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Statistics版 - Cramer-Wold theorem with infinite dimension
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话题: theorem话题: cramer话题: wold话题: dimension
进入Statistics版参与讨论
1 (共1页)
n**h
发帖数: 22
1
The Cramer-Wold theorem states that if every fixed linear combination of d
random variables converges to a normal distribution, then the d variables
jointly converges to a multivariate normal distribution. Does this theorem
hold when the dimension d goes to infinity? Thanks.
h***i
发帖数: 3844
2
what is the meaning of infinitely dimensional multivariate normal
distribution?

【在 n**h 的大作中提到】
: The Cramer-Wold theorem states that if every fixed linear combination of d
: random variables converges to a normal distribution, then the d variables
: jointly converges to a multivariate normal distribution. Does this theorem
: hold when the dimension d goes to infinity? Thanks.

n**h
发帖数: 22
3
嗯,后来想了想,实际证明中一般都只用linear combination,不需要joint
distribution。
多谢!
a***g
发帖数: 2761
4
maybe when the number of dimension goes to infinity, the joint normal
distribution can converge to the uniform distribution on the unit sphere in
an infinity dimensional space.
1 (共1页)
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