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On bahadur's representation of quantiles in nonregular cases
Authors:Malay Ghosh  Shashikala Sukhatme
Institution:Iowa State University , Ames, Iowa, 50011
Abstract:The paper considers Bahadur’s representation of quantiles (see Bahadur (1966), Ann. Math. Statist., 37, 577-580) in cases where the usual assumptions regarding the existence and boundedness of the derivatives of the distribution function in a neighbourhood of the population quantile(s) of interest are not met. Following Kiefer((1967), Ann. Math. Statist., 38, 1323-1342) we provide an exact order of the remainder term in Bahadur’s representation. A weaker result regarding the order of the remainder term is also provided under weaker regularity assumptions.
Keywords:Bahadur representation of quantiles  non- regular cases  central limit theorems  regularly varying distribution functions  laws of the iterated logarithms  m-dependent processes
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