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Penunjuk Persatuan Angkasa Tempatan Panel (Panel LISA)×Moran's I Tempatan (LISA)×
BidangAnalisis ReruangAnalisis Reruang
KeluargaRegression modelRegression model
Tahun asal1995 (LISA); panel extension 2000s–2010s1995
PengasasAnselin (1995), panel extension developed through spatial econometrics literatureLuc Anselin
JenisLocal spatial autocorrelation statisticLocal spatial autocorrelation statistic
Sumber perintisAnselin, L. (1995). Local indicators of spatial association — LISA. Geographical Analysis, 27(2), 93–115. DOI ↗Anselin, L. (1995). Local indicators of spatial association—LISA. Geographical Analysis, 27(2), 93–115. DOI ↗
AliasPanel LISA, spatiotemporal LISA, panel local spatial autocorrelation, LISA panel extensionLocal Indicator of Spatial Association, LISA statistic, Anselin Local Moran, local spatial autocorrelation index
Berkaitan46
RingkasanPanel 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.Local Moran's I, introduced by Luc Anselin in 1995, is a Local Indicator of Spatial Association (LISA) that decomposes global spatial autocorrelation into location-specific contributions. For every observation it produces a signed statistic and a significance value, enabling researchers to identify spatial clusters (high-high, low-low) and spatial outliers (high-low, low-high) on a map.
ScholarGateSet data
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ScholarGateBandingkan kaedah: Panel Local Indicators of Spatial Association · Local Moran's I. Dicapai 2026-06-19 daripada https://scholargate.app/ms/compare