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For models, which combined many features together (i.e. Clue 1 + 2 + 3, Mixed clues, All nonclues, All available clues), we extracted the semantic coordinates of all features' key words and then calculated the sum of the resulting semantic coordinates (see Fig. 5).
The models which combined ADGs and Rx-MGs also improved slightly over the model adjusted by Rx-MGs only.
For all the three datasets the models which combined fixed and random effects were better than those that did not combine effects, indicating the importance of both sets of factors at explaining child survival.
For better forecasting performance, hybrid models which combined two or more single models for communicable disease forecasting have also been explored, and previous findings indicate that hybrid models outperformed single models [ 13, 14].
The joint effect of each SNP and arsenic concentration was evaluated by including an interaction term in the regression models which combined genotype (dominant model) and average arsenic concentration measured continuously.
In a study of 286 MS cases (mostly biopsies) (Lucchinetti et al., 2000), MS has been categorized into four different patterns of pathogenesis, which we have recognized in our animal models, which combined show most of the features of MS. In early studies we showed that myelin basic protein (MBP) isolated from normal human brain contained about 20% of the citrullinated MBP (Moscarello et al., 1994).
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The climate change section was written by Richard Tol, who is one among several economists who have developed what are known as "integrated assessment models," which combine climate and economic modeling to estimate the costs of climate change.
As the national polls indicated movement in Obama's favor, their statistical models, which combine national and state polling, alerted them to the fact that the President's chances of taking the Sunshine State were approaching fifty per cent.
On one side are economists who have been working for many years on so-called integrated-assessment models, which combine models of climate change with models of both the damage from global warming and the costs of cutting emissions.
We create a pair of coupled mathematical models which combine to explore the potential for a drug reservoir to establish based on the kinetic properties of the drug.
More recent works investigate models which combine LSA with other techniques, such as word syntactic neighborhood analysis, a model that considers the arithmetic means between n-grams and LSA [4, 8, 17], or that combines knn algorithms with LSA [18].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com