What is the Probability of Choosing a Burger at a Restaurant?

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The discussion revolves around calculating the probability that exactly 2 out of 4 randomly chosen customers at a restaurant will order a burger, given there are 8 burgers, 12 steaks, and 10 fried chickens available. The initial calculation suggests the probability of choosing a burger is 8/30, leading to a rough estimate of 22.945% for the scenario. However, some participants raise concerns about whether this should be treated as a binomial or hypergeometric distribution, as the choices of previous customers affect the remaining options. The consensus leans towards using the binomial formula, assuming customers choose from multiple burger styles rather than a limited number of burgers. Ultimately, the probability of two customers ordering burgers is approximately 22.945%, assuming independent choices.
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Here's the question:

A restaurant serves 8 burger, 12 steak, and 10 fried chicken. If the customer who comes to the restaurant is randomly chosen, calculate the probability of 2 from the next 4 customers will buy burger?

Thanks for helping me.
 
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You should check the forum guidelines first, there is a section for homework problems and before you get help you'll have to provide some working, what you know and we're you're getting stuck.
 
Yes, I know...but I don't know how to start doing this...

I try to calculate that the probability of choosing burger = 8/30

so, if there are 2 from 4 customer, probability to choose burger = 2/4 * 8/30 = 4/30 = 2/15.

I don't know it is right or wrong...

or maybe it needs combinatoric formula...

I don't know what I have to do...
 
Well if you know the probability that one person chooses a burger you need to add up all the different possibilities; first two people choose it and the next two don't, first and third people choose burgers and second and fourth don't etc...
I believe a permutation formula might help you here.
 
Then, I calculate it like this:

there's 2 people going to get a burger, that's (8/30)(8/30).

Then the other 2 people would be non-burgers, so (22/30)(22/30).

Then times the possible ways two people could be the burger-buyers.

Use binomial:

4C2 x (8/30)^2 x (22/30)^2 = 22,945%

Is it right??
 
decly said:
Then, I calculate it like this:

there's 2 people going to get a burger, that's (8/30)(8/30).

Then the other 2 people would be non-burgers, so (22/30)(22/30).

Then times the possible ways two people could be the burger-buyers.

Use binomial:

4C2 x (8/30)^2 x (22/30)^2 = 22,945%

Is it right??

If four customers are randomly chosen, and the likelihood of ordering a burger is 8/30, then yes, there is approximately a 22.945% chance that two of the four ordered a burger. (I suppose I should mention that I used the http://stattrek.com/Tables/Binomial.aspx to verify your calculation.)
 
Wait, doesn't the probability of the second customer buying a burger actually change depending on what the first person buys? If the first customer buys a burger, then there are only 7 burgers and 29 items of food remaining. Maybe it's actually a hypergeometric distribution.
 
spamiam said:
Wait, doesn't the probability of the second customer buying a burger actually change depending on what the first person buys?
I don't think so. The OP is not very clear on exactly what the problem is, but I believe that what he/she means is that a customer can choose from 8 different burger styles, not that there are just 8 burgers. And the same for the steak and chicken dishes.
spamiam said:
If the first customer buys a burger, then there are only 7 burgers and 29 items of food remaining. Maybe it's actually a hypergeometric distribution.
 
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