Probability density function homework

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Homework Help Overview

The discussion revolves around finding a constant \( c \) such that the function \( f(x,y) = cx^2 + e^{-y} \) qualifies as a proper probability density function over the specified domain of \( -1 < x < 1 \) and \( y > 0 \). Participants are exploring the implications of integrating this function and the conditions required for it to normalize to 1.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the integration of \( f(x,y) \) to find \( f(y) \) and set up the condition for normalization. Questions arise about the feasibility of solving for \( c \) when faced with terms involving infinity. There is also a consideration of whether a real value for \( c \) can exist that satisfies the conditions of a probability density function.

Discussion Status

The discussion is active, with participants offering various insights and questioning the assumptions made regarding the integration process. Some suggest that setting \( c = 0 \) could lead to convergence, while others argue that this does not yield a valid probability density function. Multiple interpretations of the problem are being explored without reaching a consensus.

Contextual Notes

Participants are grappling with the implications of integrating constants and the behavior of the function as it approaches infinity. The constraints of the problem, particularly regarding the definition of a proper probability density function, are under examination.

kingwinner
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Find a constant c such that f(x,y)=cx2 + e-y, -1<x<1, y>0, is a proper probability density function.

My idea:
f(y)
1
=∫ f(x,y) dx
-1

So I have found f(y), now I set the following integral equal to 1 in order to solve for c:


∫ f(y) dy = 1
0

Integrating, I get something like (c)(∞)+...=1

If this is the case, how can I solve for c? (can't divide something by infinity) Is this question even possible?

Thanks!
 
Last edited:
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Try c=0. It is the only number that could possibly have a finite limit when multiplied by infinity.
 
kingwinner said:
1
∫ f(x) dx = 1
-1

Integrating, I get something like (c)(∞)+...=1
How? Can you describe?
 
EnumaElish said:
How? Can you describe?

Performing the integartion, I get
f(y)=
1
∫ cx2 + e-y dx
-1
=2c/3 + 2e-y

Setting

∫ f(y)dy=1
0
I get 2c/3 (∞) + 2 =1
 
kingwinner said:
=2c/3 + 2e-y
Look at your 2c/3 term, it is a constant wrt y. Any constant, integrated from 0 to infinity, is infinite. It must be zero in order for the integral to converge.
 
DaleSpam said:
Look at your 2c/3 term, it is a constant wrt y. Any constant, integrated from 0 to infinity, is infinite. It must be zero in order for the integral to converge.

For 2c/3 (∞) + 2 =1
Put c=0
=> 2=1 (if the first term is zero)
So c=0 doesn't give a proper probability density function...
 
kingwinner said:
Find a constant c such that f(x,y)=cx2 + e-y, -1<x<1, y>0, is a proper probability density function.
No such real c exists.
 

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