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However, this increase was much smaller than when the training set was constrained to 1000 individuals.
The third data set was used by Nakajima and Hasegawa (2007a) and was useful for constraining velocity structures over a wider region around the study area.
Though the measures of shopping behavior available in this data set were relatively limited, constraining the potential for comparisons with previous research, more shopping trips per month and a smaller percentage of small trips in particular were associated with more healthful food patterns.
However, by using the above mentioned data set we are constrained to mortality as a proxy for quality.
The number of parameter sets obtained was constrained by computational demands.
Highly detailed representations of system structures may not be useful to simulate TP dynamics in treatment wetlands if comprehensive data sets are not available to constrain each pathway.
All of the monosulcate genera in the atp1 alignment were also represented in the matR data set, whereas eudicot sampling for atp1 was constrained by sequences available on GenBank (12 of the same genera as with matR or placeholders from same family).
Measurements of this ratio27, 28, for which there is additional discussion in Methods, and of the branching fraction (B+ J/ψ K+) are used to normalize both sets of data and are constrained within Gaussian uncertainties in the fit.
Our sample size was constrained by the available data.
Moreover, the sum of the variance components was constrained to be 1000, for both normal and non-normal data sets.
Sometimes the group was constrained by a paucity of data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com