Some uniform in bandwidth functional results for the tail uniform empirical and quantile processes

preprint2012arXivOpen access

Abstract

For fixed t∈[0,1)t\in [0,1) and h>0h>0, consider the local uniform empirical process $$\DD_{n,h,t}(s):=n^{-1/2}\coo\sliin 1_{[t,t+hs]}(U_i)-hs\cff,\;s\in [0,1],$$ where the UiU_i are independent and uniformly distributed on [0,1][0,1]. We investigate the functional limit behaviour of $\DD_{n,h,t}$ uniformly in $\wth_n\le h\le h_n$ when $n\wth_n/\log\log n\rar \infty$ and $h_n\rar 0$.

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