Another difficult probability (for me)

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Homework Help Overview

The discussion revolves around a probability problem involving a city survey that reports the percentage of teenagers with part-time jobs and those planning to attend college. Participants are trying to understand how to calculate the probability that a randomly chosen teenager has both a part-time job and plans to attend college, given the provided percentages.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Some participants suggest calculating the probability by multiplying the two percentages, while others question the independence of the events and the implications of overlap between the two groups. There is also a discussion about the limits of the overlap based on linear programming.

Discussion Status

The conversation is exploring different interpretations of the problem, particularly regarding the independence of the events and the potential overlap. Some participants express confusion about the assumptions made in the problem and seek clarification on the definitions of mutually exclusive and independent events.

Contextual Notes

Participants note that the problem does not explicitly state whether the events are independent, leading to varying interpretations of how to approach the calculation. There is an acknowledgment that the events may overlap, which affects the probability calculation.

kenny1999
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Homework Statement



This is a question I found on a website

A city survey found that 47% of teenagers have a part time job. The same survey found that 78% plan to attend college. If a teenager is chosen at random, what is the probability that the teenager has a part time job and plans to attend college?


That's all, nothing missed, there are four choices. A. 60%, B. 63% C. 37%. D. None of above

Why the answer is 37%. How can they calculate the value?? I am confused.


Homework Equations





The Attempt at a Solution

 
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I would think it is just the percentage of teenagers that have a part time job multiplied by the percentage of those teens that plan to go to college.

(0.47)(0.78) = 0.3666
 
scurty said:
I would think it is just the percentage of teenagers that have a part time job multiplied by the percentage of those teens that plan to go to college.

(0.47)(0.78) = 0.3666

but why, why they are two independent event?

I think it is possble for some students to take bothsuppose 100 students surveyed, 47 and 78 students must have some overlap (doing both)
 
Last edited:
kenny1999 said:

Homework Statement



This is a question I found on a website

A city survey found that 47% of teenagers have a part time job. The same survey found that 78% plan to attend college. If a teenager is chosen at random, what is the probability that the teenager has a part time job and plans to attend college?That's all, nothing missed, there are four choices. A. 60%, B. 63% C. 37%. D. None of above

Why the answer is 37%. How can they calculate the value?? I am confused.

Homework Equations


The Attempt at a Solution


Given only the information you have, the number having a job and attending college can range from a low of 25% to a high of 47%.

We can easily determine these limits by solving two linear programming problems in variables JC, JNC, NJC,NJNC (Job & college, job and no college. etc), subject to constraints that all variables are >= 0, they sum to 100 and they satisfy JC+JNC = 47, JC + NJC = 78. Minimizing JC gives JC = 25 and maximizing JC gives JC = 47.

I suppose the person who set the problem wanted you to assume J and C are independent, but they should have stated that.

RGV
 
Last edited:
If the problem said
"A city survey found that 47% of teenagers have a part time job. The same survey found that 78% of those plan to attend college."
then (.47)(.78)= 0.3666 would be correct.
 
Ray Vickson said:
Given only the information you have, the number having a job and attending college can range from a low of 25% to a high of 47%.

We can easily determine these limits by solving two linear programming problems in variables JC, JNC, NJC,NJNC (Job & college, job and no college. etc), subject to constraints that all variables are >= 0, they sum to 100 and they satisfy JC+JNC = 47, JC + NJC = 78. Minimizing JC gives JC = 25 and maximizing JC gives JC = 47.

I suppose the person who set the problem wanted you to assume J and C are independent, but they should have stated that.

RGV

well, now i also believe that the question is wrong because the two events can be overlapped which means there are some students who do both things.

by the way, I'd like to ask, what's the difference between '' mutually exclusive'' and ''indepedent event"?
 
Mutually exclusive means that the two events CANNOT happen at the same time, i.e. in a one card draw you cannot get both a heart and a spade. Independent means that the two events do not affect the probability of one another, for example, getting heads on a coin toss doesn't affect the probability of a heads or tails on the next toss.
 

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