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همبستگی خودی فضایی سراسری×شاخص I موران×
حوزهتحلیل فضاییتحلیل فضایی
خانوادهRegression modelRegression model
سال پیدایش19501950
پدیدآورP. A. P. Moran (Moran's I, 1950); generalized by Luc AnselinPatrick A. P. Moran
نوعSpatial statistic / hypothesis testSpatial autocorrelation statistic
منبع بنیادینMoran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1/2), 17–23. DOI ↗Moran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1/2), 17–23. DOI ↗
نام‌های دیگرglobal spatial dependence, global Moran's I, GSA, global spatial clustering measureMoran's I statistic, global Moran's I, spatial autocorrelation index, Moran index
مرتبط66
خلاصهGlobal Spatial Autocorrelation measures the degree to which similar values cluster together across an entire study area. Rather than identifying where clusters occur, it yields a single summary statistic — most commonly Moran's I — that quantifies whether spatial proximity coincides with value similarity, dissimilarity, or randomness across all observations simultaneously.Moran's I is the standard global statistic for detecting spatial autocorrelation: whether nearby locations tend to share similar values. The index ranges from approximately −1 (perfect dispersion) through 0 (spatial randomness) to +1 (perfect clustering), allowing researchers to test whether a geographic pattern differs from complete spatial randomness with a single, interpretable number.
ScholarGateمجموعه‌داده
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  3. PUBLISHED
  1. v1
  2. 2 منابع
  3. PUBLISHED

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ScholarGateمقایسهٔ روش‌ها: Global Spatial Autocorrelation · Moran's I. بازیابی‌شده در 2026-06-18 از https://scholargate.app/fa/compare