Sentence examples for more spatial regression from inspiring English sources

3) Ecological studies: To be classified in this category, studies had to apply one or more spatial regression methods to address aetiological questions with the question clearly stated in the study objective.

For example, the most comprehensive studies began by mapping raw data, further explored the data using one or more cluster detection methods and then applied one or more spatial regression methods to understand the relationship with predictor variables (Dai et al. 2013; Shenoi et al. 2015).

Balk et al. [ 23] consider cluster specific spatial autocorrelation within the OLS regression but do not perform a more formal spatial regression.

In particular, a local spatial regression model based on geographically non-stationary relationships in variables was found to be more effective in understanding soundscape quality in multi-functional urban spaces.

Spatial autocorrelation and spatial regression were analyzed.

Three studies applied spatial regression methods to address aetiological questions.

In contrast, the spatial regression approaches tested could continue to perform well in spatial extrapolation areas.

The OLS model belongs to a non-spatial regression, whereas the GLS model is a spatial regression which considers the autocorrelation in the residuals.

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.

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

When decreases, more spatial reuse is allowed.