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𝒜𝒩𝒥𝒜 安雅🎃 · 2021年09月15日

检验统计量的分子问题

NO.PZ2018062016000132

问题如下:

Claire believes that the mean price of the commercial residential building is greater than $155,000. The population standard deviation is $25,000. A random sample of 36 commercial residential buildings in the area has a mean price of $159,750. Claire conduct the hypothesis test at a 1% level of significance. The value of the calculated test statistic is closet to:

选项:

A.

1.14.

B.

0.19.

C.

1.33.

解释:

A is correct. This is a one-tailed hypothesis since the alternative hypothesis only allows values greater than the hypothesized value. z=159750-155000/(25000/6)=1.14



我用上方公式算对了这题。但我不明白分子为什么不可以是the hypothesized value减去X̄?


如果是要衡量the hypothesized value在分布上离均值X̄多远,既然分布是左右对称,【the hypothesized value减去X̄再除以标准误】和【X̄减去the hypothesized value再除以标准误】,算出来的数值只是相差了一个正负号。我该怎么理解公式的分子【X̄减去the hypothesized value】的意思?

1 个答案
已采纳答案

星星_品职助教 · 2021年09月16日

同学你好,

这个公式相当于是正态分布标准化。根据中心极限定理,X bar服从正态分布,且均值为总体均值μ0,标准差为总体标准差σ除以根号n。所以根据标准化的公式代入就是这个顺序。

简单看一下就行,这个逻辑不会去考,原版书上也没有。

这类“为什么一个公式是这样子的”的问题没有必要去纠结。所有公式都是数学证明出来的,直接应用即可。

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