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पैनल ऑर्डिनरी क्रिगिंग×को-क्रीगिंग: बहुभिन्नरूपी भूसांख्यिकीय अंतर्वेशन×
क्षेत्रस्थानिक विश्लेषणस्थानिक विश्लेषण
परिवारRegression modelRegression model
उद्भव वर्ष1963 (Ordinary Kriging origin); panel extensions formalized in 1990s–2000s1965-1978
प्रवर्तकExtension of Ordinary Kriging (Matheron, 1963) to panel/longitudinal spatial settingsMatheron, G.; extended by Journel & Huijbregts
प्रकारGeostatistical spatial interpolationGeostatistical interpolation
मौलिक स्रोतCressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley-Interscience. ISBN: 978-0471002550Journel, A. G., & Huijbregts, C. J. (1978). Mining Geostatistics. Academic Press, London. ISBN: 978-0123910561
उपनामordinary kriging for panel data, longitudinal ordinary kriging, repeated-measures spatial kriging, panel geostatistical interpolationcokriging, co-regionalization kriging, multivariate kriging, CK
संबंधित65
सारांशPanel 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.
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