Variance of square of random variable

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Homework Help Overview

The discussion revolves around calculating the variance of the sum of the squares of two fair dice rolls. Participants are exploring the statistical properties of random variables, specifically focusing on variance and expectation in the context of independent random variables.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the formula for variance and how to apply it to the sum of squares of two independent random variables. There are attempts to derive the variance using different approaches, including starting from the definition of variance and considering the independence of the dice.

Discussion Status

The discussion is active, with participants providing different perspectives on how to approach the problem. Some guidance has been offered regarding assumptions about the independence of the dice and the similarity of expectation values. There is no explicit consensus yet on the best method to calculate the variance.

Contextual Notes

Participants are considering the implications of rolling two different dice and the assumption of their independence in the calculations. There is also a mention of the need to justify certain steps in the derivation process.

roflmao33
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Homework Statement



Lets say I roll 2 fair dice and take the sum of the square of each dice. What formula will be the variance?

Homework Equations


var(x)=e(x^2)-e(x)^2

The Attempt at a Solution


For dice A;
E(A)=3.5
E(A^2)=91/6
^ same for dice B.

VAR(A^2+B^2)=E(A^4)-E(A^2)^2+E(B^4)-E(B^2)^2 ?
 
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how did you get to that? I'd start from
[tex]var(A^2+B^2) = E((A^2+B^2)^2) - E((A^2+B^2))^2[/tex]

and simplify from there, though you'll probably end up at a similar place you need to justify it
 
well since i am throwing two different dice and squaring them, this means that they are independent, shouldn't I be able to use var(x+y)=var(x)+var(y)?

VAR(A^2+B^2)=E(A^4)-E(A^2)^2+E(B^4)-E(B^2)^2
 
yep, you just need to mention your assumptions, you can also say the expectation values will be the same for A & B
 

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