By the exponential of martingale , the strong consistency and uniform strong consistency in finite closed interval are be obtained , which improve the results in [ 5 ] 利用軟的某種指數(shù)不等式,得到了其加權(quán)核估計(jì)的強(qiáng)相合以及在有限閉區(qū)間內(nèi)一致強(qiáng)相合的性質(zhì),并在某種意義上推廣了[ 5 ]的結(jié)果。