Sentence examples for use of spatial regression from inspiring English sources

In such cases, the use of spatial regression techniques are needed to minimise the effect of spatial autocorrelation.

The common rationale behind the use of spatial regression methods is to minimise the effect of spatial autocorrelation, as was illustrated by the included studies.

This paper investigated the use of spatial regression to evaluate the impacts of watershed characteristics on stream NO3NO2-N concentration in the Cedar River Watershed, Iowa.

Future developments will regard the analysis of interaction between land-use and transportation systems, the development of spatial regression models, and it will also comprise the supply transportation system, the localization of dwellings and economic activities, and the territorial features.

We used the geographically weighted regression (GWR) method, a type of spatial regression that generates parameters disaggregated by the spatial units of analysis, to detail and map each regression point for the response variables of the standardized incidence ratio (SIR -district SIR -district

However, one of the AC access models and all of the surface temperature models were significantly autocorrelated and required use of spatial lag or spatial error regression.

This means that to model the phenomenon is necessary to use spatial regression models because the application of non-spatial regression models can lead to wrong results.

Detailed illustrations of the modified predictive process using multivariate spatial regression with both a simulated and a real dataset are offered.

Hence, there was no need to use spatial regression modelling.

The general objectives of this research are to determine relationships among yield, protein and N rates, using spatial regression analysis of yield monitor data; and to optimize variable-rate application (VRA) of nitrogen fertilizer for wheat.

Previous ecological studies have used spatial regression models to explore the dependency of cholera on some local measures of sanitation [ 11, 12].