Distribution Convegence Rate of Continvous Random Variables Functions
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Graphical Abstract
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Abstract
Suppose continuous random variables ξ1n,…ξrn are mutually independent and distributiuon convegence to ξ1,…,ξr and ηn=φ(ξ1n,…ξrn) are continuous random variables,Fξin(x),Fηn(x),Fξi(x),Fη(x) are the corresponding distribution functions. Under some conditions, we prove that supx|Fξn(x)-F*n(x)|≤d f c \sqrtn if supx|Fξin(x)-Fξi(x)|≤\fracL\sqrtn,where c and L are constants, i=1,… r. Especially whenφ(x1,…,xr)=x12+…+x or φ(x1,…,xr)=x12+…+xk2/x12+…+xr2 the result above is correct.
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