Modelling Spatial Density: Data, Methods, and R Applications in Statistics, Econometrics, and Machine Learning

Kopczewska, Katarzyna

ISBN 10: 019897518X / ISBN 13: 9780198975182

Published by Oxford University Press, 2026

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Bibliographic Details

• Title: Modelling Spatial Density: Data, Methods, and R Applications in Statistics, Econometrics, and Machine Learning
• Publisher: Oxford University Press
• Publication Date: 2026
• Language: English
• ISBN 10: 019897518X
• ISBN 13: 9780198975182
• Binding: paperback
• Condition: New

About this title

Synopsis

Bridging the worlds of spatial statistics, spatial econometrics, and spatial machine learning, Kopczewska introduces a range of established and novel techniques in spatial density modelling, made accessible through intuitive explanations, open data, and reproducible R code.

About the Author

Katarzyna Kopczewska, Professor of Economics, Faculty of Economic Sciences, University of Warsaw

Katarzyna Kopczewska is Associate Professor at the University of Warsaw, Poland, Faculty of Economic Sciences. She is a quantitative economist focusing on regional socio-economic development in a spatial context. Her research includes spatial modelling of geo-localised economic processes. She conducts methodological research on the implementation of machine learning methods to spatial analysis and combining them with classical spatial statistics and econometrics. She is a member of the European board (EOC) of the European Regional Science Association, Councillor-At-Large of the Regional Science Association International, and Editor of Spatial Economic Analysis and Networks and Spatial Economics.