Abstract
ABSTRACTIn this article, we establish the invariance principles for the error variance estimator in linear models, which weaken the conditions for the errors in Chen (1980) from finite fourth moment to infinite fourth moment. Furthermore, the almost sure central limit theorem of the error variance estimator is also obtained under the assumption for the errors of infinite fourth moment.
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