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aileen20180623 · 2020年03月13日

问一道题:NO.PZ201512020300000106

* 问题详情,请 查看题干

问题如下:

6. Is the relationship between the ratio of cash flow to operations and the ratio of net income to sales significant at the 5 percent level?

选项:

A.

No, because the R-squared is greater than 0.05.

B.

No, because the p-values of the intercept and slope are less than 0.05.

C.

Yes, because the p-values for F and t for the slope coefficient are less than 0.05.

解释:

C is correct.

The p-value reflects the strength of the relationship between the two variables. In this case the p-value is less than 0.05, and thus the regression of the ratio of cash flow fromoperations to sales on the ratio of net income to sales is significant at the 5 percent level.

significant at 5%?

1.这里的原假设是二者关系=0 ?

2.然后在5% 的范围内是接受域, 就是原假设在接受域是不显著的?

3。=0是否意味着x和Y无关?

4.如果是接受就是 not significant , 如果拒绝就是significant?

5.是不是所有significant都是检验x和Y是否为0 接受就是not significant?

1 个答案

星星_品职助教 · 2020年03月13日

同学你好,

这部分需要重听一下基础班的“Regression Analysis”部分的对于一级知识点的复习。

1.这里的原假设是二者关系=0 ?---是

2.然后在5% 的范围内是接受域, 就是原假设在接受域是不显著的?---5%是拒绝域

3。=0是否意味着x和Y无关?---可以粗略这么理解,但比较恰当的说法是系数无法拒绝等于0的原假设,这个方程建立的有问题

4.如果是接受就是 not significant , 如果拒绝就是significant?---对

5.是不是所有significant都是检验x和Y是否为0 接受就是not significant?---significant是和原假设的设定值significant different的意思,具体是不是0要看原假设是怎么设定的。not significant可以粗略理解为接受。

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相关问题

NO.PZ201512020300000106 No, because the p-values of the intercept anslope are less th0.05. Yes, because the p-values for F ant for the slope coefficient are less th0.05. C is correct. The p-value reflects the strength of the relationship between the two variables. In this case the p-value is less th0.05, anthus the regression of the ratio of cash flow fromoperations to sales on the ratio of net income to sales is significant the 5 percent level. 如标题这道题中的原假设是什么?拒绝原假设代表显著还是不显著?c中的for F ant 是什么意思?

2021-06-23 22:28 1 · 回答

NO.PZ201512020300000106 请问老师,此题中anova 表里significanF就是F检验的P-value 是吗;另外我们说p-value小于a时拒绝原假设,此题的a是不是就是0.05呢

2021-03-12 11:39 1 · 回答

No, because the p-values of the intercept anslope are less th0.05. Yes, because the p-values for F ant for the slope coefficient are less th0.05. C is correct. The p-value reflects the strength of the relationship between the two variables. In this case the p-value is less th0.05, anthus the regression of the ratio of cash flow fromoperations to sales on the ratio of net income to sales is significant the 5 percent level. P value=0,怎么样都小于5%的1.96criticvalue啊,所以应该接受原假设,not significant啊,应该选B啊

2020-06-11 07:47 1 · 回答

老师,您好!这道题c为什么要看p-valve for F?F-statistic不是等于t的平方吗?

2019-05-14 23:25 1 · 回答