VDR defined the problem, provided epidemiology domain knowledge, critically discussed results and conclusions, and revised the regression model.
Therefore, revised model is developed using regression analysis.
KI, TU, and TM participated in the comprehensive design of the study, evaluated the multiple regression equation, and revised the manuscript.
In this study, the design of experiment (DOE) optimization procedure proposed originally by Chen et al. (1998) and extended later by Chu et al. (2003) has been revised by using support vector regression (SVR) to build models for target processes.
The parameters for the two revised equations were estimated using nonlinear regression analysis, as described before.
Arguably, integration of this additional information into the regression model via a revised genotype matrix could improve the performance of MU.
According to multivariate logistic regression analysis, the surgical specialty, revised trauma score < 9, injury severity core >15, the need for ventilatory support and the use of vasopressors significantly influenced mortality (P < 0.05).
We further revised the corresponding description by performing linear regression analysis and removing the "outliers" by more robust upper and lower 90% prediction limits.
3. C) The justification for use of kernel ridge regression is provided in the revised manuscript, please see sub-section "Predictive modelling methods".
Furthermore, taking the most similar case located as the foundation, and matching it with regression analysis, this study carries out revised calculation and comparative investigation to rapidly acquire the analytic results.
VAS GTS visual analogue mean scores severity of Gilles de la Tourette Syndrome Psychiatric symptoms: SCL-90R: Symptom Checklist 90 Revised WHOQOL-26: World Health Organisation Quality of Life-26; stepwise regression analysis.
