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MI is based on a prediction model containing variables theoretically associated with the variables with missing values.
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.
These IPQ- R subscales were therefore used to control for content of thoughts about cancer in the final hierarchical multiple regression analyses.> -wrap-foot> R change shows increment in variance explained when each set of variables was entered sequentially; beta, T and p are from the final model containing variables from all steps N.B.
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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.
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.
Four models containing variables of interest were fitted.
The 3D ABAQUS® finite element (FE) model for thermo-geomechanical analysis which exactly maps the STOMP-CO2 model contains variable thermo-geomechanical properties.
These models contain variables such as birth weight, Apgar score, blood gases, as well as measures of pulmonary hypertension, and associated anomalies.
The provisional final model thus obtained was further examined by re-entering/removing every previously excluded variable separately until a model containing only variables with p < 0.05 resulted.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com