Convergence rate of local least square estimators in a class of varying coefficient models

摘要

In this paper, we consider the convergence of the local least square estimators to the true value in a class of varying coefficient models with the fixed design points and the independent and identically distributed random errors. Under mild assumptions, the law of the iterated logarithm and asymptotic convergent rate of these estimators are established.