Spatial analysis of the incidence of Dengue, Zika and Chikungunya and socioeconomic determinants in the city of Rio de Janeiro, Brazil

ER da Silva Queiroz… - Epidemiology & …, 2021 - cambridge.org
… study, spatial dependence analysis indentified a spatial relationship … Spatial modelling
corroborated the importance of socioeconomic factors and sanitation conditions in the spatial

[HTML][HTML] Top–down disaggregation of life expectancy up to municipal areas, using linear self-regressive spatial models

V Basile, S Cervellera, C Cusatelli, M Giacalone - Quality & Quantity, 2024 - Springer
… 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 …

Determinants of Pneumonia mortality in Bogota, Colombia: A spatial econometrics approach

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. …

Benchmarking Regression Models Under Spatial Heterogeneity

N Wiedemann, H Martin… - … on Geographic Information …, 2023 - drops.dagstuhl.de
… process or from spatially heterogeneous exogenous … spatial regression models for the
prediction of unseen test data that is subject to various kinds of heterogeneity. We simulate spatial

[HTML][HTML] Progress in the R ecosystem for representing and handling spatial data

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 …

Mortality by cause of death in Colombia: a local analysis using spatial econometrics

J Spijker, J Recaño, S Martínez, A Carioli - Journal of geographical …, 2021 - Springer
… Construct spatial regression models that overcome the shortcomings of classical analytical
… mortality research, including ordinary least squares (OLS) that ignores spatial effects. …

[HTML][HTML] Putting MARS into space. Non‐linearities and spatial effects in hedonic models

F López, K Kholodilin - Papers in Regional Science, 2023 - Elsevier
spatial regression framework to account for potential non‐linearities and spatial effects in
spatial regression models… variables in the spatial regression model—including the spatial lag of …

[HTML][HTML] The Spatial Data Analysis of Determinants of US Presidential Voting Results in the Rustbelt States during the COVID-19 Pandemic

S Wu - ISPRS International Journal of Geo-Information, 2023 - mdpi.com
… to conduct all related spatial regression analyses and the … In order to create a suitable
spatial regression model, this study … “spatialreg” of the R language to construct the spatial cross-…

Impacts of tree and building shades on the urban heat island: Combining remote sensing, 3D digital city and spatial regression approaches

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 spatial regression models. The estimation …

Uncovering drivers of community-level house price dynamics through multiscale geographically weighted regression: A case study of Wuhan, China

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 …