Calculating Certain Properties from Distribution Functions

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Homework Help Overview

The discussion revolves around calculating properties from a distribution function f(x), which represents the number of objects with a specific physical property. The original poster seeks to determine the total number of objects, the average value of the property, and specific values of x that meet certain conditions based on f(x).

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts to establish the correctness of their integrals for total objects and average value. They also question how to handle cases where the calculated property does not belong to a defined set A.

Discussion Status

Some participants confirm the correctness of the original poster's integrals. The conversation has shifted to calculating the median of the distribution, with further inquiries about the method for determining the cumulative distribution.

Contextual Notes

The original poster expresses uncertainty regarding the application of the distribution function when the property x is constrained to a specific set A, raising questions about approximation and validity in those cases.

MathIsFun
1. The problem statement, all variables, and given/known data
I am given a distribution function f(x) that tells me the number of objects with a certain physical property x (such as having a certain mass or temperature) and I need to calculate the total number of objects, the average value of the property of the objects, and values of x that satisfy a certain value of f(x).

Homework Equations


I don't know

The Attempt at a Solution


If the function f(x) is defined on a<x<b, I believe the total number of objects would be \int_{a}^{b}f(x)\,dx and the average value of the property would be \frac{\int_{a}^{b}x f(x)\,dx}{\int_{a}^{b}f(x)\,dx}
First, are these correct?

Second, my main concern is that sometimes the property x is defined only for values of x in a set A (e.g., counting). Since the distribution function is an approximation, does it still work for these values? For instance, if I had to calculate the value of the property x that is held by n objects and I get some value x=m\notin A, would I approximate it to the closest value that is in A, leave the answer as x=m, or say that there is no value of x\in A that satisfies this condition?

Thank you
 
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MathIsFun said:
First, are these correct?
They are correct.
The Census Bureau reports that the average American family in 2016 consists of 3.14 (no relation to π) persons. Does this answer your other question?
 
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Yes, thank you.
 
Now I have to calculate the median of the distribution. If f(x) is defined for a<x<b, I would then calculate h(x)=\int_{a}^{x} \frac{f(z)}{N}\,dz, where N=\int_{a}^{b} f(x)\,dx, to get the cumulative distribution h(x) and solve for x when h(x)=0.5.
Is this correct?
 
That is correct. For future reference, if you have a second question after the first one has been answered to your satisfaction, please post it separately. You may also post a multipart question, as in parts (a), (b), etc. if you plan ahead.
 
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