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We report model adequacy for the fully Bayesian approach only since the other approaches are its approximations.
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In this way, it has been possible to audit the models' adequacy for this particular simulation task.
While the AIC, CAIC, BIC and ECVI all indicate how well the model will cross-validate to another sample, the RMSEA provides a 'rule of thumb' cutoff for model adequacy of < 0.08.
Good first- and second-order model adequacy was found for pesticide calibration.
The residual analysis is performed to check for model adequacy and assumptions.
There must be close agreement between the predicted and experimental values and no significant difference existing for model adequacy validation.
For the eGRASP the interest lies in the fact that such composition and conceptualisation of the models can be facilitated and controlled, e.g. looking for model adequacy.
In order to check for model adequacy, the VECM is subjected to a number of diagnostic tests, namely the normality, serial correlation, heteroscedasticity (BPG and ARCH) and Ramsey RESET tests to ascertain its statistical adequacy.
To compare a more complex model a to a simpler model b, we employed the information-theoretic evidence ratio (ER = AIC c weight of model a ÷ AIC c weight of model b) to quantify the relative support of a versus b, and used the per cent deviance explained (%DE) to determine structural goodness-of-fit of model a (test for model adequacy).
Association between smoking reduction and mental health in the propensity score-matched sample details of the variables entered into propensity scores and for model adequacy checks are shown in the online supplementary material.
A thorough residual analysis delivers further support for the model adequacy.
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