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Lokálny priestorový Durbninov model×Multiscale Geographically Weighted Regression (MGWR)×
OdborPriestorová analýzaPriestorová analýza
RodinaRegression modelRegression model
Rok vzniku2002–20092017
TvorcaLeSage & Pace (SDM foundation); local adaptation via Fotheringham et al. GWR frameworkA. Stewart Fotheringham, Wei Yang, and Wei Kang
TypSpatially varying regression modelLocal spatial regression
Pôvodný zdrojLeSage, J. P., & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press / Taylor & Francis. ISBN: 978-1420064247Fotheringham, A. S., Yang, W., & Kang, W. (2017). Multiscale geographically weighted regression (MGWR). Annals of the American Association of Geographers, 107(6), 1247-1265. DOI ↗
Ďalšie názvylocal SDM, geographically weighted Spatial Durbin Model, GW-SDM, spatially varying Durbin modelMGWR, multiscale GWR, multi-scale geographically weighted regression, variable-bandwidth GWR
Príbuzné55
ZhrnutieThe Local Spatial Durbin Model (Local SDM) extends the global Spatial Durbin Model by allowing regression coefficients to vary across geographic space. It combines the SDM's ability to capture both spatial lag of the dependent variable and spatial lags of covariates with a geographically weighted estimation framework, producing location-specific direct and indirect spillover effects.Multiscale Geographically Weighted Regression (MGWR) is a local spatial regression framework that relaxes the single-bandwidth constraint of standard GWR by allowing each predictor to operate at its own spatial scale. Each coefficient surface is calibrated with its own bandwidth, enabling the model to distinguish drivers that vary slowly across space from those that vary sharply.
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ScholarGatePorovnať metódy: Local Spatial Durbin Model · Multiscale Geographically Weighted Regression. Získané 2026-06-18 z https://scholargate.app/sk/compare