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| Panel Kriging× | Ανάλυση Παλινδρόμησης Χωρικών Δεδομένων Πάνελ× | |
|---|---|---|
| Πεδίο | Χωρική Ανάλυση | Χωρική Ανάλυση |
| Οικογένεια | Regression model | Regression model |
| Έτος προέλευσης≠ | 2011 | 1988-2014 |
| Δημιουργός≠ | Cressie & Wikle (spatio-temporal kriging framework) | Anselin, Elhorst, and colleagues in spatial econometrics |
| Τύπος≠ | Geostatistical interpolation | Spatial panel regression |
| Θεμελιώδης πηγή≠ | Cressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley. ISBN: 978-0471002550 | Elhorst, J. P. (2014). Spatial Econometrics: From Cross-Sectional Data to Spatial Panels. Springer. ISBN: 978-3642403408 |
| Εναλλακτικές ονομασίες | longitudinal kriging, repeated-measures kriging, spatio-temporal panel kriging, panel geostatistical interpolation | spatial panel model, panel spatial econometrics, spatial panel data regression, PSR |
| Συναφείς≠ | 5 | 6 |
| Σύνοψη≠ | Panel Kriging is a geostatistical interpolation method that combines kriging's spatial prediction framework with a panel (longitudinal) data structure. It estimates unknown values at unobserved locations and times by borrowing strength from repeated spatial observations across multiple time periods, accounting for both spatial dependence and temporal autocorrelation simultaneously. | Panel Spatial Regression extends standard panel data models by explicitly accounting for spatial dependence among cross-sectional units observed over time. It combines the temporal control of panel fixed or random effects with a spatial weights matrix that encodes geographic or network proximity, yielding unbiased and efficient estimates when observations are spatially correlated across units. |
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