244概率困难derivationlong
Distribution of the Square of a Standard Normal via Change of Variables
题目
Let .
(a) The transformation is not monotone. Using the CDF method, derive by first computing and then differentiating.
(b) Alternatively, apply the non-monotone change-of-variables formula: if and has exactly two branches and satisfying , then Verify you get the same answer.
(c) Identify the resulting distribution and express it as a Gamma distribution.
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