How are permutations and probability related?

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SUMMARY

Permutations and probability are intrinsically linked, as demonstrated by analyzing a standard deck of 52 cards. The probability of correctly guessing the order of the entire deck is calculated as 1/52!, which directly correlates to the total number of permutations of the deck. Similarly, when considering binary digits, the probability of guessing a specific 5-bit number is 1/25, indicating there are 25 possible combinations. This relationship highlights the foundational role of permutations in understanding discrete probability.

PREREQUISITES
  • Understanding of basic probability concepts
  • Familiarity with permutations and combinations
  • Knowledge of binary number systems
  • Basic mathematical operations and factorial notation
NEXT STEPS
  • Study the concept of factorials in depth, particularly in relation to permutations
  • Explore advanced probability theories, such as Bayes' theorem
  • Learn about combinatorial analysis and its applications in statistics
  • Investigate the role of permutations in cryptography and data security
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Students, educators, and professionals in mathematics, statistics, and computer science who seek to deepen their understanding of the relationship between permutations and probability.

libervurto
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This may already be widely taught and I could be stating the obvious here, but I noticed how closely related permutations and probability are, and this gives an intuitive way to think about permutations.

For example, take a deck of 52 cards. How many possible permutations are there for the deck? Well, we can think of this another way: given a thoroughly shuffled deck, what would be the probability of us correctly guessing each card as it is dealt onto the table? Guessing the first card would be a 1/52 chance, then we turn it over to see if we were right, then we guess the second card, now with probability 1/51, then the third is 1/50, fourth is 1/49, and so on until we come to the last few cards... 1/4, 1/3, 1/2, 1/1. To successfully guess the entire permutation we need to get all of these guesses right, so we multiply their probabilities together to get 1/52!, and since we have guessed a single permutation it should be obvious that this probability is the same as saying our guess is 1 out of 52! possible permutations.

This also works for combinations that can have multiples of the same object, for example, binary digits. How many possible numbers can be made with 5 bits? Well, what is the chance of us guessing a random 5 bit number correctly? We must guess each bit correctly, with a probability of ½ for guessing each bit (since their value is completely independent) so that's a 1/(2 x 2 x 2 x 2 x 2) = 1/25 chance of guessing the number correctly; and since this number is obviously one possible 5-bit number, we again flip the fraction over to find how many numbers can be made with 5 bits = 25.

Is this helpful? If it causes more confusion than good or if it is too obvious a statement to make then I don't mind this being deleted.
 
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For many people, combinations and permutations are first encountered in probability. So you are right to think of them together. Discrete probability hinges on the understanding of possible outcomes.
 

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