Before revision:  We show that inference based on the usual cluster-robust standard errors by White (1984 ) is invalid in general when the number of controls is a non-vanishing fraction of the sample size.
After revision:  We show that inference based on the usual cluster-robust standard errors by Liang and Zeger (1986 ) is invalid in general when the number of controls is a non-vanishing fraction of the sample size.