Порівняння методів
Переглядайте обрані методи поруч; рядки з відмінностями підсвічено.
| I Морана× | C Geary× | |
|---|---|---|
| Галузь | Просторовий аналіз | Просторовий аналіз |
| Родина | Regression model | Regression model |
| Рік появи≠ | 1950 | 1954 |
| Автор методу≠ | Patrick A. P. Moran | Roy C. Geary |
| Тип | Spatial autocorrelation statistic | Spatial autocorrelation statistic |
| Основоположне джерело≠ | Moran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1/2), 17–23. DOI ↗ | Geary, R. C. (1954). The Contiguity Ratio and Statistical Mapping. The Incorporated Statistician, 5(3), 115–145. link ↗ |
| Інші назви | Moran's I statistic, global Moran's I, spatial autocorrelation index, Moran index | Geary contiguity ratio, Geary C statistic, spatial contiguity ratio, Geary's c |
| Пов'язані≠ | 6 | 4 |
| Підсумок≠ | 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. | Geary's C is a global spatial autocorrelation statistic that measures whether nearby areal units share similar attribute values. Unlike Moran's I, it focuses on squared differences between adjacent pairs rather than cross-products of deviations from the mean, making it more sensitive to local dissimilarity and less influenced by global trends. |
| ScholarGateНабір даних ↗ |
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