Sentence examples for mixed models provides from inspiring English sources

The possibility of using complementary data from the stands to calibrate the mixed models provides a clear advantage over models developed by other procedures, which require large amounts of data or are less accurate.

Use of SNP-derived relationshipstinnships in linear mixed models provided a better goodness-of-fit than pedigree-based expected relationships.

Quoting Pinheiro and Bates: " mixed models provide a flexible and powerful tool for the analysis of grouped data" [ 14].

Longitudinal analysis techniques, including linear and nonlinear mixed models, provide the means to characterize observed patterns of change from repeated measures and have been demonstrated to be successfully implemented in studies examining brain development [Sadeghi et al. 2013].

The same topology was found in both MP and Bayesian analyses irrespective of utilizing codon positions for the Bayesian cytB analyses and also for each of the two multi-locus datasets; however, the mixed models provided increased support indices at most nodes for all data sets, and therefore, only the support indices while utilizing codon partitions are shown for the Bayesian results (Figs. 2, 3).

For height prediction of new growth series, tested on our validation subset data, the mixed model provides a new (local) parameter prediction method (termed as mixed predictor), which generally performed better than the traditional method of recovering local parameters (the least squares (LS) predictor we used).

If the sample size is limited and the goal is to evaluate only the total effect of a primary independent variable, rather than delineating direct versus indirect effects, then the mixed model provides similar power and coverage probability to the SEM.

Inclusion of stochastic differential equations in mixed effects models provides means to quantify and distinguish three sources of variability in data.