THE EXPONENTIAL RATE OF LARGF DEVIATION PROBABILITY FOR THE NEAREST NEIGHBOR ESTIMATE OF A REGRESSION FUNCTION
回归函数的最近邻估计之大偏差概率的指数率

In this paper,we discuss the convergence rate of large deviation probability for the nearstneighbor estimate of a regression function.First,we obtain the exponential rate of large de-viation probability of the estimate.Then,for a kind of special distributions,the uniform errorof the estimate is considered and the exponential rate of large deviation probobility of the uni-form error is also obtained.