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Differences in the procedure to identify and select asthmatic cases, and differences in severity definitions may explain the differences observed.
The latter two screenings are included in the procedure to identify latent exclusion criteria.
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MELODIC applies an initial principal component analysis-based dimension estimation to find the optimal number of independent components and then uses this number in the decomposition procedure to identify the independent spatial components.
This scenario is additionally supported by the fact that data from 12-year-old plants were not used in the screening procedure to identify candidate gene SNPs from pool segregant analysis, and that the number of significant genetic association tests was the lowest for field data at that age.
We used the LHA procedure to identify the haplotypes in three different public data sets.
Each of these functions is then used as a building block for an approximation function, which is used in an iteration procedure to identify the physical parameters of the dynamical system considered.
Such simple relationships may be used in a screening procedure to identify pesticides that require more refined studies.
48 After adjustment for smoke-free legislation, number of days, and population size, we considered the other predictor variables in a backwards selection procedure to identify the best model using the mgcv library's unbiased risk estimator (UBRE), an approximation to Akaikes Information Criterion, 49 to compare candidate models.
The package, which is available for download from the web site http://noble.ce.washington.edu, features a procedure to optimize the architecture of NNs by adjusting the number of neurons in the hidden layer, and a novel procedure to identify the input variable, or combinations of input variables, that is/are important for predicting outputs.
The novelty lies mostly in the development of a theory-based procedure to identify jobs' requirements from data on workers in the absence of direct information about the production process.
In this paper, a procedure to identify parameters of a microalgae growth model is described.
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