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246概率简单derivationshort

Rayleigh Distribution from Independent Normals

题目

Let XX and YY be independent N(0,σ2)N(0, \sigma^2) random variables. Define R=X2+Y2R = \sqrt{X^2 + Y^2}.

(a) Using the CDF method, derive the PDF of RR for r0r \geq 0.

(b) Identify the distribution by name and compute E[R]E[R].

(c) Evaluate E[R]E[R] and Var(R)\text{Var}(R) numerically for σ=1\sigma = 1.

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你的答案

第 2 项

3a

3b