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Prostorová analýza na bázi panelových sítí×Panel Geographically Weighted Regression (Panel GWR)×
OborProstorová analýzaProstorová analýza
RodinaRegression modelRegression model
Rok vzniku2000s–2010s2000s–2010s
TvůrceDeveloped from LeSage & Pace spatial econometrics and Elhorst panel spatial frameworksFotheringham, Brunsdon & Charlton (foundational GWR); panel extension developed in spatial econometrics literature
TypPanel spatial regressionLocal spatial regression with panel structure
Původní zdrojLeSage, J. P., & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press / Taylor & Francis. ISBN: 978-1420064247Fotheringham, A. S., Brunsdon, C., & Charlton, M. (2002). Geographically Weighted Regression: The Analysis of Spatially Varying Relationships. Wiley. ISBN: 978-0471496168
Další názvypanel spatial network analysis, longitudinal network spatial analysis, panel network spatial econometrics, PNBSAPanel GWR, PGWR, spatiotemporal GWR, geographically weighted panel regression
Příbuzné54
ShrnutíPanel Network-Based Spatial Analysis extends standard spatial econometric models to repeated-measures (panel) data by representing spatial dependence through network connectivity rather than simple geographic proximity. It captures how units connected in a network influence each other's outcomes over time, while controlling for unit-level and time-level fixed effects.Panel Geographically Weighted Regression (Panel GWR) extends the standard GWR framework to panel data, allowing regression coefficients to vary both across geographic locations and over time. It captures spatially non-stationary relationships in longitudinal or repeated-measures spatial datasets, combining local spatial estimation with panel-data controls for unit-specific heterogeneity.
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ScholarGatePorovnat metody: Panel Network-Based Spatial Analysis · Panel Geographically Weighted Regression. Získáno 2026-06-17 z https://scholargate.app/cs/compare