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These models contain variables such as birth weight, Apgar score, blood gases, as well as measures of pulmonary hypertension, and associated anomalies.
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Four models containing variables of interest were fitted.
As the model contains variables with a heterogeneous scale, the data was adjusted to give a 0 mean value and 1 variance value in order to enhance performance.
MI is based on a prediction model containing variables theoretically associated with the variables with missing values.
The second best model was selected if the first model contained variables with a high degree of multicollinearity (variance inflation factor >10 in one case).
Each model contained variables representing roadways, population density, land use, and the geographic x-coordinate to represent a west-to-east trend of higher to lower NO2 across the city.
Multivariate logistic regression analysis resulted in a superior final model containing variables of SNAP, gestational age, the presence of apnea of prematurity and PDA, and surfactant use as independent risk factors.
Signorini et al. [ 20] design a simple model containing variables such as age and GCS, but the small number of attributes may limit the reliability of the generated rules.
The 3D ABAQUS® finite element (FE) model for thermo-geomechanical analysis which exactly maps the STOMP-CO2 model contains variable thermo-geomechanical properties.
Our final interaction-containing model (model 1B) contained variables for all six moral foundations, age, education and a liberty age interaction term.
After stepwise backwards predictor elimination and confounding assessment for demographic terms, our final no-interaction model (model 1A) contained variables for all six moral foundations, education and age.
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CEO of Professional Science Editing for Scientists @ prosciediting.com