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Therefore, in terms of interpretability of the Bagging regression model, we focus mainly on identifying the most relevant descriptors occurring in the internal (non-leaf) nodes of the 10 model trees, rather than on the descriptors occurring in the more numerous linear models.
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We reviewed twenty-four published manuscripts that used generalized linear models to statistically determine the influence that numerous explanatory predictors have on the location of WVCs.
LRI incidence rates were modeled with generalized linear models adjusting for repeated measures and for numerous potential confounders.
For example, the temporal dynamics observed in time series plots can be feasibly managed in generalised linear models by including several cyclic factors, interaction terms and numerous predictors.
It has tremendous flexibility and can incorporate numerous statistical models within the MLM framework well beyond "traditional" hierarchical linear and generalized linear models.
Several scientists said the discovery thus seemed to undermine the simplest linear models of hominid evolution.
Platform business models are fundamentally different than existing linear models that drive today's auto manufacturers.
Linear models suggest that protecting the young fish helps sustain fisheries.
Generalized linear models.
Two linear models were created.
General linear models were used.
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