Sentence examples for between the fitted models from inspiring English sources
On the other hand, AIC or AICc difference between the fitted models is less than 2 in the cases of the M ≥ 6 dataset with MA = 8 and M ≥ 6.5 dataset with MA = 4 (Table 3) suggesting that these medium eruption magnitude categories might be represented by either the exponential or double exponential model (Burnham and Anderson, 2002).
Table 4 shows the difference in deviance (ΔD) between the fitted models and a null model with no genes.
Finally, more quantitative estimates of agreement between the fitted models and experimental data are required.
Note that normally distributed residuals can be thought of as having infinite degrees of freedom, and in this case there were no differences between the fitted models.
The difference in PLL between the fitted models with heavy-tails and the normal model was inversely related to the degrees of freedom of the simulated residuals.
Furthermore, for more quantitative estimates of agreement between the fitted models and experimental data, we performed Bayesian estimation for the whole dataset using Markov Chain Monte Carlo (MCMC) sampling.
As an alternative way to compare the two approaches the linear and spline models we computed the difference between the deviances of the fitted models.
Model refinement: Changing the model structure to minimize discrepancies between the fitted model and the experimental data.
The resulting district-level predictions (Fig. S5) and deviance (Fig. S6) displayed a generally good agreement between the fitted model and the source data.
Patient differences between the fitted model and actual data were categorised by stage and treatment for both the Cox and log-normal models.
