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Clear MMNm was obtained for most changes in both groups, despite the 50% deviance level, with a larger amplitude in musicians than in controls.
***denotes significant deviance (level of significance 0.001) from equidispersion (ϕ = 1) by applying a regression based test with the alternative hypothesis of a quasi-Poisson model (Cameron and Trivedi [1990]) implemented in the R library AER (Kleiber and Zeileis [2008]).
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Sociologists distinguish between deviance at different levels of analysis.
In comparing HC to FENNS-4w, lower G levels (deviance reduction 17.32 on 1 df, Pr χ2) = 0.00003) indicated membership in the FENNS-4w group as opposed to the HC group.
Then, alternative splicing scores (FIRMA scores) are calculated for each individual exon in each individual sample, as the deviance between the exon level and corresponding overall gene level expression measures.
This protocol extends current literature to assess positive deviance at a ward level in relation to the broad, complex problem of patient safety.
Thus, it might bring some deviance to the expression levels of CCAT1 in the adjacent normal tissues.
Finally, comparing the deviance of the multi-level models showed that the model incorporating performance improvement fitted better with the data than the model not incorporating performance improvement (χ = 11.10, df = 1, p < 0.001), which indicated that performance improvement influenced reliability.
Based on comparison of the model deviances, the multi-level models provided a superior fit to the data compared with analogous models that ignored the survey design (villagers nested within villages).
At the record level, Pearson and deviance residuals were visualized and any covariate patterns showing anomalous values were recorded.
Following the criterion of improvement in the model goodness of fit and parsimony (Deviance Information Criteria) the relevant levels will be chosen, contextual covariates will be incorporated and the interaction between levels will be analysed.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com