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The NN based matching can result in a single peak being matched to many peaks from the other spectrum.
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When there are inconsistencies in the data used for matching, relaxing the match criteria can result in the identification of previously-missed links.
This article takes KF as a basic implementation model, and shows through experimental results how curve matching can improve its prediction accuracy when it is used for the target tracking of human subjects.
Alternatively, if they are incorrectly matched, then it can result in relatively large amplitude and/or frequency deviations in the resulting partial.
As in matching models, segregation can result because prejudiced firms do not hire Red workers and the wage differential comes essentially from the difference in labor demand between Reds and Greens.
There are optimal matching methods that will break matches if doing so can result in a better overall matched sample, and it has been shown that there are circumstances in which greedy matching will find fewer acceptable matches than optimal matching (17).
Not matching on this entry point can result in artificially different exposure patterns between cases and controls (a patient with 5 years' diabetes duration has a greater chance of receiving a given drug than a patient with only 1-year duration), thus introducing time-window bias (4).
As an ill-posed inverse problem, different combinations of uncertainties can result in matched models and, as the real response is unknown, methodologies for HM must be capable of representing all possible answers in a certain search space, mitigating the risk of convergence to a local minimum that may not represent the real answer.
We have demonstrated that increasing the number of untreated subjects matched to each treated subject can result in increased bias in estimating treatment effects.
However, recent results on distributed estimation or detection indicate that joint optimization through some form of source-channel matching and local node cooperation can result in significant system performance improvement [143 147].
A close match means mechanical resonance that can result in large amplitudes.
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