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The model building procedure entailed the following steps.
The model was used to predict the 99 samples in Table 1 that were left out of the model building procedure.
The routine proposes a set of optimum experimental settings to support structural model definition, kinetic order estimation and parameter estimation during a model building procedure and process characterization.
The description of e-rater includes a summary of characteristics of writing covered by e-rater, variations in modeling techniques available, and the regression-based model building procedure.
Furthermore, to cope with the curse of dimensionality which limits related current modeling approaches, a sequential model building procedure is proposed to explore and select the time varying lags of the longitudinal predictors.
A controlled model building procedure was utilised to ensure that key confounding variables were included in the analysis and hypotheses around mediation could be tested.
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Based on the result, stepwise regression model building procedures can then be performed to extract the potential synergistic interactions between antibiotics.
Third, the model building procedures can be compared to determine what combinations of learning techniques and feature mapping methods that are able to generate significantly effective models on the data under study.
Automated model building procedures (forward, backward or stepwise regression) are not supported by the survey analysis command in Stata 8.0 and are therefore not used in any of the analyses.
Thus, as most model building procedures, the model constructed via the lasso still requires validation.
Stepwise model building procedures used a significance threshold of 0.05 for both entry and retention in the models.
More suggestions(15)
model building system
model building step
model monitoring procedure
model building strategy
model building work
model calculation procedure
model simplification procedure
model reduction procedure
model selection procedure
model submission procedure
model calibration procedure
model building code
model building approach
model estimation procedure
model building analysis
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com