Help with this difficult Probability Problem please

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Homework Help Overview

The problem involves a student preparing for an exam with a specified number of potential questions (W) from which a subset (X) is selected for the exam. The student must answer a certain number of these questions (Y) and has studied a different number (Z). The goal is to find a function that determines the probability of encountering at least one unstudied question based on the values of Z.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the possibility of framing the problem in terms of the probability of not encountering unstudied questions and suggest using a negation approach. There is also mention of considering piece-wise functions based on the relationship between Z, Y, and W.

Discussion Status

Participants are actively exploring different ways to express the probability, including the potential relevance of combinations and the structure of the problem. There is an acknowledgment that the solution may not be a simple closed form and that summation might be involved. Some participants express uncertainty about how to articulate the negation of the probability.

Contextual Notes

There is a noted lack of familiarity with probability concepts among some participants, which may affect the depth of the discussion. The constraints of the problem are defined by the relationships W>X>Y and the implications of Z in relation to Y.

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Homework Statement



A student is studying for an exam, and a couple of weeks before the exam, the instructor gives him a list of all possible questions that may appear on the exam. Let this number of questions be W. On the exam, the instructor selects from these some questions to put on the exam. Let this number of questions be X.

Then, the instructor gives the student a choice from this number of X questions, of how many he must answer. Let this number of questions be Y. Before the exam, the student studies Z number of questions.

where W>X>Y

Find a function which yields (for every possible value of Z) the probability that this student will find himself dealing with at least one question he hasn't studied for.

Homework Equations



Minimum number of questions he must study in order to guarantee that he won't be dealing with at least one question he hasn't studied for is Z = W-(X-Y)
This wasn't given but I figured it out myself

The Attempt at a Solution



I thought it could help to look at it as a piece-wise function, where the probability would be 1 when Z<Y and 0 when Z≥W-(X-Y)
I guess I'm stuck on finding the function for Y< Z <W-(X-Y)


Thank you very much for your help
 
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Hi JonJones! Welcome to PF! :smile:
JonJones said:
Find a function which yields (for every possible value of Z) the probability that this student will find himself dealing with at least one question he hasn't studied for.

This is one of those questions where it's easier to find the probability of it not happening (and then subtract from 1) …

so (in terms of X Y and Z) how would you describe that? :wink:
 
tiny-tim said:
Hi JonJones! Welcome to PF! :smile:


This is one of those questions where it's easier to find the probability of it not happening (and then subtract from 1) …

so (in terms of X Y and Z) how would you describe that? :wink:
Yes.As tiny-tim said,you will have to use 1-P(not happening) for questions where you find this:

at least
 
Last edited:
As both of you said, I did try to find the probability of the negation and then doing 1 minus that. But I noticed that finding this probability is not anymore easier...
 
JonJones said:
As both of you said, I did try to find the probability of the negation …

show us how you described that negation (in terms of X Y and Z)
 
tiny-tim said:
show us how you described that negation (in terms of X Y and Z)

I really have no clue how to describe it. Never taken a probability course before.
 
(just got up :zzz:)

ok, let's see how to rewrite this so that it's clearer

(It's an English thing, not a maths thing) …
JonJones said:
A student is studying for an exam, and a couple of weeks before the exam, the instructor gives him a list of all possible questions that may appear on the exam. Let this number of questions be W. On the exam, the instructor selects from these some questions to put on the exam. Let this number of questions be X.

Then, the instructor gives the student a choice from this number of X questions, of how many he must answer. Let this number of questions be Y. Before the exam, the student studies Z number of questions.

where W>X>Y

Find a function which yields (for every possible value of Z) the probability that this student will find himself dealing with at least one question he hasn't studied for.

The probability of the negative of that is the probability that he can answer enough questions, ie that there are Y questions that he can answer.

He knows Z questions, and there are X questions altogether (W is irrelevant).

So, in English, and using the numbers X Y and Z, and words like "choose", how would you describe the probability that he can answer enough questions? :smile:
 
tiny-tim said:
(just got up :zzz:)

ok, let's see how to rewrite this so that it's clearer

(It's an English thing, not a maths thing) …The probability of the negative of that is the probability that he can answer enough questions, ie that there are Y questions that he can answer.

He knows Z questions, and there are X questions altogether (W is irrelevant).

So, in English, and using the numbers X Y and Z, and words like "choose", how would you describe the probability that he can answer enough questions? :smile:


I thought that W would be relevant because W choose X is the amount of all possible tests, and you would need to divide by this in the end to get the probability. Anyhow, it seems to me, that for Z≥Y (if Z<Y then the probability is 0) this probability would be:

Z choose Y
plus Z choose (Y+1)
...
plus Z choose Z

All over X choose Y?
 
Last edited:
First, don't expect the answer to be necessarily a function in closed form. It could be a summation.
Second, I don't see how working with the negative form helps here.

Consider the event that there are exactly N questions on the test that the student has studied. You can partition the total set W into the X questions that are in the test and the W-X questions that are not. The questions that the student studies will be some from the X (how many?) and some from the W-X (how many?).
What is the probability of that event?
 

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