Probability function of a discrete random variable problem

Click For Summary
SUMMARY

The discussion centers on calculating the probability function of a discrete random variable, specifically the number of cards turned before revealing an ace among ten face-down cards. The probability function P(X) is established as P(X=0) = 1/10, P(X=1) = 1/10, and P(X=2) = 1/10, continuing this pattern up to P(X=9) = 1/10. The participant expresses confusion regarding the application of the conditional probability formula P(a|b) = P(a&b) / P(b) in deriving P(X=1), questioning whether the focus should be on P(a|b) instead of P(a&b).

PREREQUISITES
  • Understanding of discrete random variables
  • Familiarity with conditional probability
  • Knowledge of basic probability equations
  • Ability to manipulate probability formulas
NEXT STEPS
  • Study the concept of discrete random variables in depth
  • Learn about conditional probability and its applications
  • Explore the derivation of probability functions for discrete distributions
  • Practice problems involving the manipulation of probability equations
USEFUL FOR

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

stevecallaway
Messages
21
Reaction score
0

Homework Statement

Ten cards are face down in a row on a table. Exactly one of them is an ace. You turn the cards over oen 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


P(a|b)=P(a&b) / P(B)


The Attempt at a Solution

P(X=0) = P(1st card is the ace)=1/10
P(X=1)=P(2nd card is the ace|1st card is not ace) * P(1st card is not ace)=9/10 * 1/9
P(X=2)=9/10 * 8/9 * 1/8 = 1/10
so p(x)=1/10 for x=0,1,...,9
I am having trouble understanding how the book arrived at the solution. For P(X=1), it appears to me that they manipulated the equation P(a|b)=P(a&b) / P(B) to be P(a|b) * P(b) = P(a&b). So they are solving for P(a&b). But isn't the key to solve for P(a|b)?
 
Physics news on Phys.org
In this case, you are trying to solve for the probability that card X is an ace (without knowing any of the other cards). If you solve for the P(a|b) you are solving for the probability of event a occurring given that you know b has occurred.

ie you want to solve for P(X is an ace and 1,2,...,X-1 are not an aces). That is what they mean when they say solve for P(a n b).
 

Similar threads

Replies
2
Views
1K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 8 ·
Replies
8
Views
2K
Replies
10
Views
3K
  • · Replies 11 ·
Replies
11
Views
2K
Replies
3
Views
2K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 21 ·
Replies
21
Views
2K
Replies
4
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K