Article View: sci.math.stat
Article #265Question on ratio estimate
From: Jie Wang
Date: Thu, 03 Sep 1992 03:00
Date: Thu, 03 Sep 1992 03:00
33 lines
1497 bytes
1497 bytes
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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Path: arc1-ca.pugleaf.net!sparky!uunet!wupost!sdd.hp.com!nigel.msen.com!yale.edu!jvnc.net!netnews.upenn.edu!eniac.seas.upenn.edu!wangj 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 References: <huff-020992210907@pgl6.chem.nyu.edu> Sender: news@netnews.upenn.edu Organization: University of Pennsylvania Lines: 33 Nntp-Posting-Host: eniac.seas.upenn.edu