A relation between positive dependence of signal and the variability of conditional expectation given signal
2006 ◽
Vol 43
(04)
◽
pp. 1181-1185
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Keyword(s):
Let S 1 and S 2 be two signals of a random variable X, where G 1(s 1 ∣ x) and G 2(s 2 ∣ x) are their conditional distributions given X = x. If, for all s 1 and s 2, G 1(s 1 ∣ x) - G 2(s 2 ∣ x) changes sign at most once from negative to positive as x increases, then the conditional expectation of X given S 1 is greater than the conditional expectation of X given S 2 in the convex order, provided that both conditional expectations are increasing. The stochastic order of the sufficient condition is equivalent to the more stochastically increasing order when S 1 and S 2 have the same marginal distribution and, when S 1 and S 2 are sums of X and independent noises, it is equivalent to the dispersive order of the noises.
2006 ◽
Vol 43
(4)
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pp. 1181-1185
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2010 ◽
Vol 47
(3)
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pp. 893-897
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2010 ◽
Vol 47
(03)
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pp. 893-897
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1989 ◽
Vol 12
(3)
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pp. 477-486
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2016 ◽
Vol 7
(1)
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pp. 36-44
2006 ◽
Vol 462
(2068)
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pp. 1181-1195
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2013 ◽
Vol 155
(3)
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pp. 475-482
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2013 ◽
Vol 83
(1)
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pp. 157-162
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1965 ◽
Vol 36
(4)
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pp. 1302-1305
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