Probability of Toy Car in nth Box Given 9/n-1 Boxes Have Toy Cars

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The probability of the 10th box containing a toy car, given that the first nine boxes do, is not straightforward without additional context about the total number of boxes and how many contain toy cars. A suggested formula for estimating this probability is P = (m-9)/(n-9), where m is the number of boxes with toy cars and n is the total number of boxes. The maximum likelihood estimate based on the observed data would suggest a probability of 1, but using the sample size allows for confidence interval calculations. Ultimately, the lack of specific information about the boxes makes it difficult to provide a definitive answer. Understanding the underlying distribution of the boxes is crucial for accurate probability estimation.
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Let's say we have 10 boxes and I open each of them one by one...

I open the 1st box, there is a toy car in it.
I open the 2nd box, there is also a toy car in it.
I open the 3rd box, there is also a toy car in it.
...
I open the 9th box, there is also a toy car in it. :) wow, I got 9 toy cars in 9 boxes...

what is the probability that 10th box also has a toy car in it?

also generalize 10 to any number...
what is the probability that nth box also has a toy car in it, if all n-1 boxes each have a toy car in them.
 
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There are lots of ways to do this binomial confidence interval problem. One common way is prob = (# successes + 1) / (# trials + 2), which would suggest a 91% chance.
 
Cemre said:
what is the probability that 10th box also has a toy car in it?

Depends on where you're getting the boxes.
 
Yes this is a silly question, unless you give some more information there is no well defined answer.

About the best answer I could give (without any additional information) would be,

P = \frac{m-9}{n-9}

Where n is the number of "boxes" in the universe and m<n is number of boxes in the universe that contain toy cars. I know that's not a very useful answer, but you know that if you want a useful answer you have to ask a sensible question right.
 
What CRGreathouse is suggesting is to use the sample data to estimate the probability that a single box contains a car. Of course, if you have gotten a car in every box so far, the "maximum likelihood" estimate of that probability is 1 but you can use the sample size to put bounds on a confidence interval for it.
 
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