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Global sensitivity analysis is then employed to provide a more comprehensive importance ranking of these critical microstructure parameters considering both main and interaction effects.
This method has been combined with a Monte Carlo approach, developing a new algorithm for assessing both main and interaction terms when analyzing the influence of experimental factors through a Plackett Burman design of experiments.
The studies have indicated that both main and interaction effects of the process variables play a major role in determining the bead dimensions and dilution, and the effect of interaction between the process variables cannot be neglected.
Factorial design (FD) is a method that monitors the interactions of multiple factors which accommodate the effect of both main and interaction effects (Cheong and Gupta (2005)).
RSM is recognized to model the effect of different input process variables, both main and interaction effects, on the process output variable (Box et al. 2005).
Both main and interaction effects are included, with reference group indicated in the left column where applicable.
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We then ran the final model using only the selected variables (both main and interactions), and we retained covariates only if they were significant at p < 0.05 or if they confounded the exposure outcome relationship (i.e., a change of 10% in the coefficient for exposure).
Based on the results obtained, both the main and interaction effects on the maximum force, displacement at fracture and energy absorption until perforation were determined.
Response surface plots are very important tools in learning both the main and interaction effects of the independent variables.
These plots can be helpful in understanding both the main and interaction effects of the independent variables on the response (Jain et al. 2011).
Therefore, the aim of our study was to evaluate the effect of dietary intake of minerals and vitamins that have a biological association with bladder cancer risk, in terms of both main and potential interaction effects.
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