What is the Probability of Selecting 9 CDs with Saved Data from a Box of 15 CDs?

  • Thread starter NewtonianAlch
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In summary: Yes, this is a binomial distribution problem. In summary, the probability of exactly 9 out of 12 randomly selected CDs having saved data files is 170/455, or approximately 37.36%. This is calculated by finding the number of ways to choose 9 out of 10 CDs with data and 3 out of 5 blank CDs, and dividing by the total number of possible combinations of 12 CDs out of 15.
  • #1
NewtonianAlch
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There are 15 CDs in a box. On 10 of the CDs there are saved data files,
and the other CDs have no data files saved on them.

i) Suppose that 12 CDs are randomly selected. Determine the probability that exactly 9 of these CDs selected have saved data files.

I'm not sure how to do this. First I thought some kind of conditional probability? But I'm confused about that.

P(A|B) = P(A intersection B)/P(B)?

Is that simply [P(A)*P(B)]/P(B) ? Wouldn't the P(B)'s cancel out?

If not, then if 12 are selected. The probability of any of them having data is (10/15)*(12/15) = 8/15

Now,

(9/12)*(8/15) = 40% [probability of 9 of those having any data from the 12 selected]
 
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  • #2
NewtonianAlch said:
P(A|B) = P(A intersection B)/P(B)?

Is that simply [P(A)*P(B)]/P(B) ? Wouldn't the P(B)'s cancel out?
No, P(A intersection B) is the probability of A and B occurring together. It only reduces to P(A)*P(B) if they're independent. In another extreme, A might imply B, in which case it reduces to P(A).
How many equally likely ways are there of picking 12 of the 15? In how many of these do you get exactly 9 with data?
 
  • #3
As long as the CDs aren't being placed back in the box after each selection, it should be a binomial distribution.
 
  • #4
haruspex said:
No, P(A intersection B) is the probability of A and B occurring together. It only reduces to P(A)*P(B) if they're independent. In another extreme, A might imply B, in which case it reduces to P(A).
How many equally likely ways are there of picking 12 of the 15? In how many of these do you get exactly 9 with data?


Hmm...15C12 = 455?

Then 9/455?
 
  • #5
NewtonianAlch said:
Hmm...15C12 = 455?

Then 9/455?

455 is right but 9 is wrong. Need to pick 9 of the ten and one of the 5.
 
  • #6
I don't quite follow, do you mean 15C12 * (9/10)*(1/5) ?
 
  • #7
NewtonianAlch said:
I don't quite follow, do you mean 15C12 * (9/10)*(1/5) ?
No. Want
number of ways of choosing 9 from the 10 and 1 from the 5
Since these are independent, that's
(number of ways of choosing 9 from the 10) * (number of ways of choosing 1 from the 5)
right?
 
  • #8
haruspex said:
455 is right but 9 is wrong. Need to pick 9 of the ten and one of the 5.
9 is right, but "one" is wrong. You need to pick 3 of the 5 blank CDs.

(edit: btw, the problem is somewhat easier to grasp, if you replace it with drawing 3 CDs, and ask about the probability of exactly one having data)
 
Last edited:
  • #9
Now I'm super confused.

What exactly is happening here? Is this some kind of binomial distribution like someone posted earlier.
 
  • #10
Norwegian said:
9 is right, but "one" is wrong. You need to pick 3 of the 5 blank CDs.
Sorry - got confused between the number of CDs with data and the number to be chosen.
So it's:
number of ways of choosing 9 from the 10 and 3 from the 5
Since these are independent, that's
(number of ways of choosing 9 from the 10) * (number of ways of choosing 3 from the 5)
 

1. What is probability and how is it determined?

Probability is the likelihood or chance of a specific event occurring. It is determined by dividing the number of favorable outcomes by the total number of possible outcomes.

2. What are the different methods used to determine probability?

There are three main methods used to determine probability: theoretical, empirical, and subjective. Theoretical probability is based on mathematical principles and assumes all outcomes are equally likely. Empirical probability is based on past data and observations. Subjective probability is based on personal judgement or opinions.

3. How is probability represented and measured?

Probability is typically represented as a number between 0 and 1, where 0 indicates impossibility and 1 indicates certainty. It can also be represented as a percentage or fraction. The sum of all possible outcomes must equal to 1. Probability can be measured using various statistical tools such as mean, median, and mode.

4. What are the differences between independent and dependent events in probability?

Independent events are events that do not affect each other's probability. The outcome of one event does not affect the outcome of the other. Dependent events, on the other hand, are events that do affect each other's probability. The outcome of one event can impact the outcome of the other.

5. How can probability be used in real-life applications?

Probability is used in various real-life applications, such as predicting weather patterns, analyzing stock market trends, and determining the effectiveness of medical treatments. It is also used in risk assessment, insurance pricing, and gambling. Understanding probability can help individuals make more informed decisions and mitigate potential risks.

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