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That these efforts haven't been successful suggests new methods are required, Omer said.
New methods are required to establish these results because an infinite-dimensional nuisance parameter affects the asymptotic distributions.
Therefore new methods are required especially when it comes to make predictions limited to small areas, such as counties.
However, the design of these reconfigurable lines implies more difficult optimisation problems to solve and new methods are required.
As the complexity of the acquired NMR data increases, the task of analysing these data constantly becomes more and more demanding and new methods are required to facilitate the analysis.
Under the assumptions we consider in this paper, new (unexpected) phenomena are observed in the study of this problem and new methods are required to construct the k-peaks solutions and describe their asymptotic behavior (weak limits of the rescaled solutions, localization of the concentration points of the peaks, asymptotic profile of the rescaled peaks, etc.).
In order to overcome these testing challenges, new methods are required that are different than the traditional testing procedures of a monolithic approach.
New methods are required to solve the range of optimization problems arising from this new and evolving environment.
New methods are required to apply established analytical approaches to data collected from new observation platforms (e.g., satellites and unmanned aerial vehicles).
New methods are required for adequate and routine inclusion of genotypic influence on DNA methylation in epigenome-wide association studies to control for potential confounding.
In addition, the new methods are required to reduce big data streams at the earliest immediately after data production and its entrance into the big data systems.
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