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Quant版 - A simple problem on correlation coefficient
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1 (共1页)
b*****n
发帖数: 143
1
A, B and C are three variables. Suppose we know the correlation coefficient
between A and B is x, and correlation coefficient between B and C is y. I
remember that the correlation coefficient between A and C must be in a
certain range. But I can not find the formula. Can anybody tell me? Thanks.
g*****1
发帖数: 18
2
Triangle rule.
A-B with an angle of alpha, correlation = cos(alpha)
B-C with an angle of beta, correlation = cos(beta)
A-C with an angle of 180-alpha-beta, correlation = cos(180-alpha-beta)
Correlation between A and C can be explicitly expressed in terms of other
two correlations.
b*****n
发帖数: 143
3

Thank you very much for your reply. Do you happen to know where I can find a
mathematical proof of this rule?

【在 g*****1 的大作中提到】
: Triangle rule.
: A-B with an angle of alpha, correlation = cos(alpha)
: B-C with an angle of beta, correlation = cos(beta)
: A-C with an angle of 180-alpha-beta, correlation = cos(180-alpha-beta)
: Correlation between A and C can be explicitly expressed in terms of other
: two correlations.

b*****n
发帖数: 143
4
I have an impression that the correlation coefficient of (X,Z) is in a
certain range. But according to the triangle rule, it will be a fixed value?
Correct me if I am wrong. Thanks.
g*****1
发帖数: 18
5
Yes, a fixed value.
If you have two angles fixed, the third is also known.
You can test with some examples.
p********6
发帖数: 1802
6
correlation matrix is positive define?

coefficient

【在 b*****n 的大作中提到】
: A, B and C are three variables. Suppose we know the correlation coefficient
: between A and B is x, and correlation coefficient between B and C is y. I
: remember that the correlation coefficient between A and C must be in a
: certain range. But I can not find the formula. Can anybody tell me? Thanks.

x******a
发帖数: 6336
7
A-B=1 alpha=0
B-C=1 beta=0
then A-C=-1 since 180-0-0=180
anything wrong?

【在 g*****1 的大作中提到】
: Triangle rule.
: A-B with an angle of alpha, correlation = cos(alpha)
: B-C with an angle of beta, correlation = cos(beta)
: A-C with an angle of 180-alpha-beta, correlation = cos(180-alpha-beta)
: Correlation between A and C can be explicitly expressed in terms of other
: two correlations.

L**********u
发帖数: 194
8
这种题目还有什么讨论的意义?
不就是求个行列式的问题吗。
L**********u
发帖数: 194
9
semi-positive

【在 p********6 的大作中提到】
: correlation matrix is positive define?
:
: coefficient

1 (共1页)
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问一道电面题,关于4个random variable相互之间的correlation考大家一个题,什么是downside correlation & beta?
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话题: between话题: alpha话题: simple