蘭沖鋒,吳群英
(1.阜陽師范學院 經(jīng)濟與管理學院,安徽 阜陽 236037;2.桂林理工大學 理學院,廣西 桂林 541004)
對每個n=1,2,…和所有的x1,x2,…,xn∈R都成立,則稱隨機變量{Xn;n≥1}是END的.
文獻[12]中例4.1表明,END序列不僅反應了負相依結(jié)構(gòu),而且在某種程度上體現(xiàn)了正相依結(jié)構(gòu),是一種非常廣泛的相依隨機變量序列.如:當M=1時,END序列即為ND序列.顯然,END序列包含了獨立序列,而文獻[14]舉例說明了NA序列一定是ND序列,但ND序列不一定是NA序列,而ND序列又是END序列,反之則不成立.表明END序列是比獨立序列、NA序列和ND序列更弱的、更廣泛的一種隨機變量序列.Shen[15]研究了END序列的概率不等式及其應用,而對于END樣本下的最近鄰密度估計問題,目前尚未見文獻報道.基于此,本文考慮END樣本最近鄰密度估計的一致強相合速度問題,在更弱的條件下,得到了與NA序列相同的結(jié)論,從而推廣了文獻[7]的結(jié)果.本文用“?”表示“O”.
注1 1)定理1在更弱的條件下,得到了與NA樣本情形下相同的結(jié)論;2)由推論1可知,fn(x)的一致強相合收斂速度幾乎為n-1/6,該結(jié)論與NA樣本情形下是相同的,但與獨立情形的n-1/4不同.
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