Consider the following properties of independent normally distributed random variables X and Y (1) E(bX + dY) = bE(X)+ dE(Y), where b and d are constants. (2) var(bX + dY) = b’var(X) + d²var(Y), where b and c are constants AND X and Y are independent. (3) var(X) = E(X²) – [E(X)]² Use these properties (or a generalization of these properties) to show the following. 1. E(C) = ECihi 2. var(C) = -1

Advanced Engineering Mathematics
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ISBN:9780470458365
Author:Erwin Kreyszig
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Chapter2: Second-order Linear Odes
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Consider the following properties of independent normally distributed random variables X andY.
(1) E(bX + dY) = bE(X)+ dE(Y), where b and d are constants.
b'var(X) + d var(Y), where b and c are constants AND X and Y are
(2) var(bX + dY)
independent.
(3) var(X) = E(X²) – [E(X)]²
Use these properties (or a generalization of these properties) to show the following.
1. E(C) = E1 Cifli
-D1
2. var(C) = -G
%3D
Transcribed Image Text:Consider the following properties of independent normally distributed random variables X andY. (1) E(bX + dY) = bE(X)+ dE(Y), where b and d are constants. b'var(X) + d var(Y), where b and c are constants AND X and Y are (2) var(bX + dY) independent. (3) var(X) = E(X²) – [E(X)]² Use these properties (or a generalization of these properties) to show the following. 1. E(C) = E1 Cifli -D1 2. var(C) = -G %3D
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