方法证据记录
Panel Local Indicators of Spatial Association
Panel 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.
源记录
引文逐字复制自方法源记录。这些引文不代表任何层级的验证。
Panel Local Indicators of Spatial Association
分类方法记录 · regression-model / spatial-analysis
- Anselin, L. (1995). Local indicators of spatial association — LISA. Geographical Analysis, 27(2), 93–115. · DOI 10.1111/j.1538-4632.1995.tb00338.x
- Millo, G., & Piras, G. (2012). splm: Spatial panel data models in R. Journal of Statistical Software, 47(1), 1–38. · DOI 10.18637/jss.v047.i01
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