1. Let X and Y have joint probability density function (pdf) given by [1,0

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1. Let \( X \) and \( Y \) have joint probability density function (pdf) given by

\[
f(x_1, x_2) = 
\begin{cases} 
1, & 0 < x_1, x_2 < 1 \\ 
0, & \text{elsewhere} 
\end{cases}
\]

Find the joint probability density function of \( Y_1 = X_1 + X_2 \) and \( Y_2 = X_1 - X_2 \).

Also find the marginal density functions of \( Y_1 \) and \( Y_2 \).
Transcribed Image Text:1. Let \( X \) and \( Y \) have joint probability density function (pdf) given by \[ f(x_1, x_2) = \begin{cases} 1, & 0 < x_1, x_2 < 1 \\ 0, & \text{elsewhere} \end{cases} \] Find the joint probability density function of \( Y_1 = X_1 + X_2 \) and \( Y_2 = X_1 - X_2 \). Also find the marginal density functions of \( Y_1 \) and \( Y_2 \).
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