On Sat, 13 Oct 2012, Afrae Hassouni wrote:

Hello,

Is there a way to perform a White test (testing heteroscedasticity) under R?

White's test is a special case of the Breusch-Pagan test using a particular choice of auxiliary regressors. The Breusch-Pagan test is available in bptest() from "lmtest" or ncvTest() from "car". A worked example on how to perform the White test with bptest is provided in help("CigarettesB", package = "AER"), based on an example from Baltagi's "Econometrics" textbook:

library("AER")
data("CigarettesB", package = "AER")
cig_lm2 <- lm(packs ~ price + income, data = CigarettesB)
bptest(cig_lm2,
  ~ income * price + I(income^2) + I(price^2),
  data = CigarettesB)

hth,
Z

Best regards,

Afrae Hassouni

______________________________________________
R-help@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.


______________________________________________
R-help@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.

Reply via email to