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Nar1: Arma((p_{x},q_{x})) Arma((p_{u}+1,q_{u})). Nma1: Arma((p_{x},q_{x})) Arma((p_{u},q_{u}+1)). Unobserved component models can readily handle integrated variables, but for simplicity of exposition in what follows we maintain the assumption that (y_{t}) is a covariance stationary process, possibly after suitable differencing, as in Appendix 1.
In agreement with the sparse literature on this topic, we conclude that i) integrated variables increase the performance of classical modelling processes and ii) the combination of multi-method forecasts is a pragmatic solution to the inherent problem of choosing the most suitable method for the available data and geomorphological context.
Integrated variables – in the newborn paper record, different variables collected repeated information, therefore we integrated the information of these variables into new ones.
Our main finding was that the integrated variables did not sufficiently explain aphid abundance and their biocontrol.
The present study discusses the use of integrated variables along with a combination of multi-method forecasts for landslide susceptibility mapping.
In addition, in the asymptotic distribution framework, Sims et al. (1990) have produced evidence that when applying the vector autoregressive (VAR) model, we cannot test for the causality of integrated variables in level form regardless if these variables are cointegrated.
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On the one hand, the SWI2 allows a vertically integrated variable-density groundwater flow and seawater intrusion in coastal multi-aquifer systems, and a reduction in number of required model cells and the elimination of the need to solve the advective-dispersive transport equation, which leads to substantial model run-time savings.
The model, called Nutting, integrates variables that describe both agricultural pressures and physical attributes of catchments (climate, topography, soil).
In particular, in [12] the authors integrate variables such as recency, frequency, and monetary/demographic variables to establish a method for mining changes in shopping behavior.
Thus, using a growth model which integrates variables from both the supply side and demand side, we assess the direct and indirect effects of human capital on economic growth, including in the latter the interaction of human capital with the industrial specialization of countries.
I think we need the next generation of organ dysfunction scores to integrate variables looking at biologic effect with variables looking at clinical consequences.
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