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

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Homework Help Overview

The problem involves calculating the probability of a certain number of customers choosing burgers at a restaurant that serves multiple food options. The original poster presents a scenario with specific quantities of burgers, steak, and fried chicken, and seeks assistance in determining the probability that exactly 2 out of 4 customers will choose burgers.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the initial probability calculation and explore different methods, including combinatorial approaches and the binomial formula. There is also consideration of whether the problem requires a hypergeometric distribution due to changing probabilities based on previous choices.

Discussion Status

The discussion is active, with participants providing various interpretations and calculations. Some guidance has been offered regarding the use of combinatorial methods, while others question the assumptions about the independence of customer choices.

Contextual Notes

There is some ambiguity regarding the original poster's intent, particularly whether the problem refers to the number of burger styles or the total number of burgers available. This has led to differing interpretations of the probability model that should be applied.

decly
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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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