Suppose that X, Y are iid continuous uniform distributions over the interval (0, 1). Find the pdf of Z = X + 2Y.

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This revolves around the subject of linear models. The given problem is: Suppose that X, Y are iid continuous uniform distributions over the interval (0, 1). Find the pdf of Z = X + 2Y. My attempt at the problem is shown below. Is my solution correct? If not, why? I figured that the 2 in X + 2Y was a constant, so it could be ignored.

4. Suppose that X, Y are iid continuous uniform distributions
over the interval (0₁1). Find pdf of 2=X+24
• X.Y: independently uniformally dorikated over (0.1)
-range of X + 2Y: (02)
- Let X+2Y=Z
.For
any 0 <=< 1,
• f(x+2r) (2) = √∞00 £x(x) {y (2-x) dx = So 1dx=2
• For any 1≤2≤2
• fcx+2y) (2) = 5-00 £x (x) fy(2-x) dx = √²-1) 10x.
1cx=
•{(x+2y) (Z) = Z
graph of paf
02241
32-2, 1<z≤2
elsewhere
2
f(z)
#
→X
1-(2-1)=2=2
Transcribed Image Text:4. Suppose that X, Y are iid continuous uniform distributions over the interval (0₁1). Find pdf of 2=X+24 • X.Y: independently uniformally dorikated over (0.1) -range of X + 2Y: (02) - Let X+2Y=Z .For any 0 <=< 1, • f(x+2r) (2) = √∞00 £x(x) {y (2-x) dx = So 1dx=2 • For any 1≤2≤2 • fcx+2y) (2) = 5-00 £x (x) fy(2-x) dx = √²-1) 10x. 1cx= •{(x+2y) (Z) = Z graph of paf 02241 32-2, 1<z≤2 elsewhere 2 f(z) # →X 1-(2-1)=2=2
Suppose that X, Y are iid continuous uniform distributions over the interval (0, 1). Find the
pdf of Z = X + 2Y.
Transcribed Image Text:Suppose that X, Y are iid continuous uniform distributions over the interval (0, 1). Find the pdf of Z = X + 2Y.
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