Sentence examples for best fitting models by from inspiring English sources
We used the likelihood ratio test to identify best fitting models by forward selection and confirmed by backwards elimination, with a nominal P-value of 0.05 as a threshold, and to test the null hypothesis that there is no association between a set of predictive features and risks for relatives.
Consequently, the four single, as well as the four matched, Q matrix models were evaluated by using the DINA model for selecting the best fitting model, by using a diverse set of fit indices (Table 4).
The GTR + Γ [ 44] model was selected as the best fitting model by the hLRTs [see Additional file 1: Table S4].
The performance of the calibration was assessed by evaluating Spearman correlations, SEs of prediction, and mean squared errors between observed compared with predicted GDD means in the validation data set with the best fitting model by these metrics across food groups presented.
We chose a 5-year lag for our ELR analysis because a 5-year lag was reported to provide the best fitting model by two of the three studies (Garshick et al. 2012; Silverman et al. 2012; Steenland et al. 1998).
Maximum likelihood trees were estimated by RAxML_HPC version 2.3.3 [ 30] using the best fitting models as determined by Prottest (http://darwin.uvigo.es/software/prottest2_server.html) [ 31] and 10 replicates of starting tree construction.
The best fitting models were selected by means of a Bayes factor (marginal likelihood) implemented in BEAST [29].
Bayesian analyses were performed with MrBayes v.3.1.2 [ 101] with best fitting models applied to each partition by gene and all parameters unlinked across partitions.
We explored a number of trajectory models with the best fitting model selected by the Bayesian Information Criterion BICC) and the fit further assessed by ensuring the posterior probability of group membership for all participants exceeded 70%.
