Question: * 22. X and Y are independent, identically distributed random variables with mean 0, variance 1, and characteristic function . If X + Y and
* 22. X and Y are independent, identically distributed random variables with mean 0, variance 1, and characteristic function φ. If X + Y and X − Y are independent, prove that
φ(2t ) = φ(t)3φ(−t ).
By making the substitution γ (t ) = φ(t )/φ(−t) or otherwise, show that, for any positive integer n,
φ(t ) =
(
1 −
1 2
t 2n
2
+ o
t/2n2
)4n
.
Hence, find the common distribution of X and Y. (Oxford 1976F)
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