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2009-07-28
我研究房地产公司的资本结构。
老师要我做OLS 分析, 和fixed effect, random effect 分析,用hausman test 确定到底是哪个effect?

我做了OLS, 用了hausman test 确定是random effect,
然而,这说明了什么啊?请哪位高人指点下?
还有我要用公式表达我的线性关系,是参考OLS的回归系数,还是看random effect model 的系数啊?


我急,谢谢高人指点!!!
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2009-7-29 00:16:30
给你一个链接,可能有帮助:
http://hi.baidu.com/healthstat/b ... a4b379ca80c496.html
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2009-7-29 05:08:35
jeffrey wooldridge (2002) book, econometric analysis of cross-sectional and panel data. it's everywhere.
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2009-8-1 11:12:33

1

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2009-8-2 10:58:00
这个基本原理还是得看看书,可看伍德里奇的书,写得比较详细。
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2009-8-17 23:15:31
because you have a panel, (time series and cross-sectional), the differences between units are called individual effects or heterogeneity.
Panel data models acknowledge that different units behave differently by adding an individual heterogeneity term denoted to the pooled model as follows:
There are two popular panel data models that account for individual heterogeneity in two different ways.
The first model is called the fixed effects model and it assumes that the heterogeneity term f and the independent variables x are correlated.
The second model is called the random effects model and it assumes that the heterogeneity term f and the independent variables x are not correlated.

you need do Hausma test to choose btw fixed effects and random effects model

1. Estimate the fixed effects model using the command:
xtreg invest assets, fe
2. Store the results from Step 1 using the command:
est store fixed
3. Estimate the random effects model using the command:
xtreg invest assets, re
4. Finally generate the Hausman test statistic using the command
hausman fixed

The estimation of panel data models boils down to the choice between three estimators:
1. The pooled model should be used when there is no individual heterogeneity in the model.
2. When there is individual heterogeneity and it is not correlated with the independent variables of the model, the random effects model should be preferred. The Hausman test helps us decide
whether this is the case or not.
3. If the individual heterogeneity is correlated with the independent variables, the fixed effects model should be used.
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