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Foundations of Spatial Interaction
1970 - 1976
Researchers established a formal paradigm around spatial interaction as the central mechanism shaping how locations influence one another. This period produced practical estimation schemes for spatial interaction models, clarified that gravity models are a family rather than a single construct, and extended diagnostic tools for detecting spatial dependence in regression residuals. Entropy-based approaches to spatial hierarchy also entered the toolkit, broadening analysis beyond variance decomposition. Historical Significance: The era laid foundational concepts that would underpin later development of Markov random fields and lattice-based methods, influencing ecological and geographic modelling for decades. The shift toward treating spatial interaction as a coherent family of models, together with formalized diagnostics for spatial dependence, established enduring methodological norms and spurred broad adoption across disciplines. These innovations created a lasting bridge between probability theory, statistical inference, and applied geography.
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Geostatistical Spatial Inference
1977 - 1992
Local-Model Spatial Inference
1993 - 1999
Geostatistical Spatial Modeling
2000 - 2006
INLA-based Spatial Inference
2007 - 2017
Multiscale Spatial Inference
2018 - 2024