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It would also be useful to see plots of the FSC between the fitted model and the map.
Model refinement: Changing the model structure to minimize discrepancies between the fitted model and the experimental data.
Patient differences between the fitted model and actual data were categorised by stage and treatment for both the Cox and log-normal models.
The resulting district-level predictions (Fig. S5) and deviance (Fig. S6) displayed a generally good agreement between the fitted model and the source data.
The observed deviations between the fitted model and observed autocorrelations are not too great, suggesting that the assumption of compound symmetry is not unreasonable.
For testing multimodality, we used the likelihood ratio test statistics between the fitted model for the tested number of components, k, versus the alternative model with k - 1 components.
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The good correlation between the experimental and the fitted model curves led to the change versus time of the different parameters of the equivalent circuit.
The AIC measures goodness-of-fit between the observations and the fitted model, with lower scores indicating better fits.
When we plotted the differences between the logs of the fitted model, we found no convincing evidence for a difference in pattern.
The goodness of fit can be computed as the difference between the deviance for the fitted model and the deviance for the saturated model (which fits the data perfectly).
Growth and kinetics data were fitted by nonlinear regression procedure, minimizing the sum of squares of the difference between the experimental data and the fitted model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com