Sentence examples for models of the trend from inspiring English sources

Meanwhile, LSSVM is utilized to establish forecasting models of the trend component and main components, where their parameters are optimized by PSO algorithm.

The results show that this type of specification is convenient when one includes mixtures of normals in the modeling of the trend.

The modeling of the trend was then performed following the removal of seasonal effects by initially fitting a locally weighted (Lowess) scatterplot smoother (with bandwidth = 0.3) to explore the form of the long-term trend in the relationship between time (months) and monthly proportions of pulmonary tuberculosis cases [ 30].

aPer 100,000 persons per year aPer 100,000 persons per year Trend models Selection of the trend model of type 1 diabetes IR was done using the stepwise procedure, where several models were sequentially fitted to the data and the successive choices depended on the obtained quality of fit.

We also estimated a predictive model of the trends in childhood diabetes incidence for the near future.

A more formal assessment of the contribution of age, period and cohort effects involved the fitting of APC models to the trends (Clayton and Schifflers, 1987a, 1987b).

The validity of the models and the trend of the results are verified by performing parametric study.

However, here the ratios were more accurately normalised to the baseline levels of 2006 due to the modelling of the time trend.

With the exception of EFE for which no evidence of trend emerges, for each of these latter models the trend term is of the order of 0.005 (standard deviation of the order of 0.002).

The realizable k ε model was the only model able to provide the correct trend for the concentration distribution in the lower region between the two buildings; however, none of the models reproduced the trend in the upper regions.

The strong correlation between the estimated and observed series on the anchovy and sardine models suggests that ANN models capture the trend of the historical data.