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Model comparison implemented in pStat was not used.
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All of the models and model comparison methods described here are implemented in the open-source PHASE software, which will allow other users to apply our methods to their analyses of RNA genes.
We implement and apply Bayesian model comparison methods, such as Bayes factor ranking and predictive information criteria based on cross-validation techniques under various a priori scenarios.
Model comparison.
We evaluate the technical performance of our CCGT model by comparison to an equivalent model implemented in Thermoflow THERMOFLEX and observe agreement of power output and efficiency to within 4.1% and the temperature profile within the HRSG within 2.9%.
In these cases, we utilize simple comparison linear models implemented in limma (Smyth 2004) to identify single oligos whose signal increased significantly in the ChIP channel.
A conventional exponential generalized autoregressive conditional heteroskedasticity (EGARCH) volatility model is also implemented for comparison purpose.
The general ANFIS and ANN models were implemented for comparison as well.
Sites subject to positive selection were identified using the site, branch and branch-site models implemented in CODEML, using the model comparisons recommended by Yang et al. [ 80].
The model is implemented into the simulation environment Aspen Custom Modeler and validated by comparison of published pilot plant data with the simulation results.
The proposed model was implemented into a finite element program (ABAQUS) for comparison with experimental data.
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