विधियों की तुलना करें

	पैनल क्रिगिंग	पैनल स्थानिक प्रतिगमन
क्षेत्र	स्थानिक विश्लेषण	स्थानिक विश्लेषण
परिवार	Regression model	Regression model
उद्भव वर्ष	2011	1988-2014
प्रवर्तक	Cressie & Wikle (spatio-temporal kriging framework)	Anselin, Elhorst, and colleagues in spatial econometrics
प्रकार	Geostatistical interpolation	Spatial panel regression
मौलिक स्रोत	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
उपनाम	longitudinal kriging, repeated-measures kriging, spatio-temporal panel kriging, panel geostatistical interpolation	spatial panel model, panel spatial econometrics, spatial panel data regression, PSR
संबंधित	5	6
सारांश	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.