[See Solution] Let X_1tilde N(μ _1,σ _1^2) and X_2tilde N(μ _2,σ _2^2). Define Y=X_1+X_2. Show that Y is described by normal distribution. What


Question:

Let \({{X}_{1}}\tilde{\ }N\left( {{\mu }_{1}},\sigma _{1}^{2} \right)\) and \({{X}_{2}}\tilde{\ }N\left( {{\mu }_{2}},\sigma _{2}^{2} \right)\). Define \(Y={{X}_{1}}+{{X}_{2}}\).

  1. Show that Y is described by normal distribution.
  2. What are the mean and variance of Y?

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