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Nimo. · 2024年02月18日

请问选项都是什么意思

NO.PZ2023061301000009

问题如下:

Which of the following statements regarding a one-tailed hypothesis test is

correct?

选项:

A.

The rejection region increases in size as the level of significance becomes

smaller.

B.

A one-tailed test more strongly reflects the beliefs of the researcher than a

two-tailed test.

C.

The absolute value of the critical value is larger than that for a two-tailed

test at the same level of significance.

解释:

B is correct. One-tailed tests in which the alternative is “greater than” or “less

than” represent the beliefs of the researcher more firmly than a “not equal to”

alternative hypothesis.

A is incorrect because a smaller significance level implies a smaller rejection

region. C is incorrect because the absolute value of the critical value for a

one-tailed hypothesis test is smaller than that of a two-tailed test.

For example, for a two-tailed t-test with 30 degrees of freedom at the 5% significance

level, the corresponding critical value is ±2.042 (2.5% in each tail) whereas

the corresponding critical value for a one-tailed t-test is +1.697 or –1.697 (5%

in the left or right tail). Thus, the absolute value of the critical value is smaller

for the one-tailed test than it is for the two-tailed test for the same level of

significance.

老师,请问下三个选项都是什么意思,C哪里错了呀,不太明白。

1 个答案
已采纳答案

品职助教_七七 · 2024年02月19日

嗨,努力学习的PZer你好:


A选项:当significance level(即平常说的α,如1%,5%或10%)减小时,rejection region(用于拒绝原假设的拒绝域)会增加。

这个描述是错误的,因为significance level=rejection region,这两者只能同增同减,不可能一增一减。

B选项:相比于双尾检验,单尾检验的研究者信心更足。

这个描述是正确的。双尾检验只能确定不等于一个数,但不确定是大于还是小于。单尾检验可以直接确定想检验的方向,例如认为就是大于。故单尾检验对于要检验的方向信心是更足的。

C选项:对于相同的significance level,在绝对值的层面,单尾的critical value要比双尾的critical value大。

这个描述说反了,举一个数字的例子就很容易判断。以正态分布下significance level=5%为例,单尾critical value的绝对值为1.65,双尾为1.96。显然是双尾的应该更大。


提问时请具体描述选项和答案解析中不明白的地方。

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