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Tissue TACs were fitted to the models by use of the nonlinear least-squares method with the Levenberg-Marquardt algorithm, which minimizes the weighted sum of squared errors between PET measurement and model solutions.
Another solution is to use a separate model for the zeroes, e.g. delta-type models by use of logit, or probit to estimate the rate of zeroes, followed by a model of the continuous positive data [21].
We carefully assayed the development of fibrosis in both transgenic models by use of various methods.
Both events can be downregulated, at least in experimental models, by use of antioxidants [ 18].
Missing covariate data were included in models by use of indicator variables.
10 It recommended the development of new risk prediction models by use of primary care research databases.
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The training phase consists of re-estimating HMM models by using the Baum-Welch algorithm after aligning and tying the models by using the decision tree method [12].
Table 2 shows rules generated from randomForest models by using the inTrees package.
We determined seismic structure models by using first arrival tomography and traveltime mapping.
Section 3 provides the wideband DOA estimation models by using FrDCA.
Finite element models, by using ABAQUS programme, have been used to accomplish this investigation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com