Probability function of a discrete random variable

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SUMMARY

The probability function for the random variable X, representing the number of cards turned before the ace is revealed, is defined as p(x) = 1/10 for x = 0, 1, ..., 9. The first card has a probability of 1/10 of being the ace, while subsequent cards have probabilities that decrease as cards are drawn without replacement. Specifically, the probability for the second card being the ace is calculated as P(X=1) = (9/10) * (1/9). This reasoning continues for each subsequent card until the ace is revealed.

PREREQUISITES
  • Understanding of discrete random variables
  • Knowledge of probability theory, particularly conditional probability
  • Familiarity with the concept of drawing without replacement
  • Basic skills in mathematical reasoning and problem-solving
NEXT STEPS
  • Study the concept of conditional probability in depth
  • Learn about discrete probability distributions and their applications
  • Explore the concept of expected value in probability
  • Practice problems involving drawing cards and calculating probabilities
USEFUL FOR

Students studying probability theory, mathematicians, and anyone interested in understanding discrete random variables and their probability functions.

stevecallaway
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Homework Statement


10 face cards are face down in a row on a table. Exactly one of them is an ace. You turn the cards over one at a time, moving from left to right. Let X be the random variable for the number of cards turned before the ace is turned over. What is the probability function for X?


Homework Equations


I know the answer is p(x)=1/10 x=0,1,...,9


The Attempt at a Solution


The first card's probability of being an ace is 1/10. The second card is 1/9. The third card is 1/8. etc... I don't understand where my thinking is flawed. Starting from left to right, you are drawing without replacement. If the first card isn't an ace, you know it's one of the last nine. So from that point on, it's 1 out of 9. etc...
 
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stevecallaway said:

Homework Statement


10 face cards are face down in a row on a table. Exactly one of them is an ace. You turn the cards over one at a time, moving from left to right. Let X be the random variable for the number of cards turned before the ace is turned over. What is the probability function for X?


Homework Equations


I know the answer is p(x)=1/10 x=0,1,...,9


The Attempt at a Solution


The first card's probability of being an ace is 1/10. The second card is 1/9. The third card is 1/8. etc... I don't understand where my thinking is flawed. Starting from left to right, you are drawing without replacement. If the first card isn't an ace, you know it's one of the last nine. So from that point on, it's 1 out of 9. etc...

The probability that the first card turned is the ace is 1/10 as you know. For the second card turned to be the ace, you need the first to fail (probability 9/10) and the second to succeed (probability 1/9) giving P(X=1) = 9/10*1/9. Continue this line of reasoning.
 

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