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hetroscedasticity in panel data
Posted: Thu Feb 12, 2015 1:19 pm
by kazmi89
dear members can you please tell me how i can test hetroscedasticity in panel data fixed effect model? i am using eviews 8 demo version
Re: hetroscedasticity in panel data
Posted: Thu Feb 12, 2015 1:40 pm
by EViews Gareth
EViews does not have built in heteroskedasticity tests for panel data.
Re: hetroscedasticity in panel data
Posted: Thu Feb 12, 2015 1:58 pm
by kazmi89
EViews does not have built in heteroskedasticity tests for panel data.
then sir how i can test it manually in eviews?
Re: hetroscedasticity in panel data
Posted: Thu Feb 12, 2015 2:08 pm
by EViews Gareth
You'll have to calculate whatever test you want to perform by hand.
Re: hetroscedasticity in panel data
Posted: Thu Feb 12, 2015 2:12 pm
by kazmi89
You'll have to calculate whatever test you want to perform by hand.
thank you sir
Re: hetroscedasticity in panel data
Posted: Fri Feb 13, 2015 9:13 am
by adc
Dear,
In order to test for heteroscedasticity, you can change the structure of your workfile from panel data to unstructured and perform the White heteroscedasticity test. However, if I want to correct for heteroscedasticity when using panel data, I should know whether I have cross-section / period / contemporaneous heteroscedasticit. How can I know/which test can I run on my unstructured data in order to know this?
Many thanks in advance.
Re: hetroscedasticity in panel data
Posted: Sat Feb 14, 2015 1:55 pm
by kazmi89
Dear,
In order to test for heteroscedasticity, you can change the structure of your workfile from panel data to unstructured and perform the White heteroscedasticity test. However, if I want to correct for heteroscedasticity when using panel data, I should know whether I have cross-section / period / contemporaneous heteroscedasticit. How can I know/which test can I run on my unstructured data in order to know this?
Many thanks in advance.
dear can you please comment on the following procedure which i have done for white test.
first of all i got the residuals from fixed effect estimation after that i converted my file into unstructured and then i regressed square of those error term(which i obtained from fixed effect estimation) on my independent variables, their squares and their cross products. my procedure is ok or not?
Re: hetroscedasticity in panel data
Posted: Mon Jun 15, 2015 11:42 am
by joshchipunza
i would like to ask how i can use Eviews 8 to correct for heteroscedasticity and clustered errors in a fixed panel model.
Re: hetroscedasticity in panel data
Posted: Mon Jun 15, 2015 11:48 am
by joshchipunza
I meant to ask how Eviews 8 can be used to correct for heteroscedasticity and correct for clustered standard errors in a fixed panel model.
Could anyone please assist me in this regard because i am stuck with my methodology
Re: hetroscedasticity in panel data
Posted: Mon Jun 15, 2015 8:38 pm
by EViews Glenn
http://forums.eviews.com/viewtopic.php? ... ster#p1191
Also see the discussion in the manual of weighted least squares in panel estimation and related topics.
Re: hetroscedasticity in panel data
Posted: Thu Jun 25, 2015 1:05 am
by sihas
Dear Sir,
I have followed previous posts and kindly ask you to reconfirm if the White test for heteroskedasticity using unstructured dataset (by converting panel struture to unstructured) is valid for the original dated panel. Should it be the case, how can I detect the type of heteroskedasticity in Eviews 8 and also test for correlation?
I have a panel with cross section fixed effects, where T<N. Can I use cross section weights and White diagonal (instead of white period) ?
How can I find the optimum choice?
Many thanks for your time and kind reply.
Kind regards,
Vivi
Re: hetroscedasticity in panel data
Posted: Fri Jun 26, 2015 12:20 am
by sihas
Dear Members,
In a panel with cross section fixed effects, where T=14 nad N=27, can I use cross section weights and White diagonal (instead of white period because period weights don't work with fixed effects and white period yields a warning message concernig the rank of the covariance matrix) ? Can I simply disregard the warning? (by the way, I followed your advice concerning the commands wgt=persur @expand(c,@crossid) and near singular matrix is displayed.
I really hope you can help!
Thanks a lot!
V.