, (C1,C1) (C2,C2) (C3,C3) (C4,C4) (C5,C5) (C6,C6) (C7,C7) (C8,C8) is what he ended up with.

He stated this was good because there was an equal chance of getting them. I thought that this was highly unusual, and suggested there was no randomness since he received two of every possible item.

That brings me to the title question. What is the probability of receiving 8 pairs of identical boxes choosing from 8 items 16 times?

I thought it would be 12.5% for drawing a single item and 1.5% of matching a box then [(1.5%)(1.5%)]16 for getting two of all 8.

Any help would be appreciated.

Thank you
 
Physics news on Phys.org
The probability of getting an item is 1. The probability of getting that same item is 1/8. The probability of then getting another item is 7/8. The probability of getting that same item is 1/8.

Continuing like that the probability of getting 8 items, each twice, is 1(1/8)(7/8)(1/8)(6/8)(1/8)(5/8)(1/8)(4/8)(1/8)(3/8)(1/8)(2/8)(1/8)(1/8)(1/8)= 7!/8^{15}. That is approximately [FONT=Verdana,Arial,Tahoma,Calibri,Geneva,sans-serif]1.432454 x 10^{-10}[FONT=Verdana,Arial,Tahoma,Calibri,Geneva,sans-serif].

[FONT=Verdana,Arial,Tahoma,Calibri,Geneva,sans-serif]
 

Similar threads

  • · Replies 4 ·
Replies
4
Views
8K
Replies
4
Views
4K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 2 ·
Replies
2
Views
5K
Replies
2
Views
2K
  • · Replies 9 ·
Replies
9
Views
3K
Replies
5
Views
6K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 116 ·
4
Replies
116
Views
17K
  • · Replies 1 ·
Replies
1
Views
3K