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Salīdzināt metodes

Apskatiet izvēlētās metodes blakus; rindas, kas atšķiras, ir izceltas.

Paneļa lokālie telpiskās asociācijas rādītāji (Panel LISA)×Panela telpiskās autokorelācijas analīze×
NozareTelpiskā analīzeTelpiskā analīze
SaimeRegression modelRegression model
Izcelsmes gads1995 (LISA); panel extension 2000s–2010s1988–2003
AutorsAnselin (1995), panel extension developed through spatial econometrics literatureAnselin, L.; Elhorst, J. P.
TipsLocal spatial autocorrelation statisticDiagnostic test / exploratory statistic
PirmavotsAnselin, L. (1995). Local indicators of spatial association — LISA. Geographical Analysis, 27(2), 93–115. DOI ↗Anselin, L. (2013). Spatial Econometrics: Methods and Models. Springer Netherlands. (Originally published 1988.) ISBN: 978-9401577991
Citi nosaukumiPanel LISA, spatiotemporal LISA, panel local spatial autocorrelation, LISA panel extensionspatial autocorrelation in panel data, panel spatial dependence, spatio-temporal autocorrelation, cross-sectional dependence in panels
Saistītās45
KopsavilkumsPanel Local Indicators of Spatial Association extends Anselin's LISA statistics — most commonly Local Moran's I — to panel datasets, identifying spatial clusters and outliers at each location across multiple time periods. By applying local autocorrelation measures repeatedly over time, researchers can detect whether spatial concentration patterns emerge, persist, or dissolve, giving a richer spatiotemporal picture than a single cross-section allows.Panel Spatial Autocorrelation measures whether observations that are geographically close also tend to have similar values across repeated time periods. It extends classic cross-sectional spatial autocorrelation statistics such as Moran's I to panel data, enabling researchers to detect spatial dependence consistently over time and to diagnose whether a panel regression model requires a spatial component.
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ScholarGateSalīdzināt metodes: Panel Local Indicators of Spatial Association · Panel Spatial Autocorrelation. Izgūts 2026-06-19 no https://scholargate.app/lv/compare