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Panel Ordinary Kriging×Telpiskā autokorelācija×
NozareTelpiskā analīzeTelpiskā analīze
SaimeRegression modelRegression model
Izcelsmes gads1963 (Ordinary Kriging origin); panel extensions formalized in 1990s–2000s1950
AutorsExtension of Ordinary Kriging (Matheron, 1963) to panel/longitudinal spatial settingsP. A. P. Moran (global measure, 1950); Roy Geary (Geary's C, 1954); Luc Anselin (LISA, 1995)
TipsGeostatistical spatial interpolationSpatial statistic / exploratory spatial data analysis
PirmavotsCressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley-Interscience. ISBN: 978-0471002550Moran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1/2), 17–23. DOI ↗
Citi nosaukumiordinary kriging for panel data, longitudinal ordinary kriging, repeated-measures spatial kriging, panel geostatistical interpolationspatial dependence, geographic autocorrelation, spatial clustering measure, SA
Saistītās65
KopsavilkumsPanel Ordinary Kriging extends the classical geostatistical interpolation method — Ordinary Kriging — to panel (longitudinal) datasets where the same set of spatial locations is observed repeatedly over multiple time periods. It produces optimal linear unbiased predictions at unsampled locations for each time slice, accounting for spatial dependence while leveraging the temporal structure of the repeated observations.Spatial autocorrelation quantifies the degree to which a variable's values at nearby locations resemble each other more (positive autocorrelation) or less (negative autocorrelation) than expected by chance. Global indices such as Moran's I summarise the pattern across the entire study area, while local variants reveal clusters and outliers at the level of individual observations.
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ScholarGateSalīdzināt metodes: Panel Ordinary Kriging · Spatial Autocorrelation. Izgūts 2026-06-18 no https://scholargate.app/lv/compare