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Figures 8 and 9 show the P V and I V curves of the single-diode model (identified using the proposed MABC) and the corresponding experimental data points, respectively.
We report the model identified using backward selection as it had a larger adjusted R2 (39.3 vs. 38.1).
Additionally, we investigated the use of a partitioned model, identified using PartitionFinder v.1.0.0 [ 32], which suggested that some of the partitions we initially defined should be merged.
RAxML (Stamatakis 2006) was used to construct a maximal-likelihood phylogenetic tree with the LG+I+G+F model identified using ProtTest.
The model identified using age 10 DNA methylation data and asthma status information indicated a substantial decrease in the odds of asthma along with the increase of DNA methylation of cg12405139 (log-OR = −12.15 with P = 0.049).
2 Pairwise differences are based on the maximum likelihood distances calculated using the nucleotide substitution parameters associated with the best fitting model identified using MODELTEST The percent of constant characters among Agalinis species varied from 68.76% – 93.95% for ITS and ndhF respectively (Table 2).
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It will be shown that models identified using the data from the optimized experiments are considerably more accurate than those identified using conventional random phase multisine excitations.
A nominal model is selected from models identified using experimental data and is used as the a prior model of the controlled process.
In recent work [9], we developed a retrieval mechanism based on requirement models identified using goal analysis.
In the first evaluation of GLAD performance, test data classification accuracy was compared between models identified using only labeled data and models using both labeled and unlabeled data.
DNA sequences were manipulated with the DNASTAR programs (DNASTAR, Madison, WI), maximum parsimony trees were constructed using PHYLIP [ 41], and maximum likelihood trees were constructed using PAUP [ 42] with optimum substitution models identified using ModelTest [ 43].
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