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Both models showed significant correlation between experimental and predicted data for all quality attributes.
Open image in new window Fig. 6 Simulated and predicted data for correction of distal tibial deformities.
Open image in new window Fig. 4 Simulated and predicted data for correction of distal femoral deformities.
Table 2 presents the design matrices of the actual experiments using CCRD and the predicted data for the response variables.
Open image in new window Fig. 5 Simulated and predicted data for correction of proximal tibial deformities.
Up to 5 nearest neighbors from the training set are shown, along with the measured and predicted data for each 2.
Similar(38)
In theory, the model that is best according to AIC is the one that minimizes prediction error ; and this is also true for a mixed effects model when predicting data for individuals for which no data have been obtained so far.
The limitation with this approach would be that i) we do not know how much of the missing data in the population we do not predict since we do not know the population size, and ii) we cannot predict data for which there is no information to base a model on.
Intuitively, predicting data for an individual that cannot be "individualized" seems problematic; because the data are predicted using a random effect η i set to zero, instead of the value fitting for that individual.
The external evaluation provides no information on the ability of the model to predict data for LC-oral since LC-oral was not evaluated in study 3. Calculation of summary statistics and graphical display of observed and simulated data for study 3 was conducted as described above under visual predictive check.
Predicted data were obtained for fillet weight, fillet yield and fillet fat based on a prediction equation.
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CEO of Professional Science Editing for Scientists @ prosciediting.com