手法を比較

	パネル普通クリギング	Panel Kriging
分野	空間分析	空間分析
系統	Regression model	Regression model
提唱年	1963 (Ordinary Kriging origin); panel extensions formalized in 1990s–2000s	2011
提唱者	Extension of Ordinary Kriging (Matheron, 1963) to panel/longitudinal spatial settings	Cressie & Wikle (spatio-temporal kriging framework)
種類	Geostatistical spatial interpolation	Geostatistical interpolation
原典	Cressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley-Interscience. ISBN: 978-0471002550	Cressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley. ISBN: 978-0471002550
別名	ordinary kriging for panel data, longitudinal ordinary kriging, repeated-measures spatial kriging, panel geostatistical interpolation	longitudinal kriging, repeated-measures kriging, spatio-temporal panel kriging, panel geostatistical interpolation
関連	6	5
概要	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.	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.