… In our study we use the queen criterion of the R packages spdep, spatialreg, rgdal, maptools, leaflet and RcolorBrewer, to get the weights matrix we use two functions, poly2nb and …
D Payares-Garcia, B Quintero-Alonso… - Spatial and Spatio …, 2023 - Elsevier
… The spatial autoregressive models were built and tested with the spatialreg and lmtest packages. The spatial data management was conducted using the package sf. …
N Wiedemann, H Martin… - … on Geographic Information …, 2023 - drops.dagstuhl.de
… process or from spatially heterogeneous exogenous … spatialregressionmodels for the prediction of unseen test data that is subject to various kinds of heterogeneity. We simulate spatial …
RS Bivand - Journal of Geographical Systems, 2021 - Springer
… been mentioned, either most sp-based workflows continue to function using sf objects or changes have been made in packages like spdep and its modelling counterpart spatialreg to …
… Construct spatialregressionmodels that overcome the shortcomings of classical analytical … mortality research, including ordinary least squares (OLS) that ignores spatial effects. …
F López, K Kholodilin - Papers in Regional Science, 2023 - Elsevier
… spatialregression framework to account for potential non‐linearities and spatial effects in spatialregressionmodels… variables in the spatialregressionmodel—including the spatial lag of …
S Wu - ISPRS International Journal of Geo-Information, 2023 - mdpi.com
… to conduct all related spatialregressionanalyses and the … In order to create a suitable spatialregressionmodel, this study … “spatialreg” of the R language to construct the spatial cross-…
Y Park, JM Guldmann, D Liu - Computers, Environment and Urban Systems, 2021 - Elsevier
… are obtained through GIS analysis, and then quantified as independent variables explaining LST variations over grids of varying sizes with spatialregressionmodels. The estimation …
B Lu, Y Ge, Y Shi, J Zheng, P Harris - Spatial Statistics, 2023 - Elsevier
… basic geographically weighted regression (GWR) and multiscale GWR (MGWR), where only the latter enables relationships to vary at their own spatial scale. In terms of model fit, both …