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We validate our results by applying a statistical adequacy test to the emulator.
A model for BDCM formation was estimated from 44 experiments and statistical adequacy was assessed using appropriate diagnostics, including residual plots and an R2 of 0.97.
The principal criteria are statistical adequacy of the model when compared with experiments, consistency of bed-independent parameters when estimated from bed response, and consistency of parameters of dispersion with respect to variations in the Schmidt group and Reynolds number.
Maximum likelihood analysis applied to a number of independent experimental data sets for the magnetic field effect on electrolytic mass transport indicates that several regression models can correlate such data at comparable statistical adequacy.
Instead, the paper proposes a number of strategies that separate the statistical and substantive sources of information, ab initio, and address the problem by replacing goodness-of-fit with statistical adequacy to secure the statistical reliability of inference, and then proceed to pose questions of substantive adequacy.
Furthermore, the VECM will be subjected to a number of statistical diagnostic tests, namely the normality, serial correlation, heteroscedasticity and Ramsey RESET tests to ascertain its statistical adequacy.
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Three questions assessed the statistical methodology: adequacy of sample size, risk factor selection and model strategy choice.
The predominant human evidence came from cross-sectional studies conducted in the former Soviet Union.These studies were difficult to evaluate due to incomplete reporting and had obvious limitations in terms of subject selection, exposure assessment,lack of quality control, statistical analysis, adequacy of the comparison group, and confounding.
Effectiveness, adequacy, statistical significance and validity, and fit of data of the developed model has been checked using ANOVA analysis (depending on P value, F value and R2 value), Anderson Darling test and normal probability plot.
24 The model was also checked for statistical interactions and adequacy before being declared final.
The model was checked for statistical interactions and adequacy before being approved as final.
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