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A risk analyst performs a simple linear ...

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题目

A risk analyst performs a simple linear regression on return data comprising three variables evolving in time and obtains, amongst others, the followings are the statistics:
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Based on these data at a 95% confidence level, the analyst should conclude that:

选项

A.The intercept and X Variable 2 are statistically significant.

B.X Variable 1 and X Variable 3 are statistically significant.

C.X Variable 1, X Variable 2 and X Variable 3 are all statistically not significant.

D.More information is required, such as the corresponding p-values, before any meaningful deductions may be made.

答案

A

解析

Small standard errors and high t-tests are one indication of statistical significance. The p-values are redundant information if the t-test is provided.较小的标准误和较高的t检验是统计学意义的一种指示。 如果提供了t检验的p值的冗余信息。