A Lottery Game With Conditional Probability?

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Discussion Overview

The discussion revolves around a lottery game involving conditional probability, specifically focusing on the scenario where a player has guessed 5 out of 6 winning numbers. Participants explore the implications of this situation on calculating the probability of guessing the final number correctly, considering various interpretations and assumptions related to the game mechanics.

Discussion Character

  • Exploratory
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • One participant suggests that the problem can be approached using Bayes' Theorem but struggles with determining the cardinality of the relevant sets.
  • Another participant argues that if 5 numbers are already correct, the probability of guessing the last number is simply 1/20, although this view is contested.
  • A different perspective emphasizes that the lottery numbers are unique and not reusable, which affects the probability calculation.
  • Some participants note that the problem is underspecified, particularly regarding how the knowledge of matching numbers is obtained and whether repeated numbers are allowed.
  • A clarification is provided about the game mechanics, stating that numbers are drawn without duplication, which raises further questions about the interpretation of the player's guesses.
  • There is a discussion about the ambiguity in the phrasing of the problem, leading to multiple interpretations of what it means for a player to have guessed 5 numbers correctly.

Areas of Agreement / Disagreement

Participants express disagreement on the interpretation of the problem and the implications for calculating probabilities. There is no consensus on the correct approach or interpretation of the scenario.

Contextual Notes

The discussion highlights limitations in the problem's phrasing, particularly regarding assumptions about number duplication and the conditions under which the player knows they have guessed correctly. These factors remain unresolved.

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Question: "In a lottery game each player tries to guess right 6 numbers designated in advance by choosing randomly from among numbers from 1 to 20. Given that one player guessed right 5 numbers out of 6 that he/she picked, what is the probability of guessing right the 6 numbers?"

The problem sounds to me an application of Bayes' Theorem, for we know "...one player guessed it right 5 numbers..." However, I couldn't figure out the cardinality of sets to be used in calculation. For instance, when we think of ##S(5)## as the set of 5 numbers guessed right and ##S(6)## as the set of 6 numbers guessed right, what are the cardinalities of ##S(5)## and ##S(6)## (##|S(5)|## and ##|S(6)|##)?
 
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I often find I'm wrong on these things but this one seems to me to be simply that the fact that the other 5 of his choices are right is no longer a probability it is a certainty and thus the starting point is that you need one number, 1-20, to be right out of a possible set of choices of 1-20, which means the probability is 1/20.
 
This is simpler than you think. In fact, it's going to be hard to help you without giving away the answer too readily.
One thing that is not explicitly stated is that the numbers in such a lottery are not reusable, so the winning list of 6 numbers will always contain 6 unique numbers - no duplicates.

I would imagine the person selecting his numbers in the same way that the winning number list was selected. He draws them from a jar one at a time. After 5 draws, he hasn't lost yet. What are his chances of getting the last one right?

(the answer is not 1/20)
 
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As is often the case, it is an underspecified / linguistic problem -- it depends in particular how we come to know that 5 numbers matched. So likelihood function needs pinned down.

It also isn't clear whether repeated numbers are allowed in the configuration.
 
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StoneTemplePython said:
It also isn't clear whether repeated numbers are allowed in the configuration.
Excellent point. My answer did not take that into account (or tacitly assumed duplication)
 
After re-reading the question in response to your replies above, I too noted its vagueness as some of you pointed out. The game is played as follows: six numbers, e.g. 1, 6, 18, 19, 8, 5, out of 1, 2, . . . 20 are first recorded, say on a piece of paper; and then then one player goes on to randomly pick six numbers, e.g. 11, 7, 12, 9, 20, 4, out of 1, 2, . . . 20, say the numbers have been imprinted on balls and are in a bag. With that, there is NO duplication of numbers.
 
That clarifies one open question, but it doesn't help with the meaning of one player guessed right 5 numbers out of 6 that he/she picked.

This could mean, for instance:
  • Exactly 5 of the 6 numbers picked matched winning numbers
  • The first 5 numbers that were picked matched winning numbers
  • The first 5 winning numbers matched numbers that were picked
  • The first 5 numbers that were picked matched the first 5 winning numbers
  • ...
People who enjoy solving interesting problems in probability often find this kind of under-specified linguistic problem frustrating.
 

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