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Article #265

Question on ratio estimate

#265
From: Jie Wang
Date: Thu, 03 Sep 1992 03:00
33 lines
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Hi, there, could someone out there help me with the following
ratio estimate problem ? Any comments and/or references are
appreciated. Now the problem:

Suppose {X(i)} and {Y(i)} are i.i.d. sequences respectively, but
X(i) and Y(i) may be correlated. Let m(x) and m(y) be the expected
values of X(i) and Y(i) repectively. We would like to estimate 
	    m(x)
	R = ----. 	We know that
	    m(y)


	^      [ sum_1_to_n X(i) ] / n
	R(n) = -----------------------  
               [ sum_1_to_n Y(i) ] / n

is a consistent but biased estimator for R. Does anyone know of
any RIGOROUS treatment on the variance of this estimator ?
Particularly, I am interested in some sufficient conditions of X(i),Y(i),
that imply
                           ^
lim_n_to_infinity   n var( R(n) ) 

         E(X**2)    E(Y**2)      E(X*Y)
= R**2 { -------  + ------- - 2--------- }.
         m(x)**2    m(y)**2    m(x)*m(y)


Comments on more general nonlinear estimator are also welcome.

Thanks a lot.

--J. Wang
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From: wangj@eniac.seas.upenn.edu (Jie Wang )
Newsgroups: sci.math.stat
Subject: Question on ratio estimate
Message-ID: <87798@netnews.upenn.edu>
Date: 3 Sep 92 03:00:14 GMT
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