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The latter point is demonstrated by identifying a centre which predicts experimental observations by Gray et al. (1984, 8th Int. Symp. of Chem. Reaction Engng, Edinburgh, pp. 101 108) and constructing a model which predicts it.
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Global modeling constructs a model which is independent from user queries.
We therefore construct a model which goes beyond this simple correlation framework.
More precisely, using a dummy matrix representing the existence of the missing values, we have constructed a model which can be interpreted as an extension of the GMANOVA model of Potthoff & Roy [9] for three-dimensional array data.
Browaeys and Price (2008) drew on the work of a number of other theorists, including Hofstede (1980), Hall and Hall (1990) and Trompenaars (1993), to construct a model which identifies eight dimensions and links them to specific managerial tasks – something no one else had done.
Firstly, we need to construct a model which would include all known mechanisms of microRNA action.
The data are used to construct a model which predicts changes in PDR.
These values allowed us to construct a model, which we initiated with households with the observed size distribution, and comprising entirely of susceptible individuals.
We also constructed a model which used a BMI category which collapsed obesity class I and class II+ for the interaction analysis as the prevalence of class II+ obesity was low and this could have lead to unstable estimates.
In Chen's report [ 11], AAP propensity scale was used in combination with a support vector machine (SVM) to construct a model which achieved optimal accuracy of 71.09% on Chen872 using fivefold cross-validation at window size 20.
Combined with applying parsimonious principles, we are able to construct a model which more clearly explains the evolutionary path of P450 genes in the four fungi used in our study.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com