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Cox multiple regression limited to 64 subjects with complete data (Table 5) identified only pathological TNM as a significant predictor of OS with worse survival associated to stages II (HR = 3.49, 95% CI = 1.30 9.40) and III (HR = 4.39, 95% CI = 1.41 10.68) compared to stage I.
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Multiple regressions are limited in the range of causal structure that they can represent, and could even suggest a wrong model when a complex causality is involved [ 50].
Third, the factors we could adjust for in multiple regression analysis were limited.
The multiple regression analysis was limited to testing the biomedical (i.e. health), social and psychological approaches, as independent predictors of quality of life, as they overlapped in content with the broader biomedical (i.e. health and social engagement) and the multidisciplinary lay approaches.
The multiple regression methods applied to additionally control for important confounding variables further limit the potential for systematic error in the estimated associations described in the present report.
This research proposed an aggregation of multiple regression and back-propagation neural network to find the manufacturing parameter's limits (upper and lower limits).
The number of samples limits the number of miRNAs to be considered in a multiple regression model.
The highest variance inflation factor in for any of the terms in the multiple regression model was 1.97 indicating that multicollinearity was well within acceptable limits.
Instead of multiple regression analysis, PLS regression analysis is introduced.
Hypotheses were tested using multiple regression analysis.
the modeling method of multiple regression.
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