Vertaile menetelmiä

	Paneeliodinaarinen kriging	Co-kriging: Monimuuttujainen geostatistinen interpolointi
Tieteenala	Spatiaalianalyysi	Spatiaalianalyysi
Menetelmäperhe	Regression model	Regression model
Syntyvuosi	1963 (Ordinary Kriging origin); panel extensions formalized in 1990s–2000s	1965-1978
Kehittäjä	Extension of Ordinary Kriging (Matheron, 1963) to panel/longitudinal spatial settings	Matheron, G.; extended by Journel & Huijbregts
Tyyppi	Geostatistical spatial interpolation	Geostatistical interpolation
Alkuperäislähde	Cressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley-Interscience. ISBN: 978-0471002550	Journel, A. G., & Huijbregts, C. J. (1978). Mining Geostatistics. Academic Press, London. ISBN: 978-0123910561
Rinnakkaisnimet	ordinary kriging for panel data, longitudinal ordinary kriging, repeated-measures spatial kriging, panel geostatistical interpolation	cokriging, co-regionalization kriging, multivariate kriging, CK
Liittyvät	6	5
Tiivistelmä	Panel 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.	Co-kriging is a geostatistical interpolation technique that predicts the spatial distribution of a primary variable by leveraging its spatial cross-correlation with one or more secondary (co-) variables. It extends ordinary kriging to multivariate settings, yielding more accurate predictions when the secondary variable is more densely sampled or spatially correlated with the primary variable of interest.