Calculate the expected value for filling up a cup

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Homework Help Overview

The discussion revolves around calculating the expected value related to filling a cup with a specified volume. The problem involves understanding the relationship between the volume added to the cup and the resulting total volume, particularly when considering the overflow condition.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning, Problem interpretation

Approaches and Questions Raised

  • Participants explore the formulation of the expected value, questioning the definitions of the variables involved and the limits of integration. There is a focus on the function representing the volume in the cup and how it relates to the overflow condition.

Discussion Status

Some participants have provided insights into the correct setup for the expected value calculation, while others have expressed confusion regarding the interpretation of the problem statement. There appears to be a productive exchange of ideas, with some clarifications offered about the conditions under which the cup overflows.

Contextual Notes

There is mention of a misinterpretation of the problem statement, which may have led to initial confusion regarding the setup and the expected outcomes. The discussion reflects an ongoing effort to clarify these points and ensure a correct understanding of the variables and their relationships.

Addez123
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Homework Statement
Into a cup with volume 'a' you pour volume X.
X has density function
$$fx(x) = (x+1)^{-2}, x \geq 0$$
Y = volume in the cup after you've poured in X.
Calculate E(Y)
Note: if x > a then the cup flows over.
Relevant Equations
$$E(Y) = \int g(x) * fx(x) dx, Y = g(x)$$
My guess is that g(x) = x?
The limits of integration should be 0 to a, since after a the cup flows over.

If I put these in, I get the solution (I've doubled checked with wolfram alpha that it's correct):
$$E(Y) = ln(a+1) + 1/(a+1) - 1$$

The textbook solution is just ln(a+1).
I'm super new to the whole concept of probability so I'm just trying to make qualified guesses at what all the variables mean, obviously I did something wrong but what?
 
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So, we start with a cup with volume ##a## and then we add volume ##X## to the cup. We end up with a volume of ##a+X##, so we get ##Y = a + X##. Thus ##Y = g(X)## where ##g(x) = a+x##.

Now, $$\mathbb{E}(Y) = \int g(x) f_X(x) dx = \int (a+x) (x+1)^{-2}dx$$ should give the right answer.
 
Math_QED said:
So, we start with a cup with volume ##a## and then we add volume ##X## to the cup. We end up with a volume of ##a+X##, so we get ##Y = a + X##. Thus ##Y = g(X)## where ##g(x) = a+x##.

Now, $$\mathbb{E}(Y) = \int g(x) f_X(x) dx = \int (a+x) (x+1)^{-2}dx$$ should give the right answer.
I think the cup is empty, the actual volume of the cup is a. Cause it says: if x > a then the cup runs over)
 
Addez123 said:
I think the cup is empty, the actual volume of the cup is a. Cause it says: if x > a then the cup runs over)

Ok, maybe post the entire problem statement next time? I misinterpreted: Here is what you do:

You start pouring a volume ##X## into an empty cup with total volume ##a##. Thus the total volume in the cup is $$Y(\omega):= \begin{cases}X(\omega) \quad X(\omega) \leq a \\ a \quad X(\omega) \geq a\end{cases}$$
Thus ##Y= g(X)## where
$$g(x) = \begin{cases}x \quad x \leq a \\ a \quad x \geq a\end{cases}$$
Hence,
$$\mathbb{E}(Y) = \int_0^\infty g(x) f_X(x) dx = \int_0^a x (x+1)^{-2}dx + a\int_a^\infty (x+1)^{-2}dx$$

Does this give you the correct result? (Wolfram alpha gives ##\ln(a+1)## as a result for this calculation, which corresponds to your textbook answer).
 
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Haha I'm sorry, I read it and thought it was a very unnessecary detail to add, obviously I was wrong :p
Yes, if I integrate from a to inf, with the condition that g(x)=a, it balance out and I get correct answer. Thanks!
 

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