Dunken
2012-May-26 07:09 UTC
[R] How to transform OLS covariance matrix to White standard errors?
Hi! I am working with a regression of a log-log model that suffers from heteroskedasticity. I have calculated the "White standard errors". I would like to use these "White standard errors" in a RESET test instead of the originally OLS standard errors calculated by the regression. How can I transform the covariance matrix of a model? labmodel2 <- lm(formula = log(L) ~ log(W) + log(K) + log(Y), data=labordat) sumlabmodel2 <- summary(labmodel2) sumlabmodel2 coeftest(labmodel2,vcov=vcovHC(labmodel2,type="HC0" That is, I want to replace vcov with vcovHC in labmodel2 to perform a RESET test with the robust White standard errors. Can anyone help? Thank you! -- View this message in context: http://r.789695.n4.nabble.com/How-to-transform-OLS-covariance-matrix-to-White-standard-errors-tp4631432.html Sent from the R help mailing list archive at Nabble.com.
David Winsemius
2012-May-26 14:49 UTC
[R] How to transform OLS covariance matrix to White standard errors?
On May 26, 2012, at 3:09 AM, Dunken wrote:> Hi! > > I am working with a regression of a log-log model that suffers from > heteroskedasticity. I have calculated the "White standard errors". I > would > like to use these "White standard errors" in a RESET test instead of > the > originally OLS standard errors calculated by the regression. How can I > transform the covariance matrix of a model? > > > labmodel2 <- lm(formula = log(L) ~ log(W) + log(K) + log(Y), > data=labordat) > sumlabmodel2 <- summary(labmodel2) > sumlabmodel2 > > coeftest(labmodel2,vcov=vcovHC(labmodel2,type="HC0" > > That is, I want to replace vcov with vcovHC in labmodel2 to perform > a RESET > test with the robust White standard errors.Have your read? : "Econometric Computing with HC and HAC Covariance Matrix Estimators", Achim Zeileis http://www.jstatsoft.org/v11/i10/> > Can anyone help? > > Thank you! > > > > -- > View this message in context: http://r.789695.n4.nabble.com/How-to-transform-OLS-covariance-matrix-to-White-standard-errors-tp4631432.html > Sent from the R help mailing list archive at Nabble.com. > > ______________________________________________ > R-help at r-project.org mailing list > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide http://www.R-project.org/posting-guide.html > and provide commented, minimal, self-contained, reproducible code.