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XIUGINGMAN · 2022年11月24日

这里怎么判断需要用T检验?

NO.PZ2021062201000020

问题如下:

Jill Batten is analyzing how the returns on the stock of Stellar Energy Corp. are related with the previous month’s percentage change in the US Consumer Price Index for Energy (CPIENG). Based on 248 observations, she has computed the sample correlation between the Stellar and CPIENG variables to be −0.1452. She also wants to determine whether the sample correlation is significantly different from zero. The critical value for the test statistic at the 0.05 level of significance is approximately 1.96. Batten should conclude that the statistical relationship between Stellar and CPIENG is:

选项:

A.

significant, because the calculated test statistic is outside the bounds of the critical values for the test statistic.

B.

significant, because the calculated test statistic has a lower absolute value than the critical value for the test statistic.

C.

insignificant, because the calculated test statistic is outside the bounds of the critical values for the test statistic.

解释:

A is correct. The calculated test statistic is:


Because the value of t = −2.30177 is outside the bounds of ±1.96, we reject the null hypothesis of no correlation and conclude that there is enough evidence to indicate that the correlation is different from zero.

首先本题假设检验为:

H0:ρ=0;

Ha:ρ≠0

通过上述计算,算出的检验统计量为-2.30177,落在大于±1.96的区间外,1.那么拒绝原假设。

怎么判断需要用T检验?使用T检验的情况有哪几种?

1 个答案

星星_品职助教 · 2022年11月25日

同学你好,

检验方式需要根据具体所检验的是什么来确定。本题是关于correlation的检验,这个背景下对应的检验就是t检验。

主要检验所对应的各类场景可参照下面的原版书表格。除此之外,后面要学到的回归方程的系数检验对应的也是t检验。

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