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Lich · 2024年11月02日

如题

NO.PZ2023091601000122

问题如下:

A regression of a stock’s return (in percent) on an industry index’s return (in percent) provides the following results:

Coefficient Standard Error

Intercept 2.1 2.01

Industry index 1.9 0.31

Degrees of Freedom SS

Explained 1 92.648

Residual 3 24.512

Total 4 117.160

Which of the following statements regarding the regression is correct?

I.The correlation coefficient between the X and Y variables is 0.889.

II.The industry index coefficient is significant at the 99% confidence interval.

III.If the return on the industry index is 4%, the stock’s expected return is 10.3%.

IV.The variability of industry returns explains 21% of the variation of company returns

选项:

A.

III only

B.

I and II only

C.

II and IV only

D.

I, II, and IV

解释:

The R2 of the regression is calculated as ESS/TSS = (92.648/117.160) = 0.79, which means that the variation in industry returns explains 79% of the variation in the stock return. By taking the square root of R2, we can calculate that the correlation coefficient (r) = 0.889. The t-statistic for the industry return coefficient is 1.91/0.31 = 6.13, which is sufficiently large enough for the coefficient to be significant at the 99% confidence interval. Since we have the regression coefficient and intercept, we know that the regression equation is Rstock = l.9X + 2.1. Plugging in a value of 4% for the industry return, we get a stock return of 1.9 (4) + 2.1 = 9.7%.


请问老师,rho是R方的开方,在一元中和b1是不是应该一样啊?

Lich · 2024年11月02日

已经解决,麻烦老师

1 个答案
已采纳答案

pzqa39 · 2024年11月03日

嗨,努力学习的PZer你好:


好的 解决了就好,有问题可以重新发起提问哦

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就算太阳没有迎着我们而来,我们正在朝着它而去,加油!

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