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Even though I knew that the trials I'd just undergone might be a more complete predictor of taste sensitivity, it still vibrated with talismanic power.
In Table 3, row "p" represented the model performance with complete predictor variables, while row "pi = 0" represented that with variable "pi" removed.
According to Table 3, the overall accuracy and kappa coefficients with complete predictor variables were higher than those with removed variables, indicating that the variables selected in this study had positive effect on the model performance.
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Although the experimental antidiarrheal models are not a complete predictors of clinical effectiveness, the findings of this study clearly indicated the antidiarrheal potentials of the plant extract.
Predictive Residual Sum of Squares (PRESS) of the complete (14 predictor variables) and reduced (10 predictor variables) models were 0.9726 and 0.9589, respectively, which indicates that the elimination of 4 useless environmental variables improve the prediction model.
To address the restriction of sample to complete cases, predictors for higher attrition were used as a guide to create subsamples.
Contrary to recommendations by the World Health Organization, this study could not demonstrate that adherence to four or more ANC consultations is an independent predictor of complete cord, complete thermal care or complete newborn vaccination.
Only students with a complete set of predictor variables were included in this analysis (n = 297).
The first study recruiter will complete the listed predictor variables in a standardised, closed-response case report form (CRF) by interview and examination of the patient (see online supplementary material).
From the included papers that stratify the outcome based on the evolution in time [ 3, 6, 9, 10] it may be concluded that recovery of the biceps before the third month is a predictor of complete or near complete recovery of shoulder function.
To explore the effect of missing data on the estimates, the associations of potential predictors with low IQ were compared between the restricted sample the one with complete data for predictors and outcome in the final model and the maximum available sample used in the unadjusted analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com