Consider there are N statistically independent random variables X„‚n = 1,2,.….....N, . The sum of the random variables is given as Y = X₁ + X₂ + X₂ +...... + XN -dom Then the probability density function of Y is equal to the convolution of all the individual density functions.i.e fy(y) = fx, (x₁) * fx₂ (x₂) * £₁, (x₂) *..... * £x, (XN)

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Prove the theorem 

Consider there are N statistically independent random variables X₁, n=1,2,......N, .
YLAX Hobregs
The
n
OWT 911 TO
sum of the random variables is given as
Y = X₁ + X₂ + X₂ + ...... + XN
X3
2
-dow Then the probability density function of Y is equal to the convolution of all the individual
density functions. i.e
fy(y) = fx, (x₁) * ƒx₂ (×₂) * ƒx, (X3 ) * ...….. * ƒx, (xx)
العالي الي في مي
Transcribed Image Text:Consider there are N statistically independent random variables X₁, n=1,2,......N, . YLAX Hobregs The n OWT 911 TO sum of the random variables is given as Y = X₁ + X₂ + X₂ + ...... + XN X3 2 -dow Then the probability density function of Y is equal to the convolution of all the individual density functions. i.e fy(y) = fx, (x₁) * ƒx₂ (×₂) * ƒx, (X3 ) * ...….. * ƒx, (xx) العالي الي في مي
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