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Our research has been conducted on premolars in paediatric-aged patients, extracted for orthodontic reasons, in order not to include excessive variables in the research data.
The use of excessive variables in model development may cause model over-fitting (i.e., two or more different variables in the model account for the same variability in the results, which may result in spurious results).
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Its policy says: "In extreme circumstances excessive variable rewards may eat into shareholder returns, especially if a culture of entitlement or greed is fostered throughout the business.
The company's pay structure, it said, "has the potential to pay excessive variable remuneration, and we note that during the year under review, this was the case".
The final basic regression models were decided with a backwards elimination procedure using a significance threshold of ≥0.1 for elimination of excessive independent variables.
The low evenness in areas outside ORI compound can be attributed to excessive disturbance, variable conditions for regeneration and exploitation of some species (Wassie et al. 2005).
In order to avoid an excessive numbers of variables and unstable estimates, only variables that reached a P-value less than 0.25 were included in the subsequent analysis (multivariate logistic regression analysis model).
However, it should be noted that the diverse conditions, compositions, and species tested do not lend to robust meta-level analysis when an excessive number of variables is present.
The shrinkage of adjusted R from the actual R was small, indicating that there were not an excessive number of variables in the model and that the sample size was sufficient.
The domains of information and examples of the types of data elements captured by the medical record abstraction tool are described in Table 2; an exhaustive list of all data elements has not been included due to the excessive number of variables and descriptions.
Although these solutions are also hyperosmolar and have excessive glucose concentrations – variables that are known to influence immune function [ 14, 16] – they provide additional evidence of a potential anti-inflammatory role of lactate and highlight potential differences between various acids and their effects on the immune response.
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