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Those clinical features and laboratory measures were then entered into a logistic regression model to assess the predictor values of each variable.
If the predictor values of the patients show little variability (homogeneous population), it is difficult to distinguish between patients with different outcomes.
The quartiles for the fitted PDS sum scores were calculated from the observed predictor values of the entire sample to enable comparability of the grey scales between the two groups.
The linear predictor consist of âstandard which equals the estimated intercept of the standard model, and ∑ x im ⋅ β ^ standard, m which is the sumproduct of the six predictor values of patient i and the six regression coefficients.
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Analysis of variance revealed a predictor value of sex for BMI S.D.S. at 12 months (females more likely to lose weight; P=0.037) and a predictor value of baseline BMI for BMI S.D.S. at 24 months (patients with a higher baseline BMI were more likely to lose weight; P=0.047).
This assay could improve the predictor value of these previously described prediction scores and rules.
As the curve begins to plateau at a predictor value of 3.0 to 5.0, the probability of HCH increased from 67%to82%2%.
Examples of the combined distributions of LiDAR predictor values and AGB field estimates of each sample are shown in Fig. 3.
Examples of the combined distributions of LiDAR predictor values and AGB field estimates of each sample are shown in Fig. 3.
Using CART, both the target variable and the predictor values may be of categorical, ordinal or metric scale, i.e. interval or ratio, according to [40].
Missing predictor values (2% of all required values) were imputed based on the correlation with the other predictor variables (He and Shen, 1997).
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