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princessmiao · 2019年11月17日

问一道题:NO.PZ2015120604000132

问题如下:

Which of the following is the most accurate statements about hypothesis testing?

选项:

A.

The calculated z-statistic for a test of a sample  variance when the population variance isknown as: z= X ¯ μ 0 σ/ n  (σ2 is the variance).

B.

If the computed z-statistic = -3 and the critical z-value = -2, the null hypothesis should be accepted.

C.

Type I error equals the significance level.

解释:

C is correct.

The z-statistic is used for the test of a sample mean not variance  .

If the computed z-statistic = -3 and the critical z-value = -2, the null hypothesis should be rejected.

没明白C选项为什么正确

1 个答案

星星_品职助教 · 2019年11月18日

同学你好,

C选项就是第一类错误的一个重要结论。第一类错误的概率=α(significance level),第二类错误无此结论。

这个知识点常见的考察方式为significance level 下降 / 从10%变到5% / confidence level从90%变到95% / confidence level上升后的结论:第一类错误(下降),第二类错误(上升),power of test(下降)

注意significance level是那个比较小的概率1%,5%,10%等。95%那些是confidence level不要混了。加油

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