Strong Uniform Convergence Rate of Nonparametric Kernel Estimate of a General Function under Dependent Data

In many statistical models, the estimate of unknown mean function or of unknown condition mean of function is often considered. In the paper, we give a solution for this problem and the strong uniform convergence rate of nonparametric kernel estimate of unknown condition mean of a general function under α-mixing dependent data.