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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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R. Nishii

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Open access Aug 2026

Multivariate Spatio-Temporal Modeling for Regional GIS Data: A Statistical Framework for Analyzing Multidimensional Spatial Interactions

Abstract. Open geospatial datasets increasingly contain multiple regional indicators that evolve jointly across space and time, but applied workflows often fit separate regressions for each indicator and communicate results through static choropleth maps. We present an open-source, reproducible workflow for comparing m...

Saeko Ohta, Shojiro Tanaka, R. Nishii · 1 citation

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