开发者:上海品职教育科技有限公司 隐私政策详情

应用版本:4.2.11(IOS)|3.2.5(安卓)APP下载

CherryHuo · 2020年02月23日

问一道题:NO.PZ2015120204000018

问题如下:

If an omitted variable is correlated with variables already included in the model, coefficient estimates will be biased and inconsistent and standard errors will also be inconsistent. Is this Statement correct?

选项:

A.

Yes.

B.

No, because the model’s coefficient estimates will be unbiased.

C.

No, because the model’s coefficient estimates will be consistent.

解释:

A is correct.

Chang is correct because a correlated omitted variable will result in biased and inconsistent parameter estimates and inconsistent standard errors.  

您好,我听何老师讲到omit important variables这里强调过,会导致系数估计和标准误都是unreliable,但是没有提到consistency的内容。请问这里consistency也会受影响是怎么理解呀?谢谢。

1 个答案
已采纳答案

星星_品职助教 · 2020年02月23日

同学你好,

这里的结论很简单,omitted variable bias会导致系数估计不准确,同时也不满足consistency。

omitted variable bias的问题比较严重,是model misspecification的问题,也就是整个模型都错了,所以系数肯定也不准确,一致性也不会满足。

可以做个总结:

条件异方差,序列自相关,多重共线性是一组,都是违反OLS假设产生的问题,都不影响consistency

omitted variable bias是model misspecification的问题,影响consistency。

Catherine · 2020年02月27日

那所有的misspecification都会影响consistency吗

星星_品职助教 · 2020年02月27日

不能说这么绝对。二级里能涉及到的应该就是一个omitted variable bias,记住这个就行

  • 1

    回答
  • 2

    关注
  • 788

    浏览
相关问题

NO.PZ2015120204000018 问题如下 If omittevariable is correlatewith variables alrea incluin the mol, coefficient estimates will biaseaninconsistent anstanrerrors will also inconsistent. Is this Statement correct? A.Yes. B.No, because the mol’s coefficient estimates will unbiase C.No, because the mol’s coefficient estimates will consistent. A is correct.Chang is correbecause a correlateomittevariable will result in biaseaninconsistent parameter estimates aninconsistent stanrerrors. 遗漏变量带来的结果不是异方差和自相关么?这两个问题都是不影响系数的啊?而且老师课上也说遗漏变量主要是影响残差项,和系数有什么关系?

2024-08-15 18:21 1 · 回答

NO.PZ2015120204000018 问题如下 If omittevariable is correlatewith variables alrea incluin the mol, coefficient estimates will biaseaninconsistent anstanrerrors will also inconsistent. Is this Statement correct? A.Yes. B.No, because the mol’s coefficient estimates will unbiase C.No, because the mol’s coefficient estimates will consistent. A is correct.Chang is correbecause a correlateomittevariable will result in biaseaninconsistent parameter estimates aninconsistent stanrerrors. 如上

2024-04-13 22:01 1 · 回答

NO.PZ2015120204000018 问题如下 If omittevariable is correlatewith variables alrea incluin the mol, coefficient estimates will biaseaninconsistent anstanrerrors will also inconsistent. Is this Statement correct? A.Yes. B.No, because the mol’s coefficient estimates will unbiase C.No, because the mol’s coefficient estimates will consistent. A is correct.Chang is correbecause a correlateomittevariable will result in biaseaninconsistent parameter estimates aninconsistent stanrerrors. 就这道题目衍生有两个问题什么是一致性?什么情况下会影响一致性(违反那些假设?或模型设定中有哪些错误?)及其原因

2023-10-17 11:53 3 · 回答

NO.PZ2015120204000018问题如下If omittevariable is correlatewith variables alrea incluin the mol, coefficient estimates will biaseaninconsistent anstanrerrors will also inconsistent. Is this Statement correct?A.Yes.B.No, because the mol’s coefficient estimates will unbiaseC.No, because the mol’s coefficient estimates will consistent.A is correct.Chang is correbecause a correlateomittevariable will result in biaseaninconsistent parameter estimates aninconsistent stanrerrors. 为什么会导致系数的inconsistent?老师不是说consistent的意思是变量个数n的增加,不会影响它的准确性吗。就算遗漏了某个变量x,但它能体现在残差项中,这个理解有问题吗?

2022-12-04 15:33 2 · 回答

NO.PZ2015120204000018 有问必答里之前有位助教的是影响了b1的估计就会导致inconsistent。但是多重共线性中会影响b1的估计也不会影响inconsistent,所以为什么ommitex会导致呢

2022-01-10 20:32 1 · 回答