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Brian邵彬 · 2024年04月07日

不理解为什么B是错误的

NO.PZ2016062402000005

问题如下:

Given that x and y are random variables and a, b, c and d are constants, which one of the following definitions is wrong?

选项:

A.

E(ax+by+c)=aE(x)+bE(y)+cE{(ax+by+c)}=aE{(x)}+bE{(y)}+c

if x and y are correlated.

B.

V(ax+by+c)=V(ax+by)+cV{(ax+by+c)}=V{(ax+by)}+c,

if x and y are correlated.

C.

Cov(ax+by,cx+dy)=acV(x)+bdV(y)+(ad+bc)Cov(x,y)Cov{(ax+by,cx+dy)}=acV{(x)}+bdV{(y)}+{(ad+bc)}Cov{(x,y)},

if x and y are correlated.

D.

V(xy)=V(x+y)=V(x)+V(y)V{(x-y)}=V{(x+y)}=V{(x)}+V{(y)},

if x and y are uncorrelated.

解释:

Statement , as it is a linear operation. Statement C is correct, as in Equation:

V(Y)=σp2V(Y)=\sigma_p^2

=i=1nωi2σi2+i=1Nj=1,jiNωiωjσi,j=\sum_{i=1}^n\omega_i^2\sigma_i^2+\sum_{i=1}^N\sum_{j=1,j\neq i}^N\omega_i\omega_j\sigma_{i,j}

=i=1Nωi2σi2+2i=1Nj<iNωiωjσi,j=\sum_{i=1}^N\omega_i^2\sigma_i^2+2\sum_{i=1}^N\sum_{j

Statement D is correct, as the covariance term is zero if the variables are uncorrelated. Statement B is false, as adding a constant c to a variable cannot change the variance. The constant drops out because it is also in the expectation.

Statement B is false, as adding a constant c to a variable cannot change the variance. 

1 个答案

品职答疑小助手雍 · 2024年04月08日

同学你好,增加常数不影响方差。基础班讲义41页。

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