Subspace approach eliminates the intermediate step of model structure selection such as model order and time-delay determination or truncation of the step response model in the identification stage, which simplifies the design procedure of the predictive controllers.
This procedure maximizes the predictive power of the global somatic indicator for mental health.
Missing values were imputed using a Multivariate Imputation by Chained Equations (MICE) procedure with the "predictive mean matching" as imputation method [ 30].
Multivariate analysis with a stepwise procedure confirmed the predictive value of these variables on TWOC outcome except for catheterization duration >3 days, which was no more significant.
This study develops a procedure that is related to Generalized Likelihood Uncertainty Estimation (GLUE), called the CV-GLUE procedure, for assessing the predictive uncertainty that is associated with different model structures with varying degrees of complexity.
In this paper, we propose a statistical data-driven method to address this challenge by minimizing the number of biomarkers in the screening procedure while maximizing the predictive power over a broad spectrum of diseases.
The prediction results achieved in this work were in most cases in good agreement with experimental amino acid profiles obtained in our laboratories by a validated HPLC procedure, thus demonstrating the predictive power of the designed QSPR.
One of the key results of his work is the development of an efficient procedure for capturing the predictive traffic characteristics and performances by monitoring ongoing traffic arrivals.
For every ego network, the procedure stopped when the predictive power dropped with the growth.
In addition, although the principles may apply to other ethnicities and procedures, the exact predictive equations and cutoff values are likely to vary with the characteristics of the cohort.
