Sentence examples for by comparing the models from inspiring English sources
One way of evaluating models, known as Bayesian model selection, is by comparing the models on their marginal likelihood, or else on their posteriors (cf. Kass and Raftery 1995).
By comparing the models from the first and second section to the third and fourth section, we tested whether and which combination of factor sets explains species-specific activity and foraging activity best or whether only landscape, local, or temporal effects are relevant.
The most reasonable nesting structure was determined by comparing the models, which were designed with different nesting structures and different random variance component specifications, thereby revealing the potential correlations and non-constant variability of the energy consumption per kilometre (ECPK) and improving the estimation accuracy by 7.5%.
By comparing the models (including our own), several conclusions can be drawn.
By comparing the models with live imaging data it will be possible to test different division rules at a cellular level.
These were calculated by comparing the models to their respective null models using F statistics.
In the Cardiovascular Life Expectancy Model, predictive validity was checked by comparing the model estimates with events observed in primary and secondary prevention trials[ 39, 40].
The success of the St-Id is investigated in a comparative fashion by comparing the model parameters calibrated using different sensor configurations.
The modeling performance is validated by comparing the model outcome with measured data extracted from a real device.
