Cantitate/Preț
Produs

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

Autor Katarzyna Kopczewska
en Limba Engleză Paperback – 18 noi 2025
In an era where geo-located point data has become the backbone of socio-economic, environmental, and urban research, understanding spatial density is crucial. Yet the tools for analysing this data have remained scattered and incomplete. Modelling Spatial Density fills a significant gap by providing a comprehensive, practical, and user-friendly guide to modelling spatial density using cutting-edge quantitative methods. Bridging the worlds of spatial statistics, spatial econometrics, and spatial machine learning, Kopczewska introduces a range of established and novel techniques, made accessible through intuitive explanations, open data, and reproducible R code. Lesser and well-known methods are elegantly combined and discussed in non-mathematical language that is accessible to social scientists. The book makes a significant contribution to the synthesis, development, and application of spatial quantitative methods for spatial density in the social and environmental sciences. Writing for researchers, policymakers, and analysts, the author demystifies complex methods, making them accessible to non-mathematicians while maintaining the rigour expected by specialists. With a focus on practical applications, empirical examples, and actionable insights, this resource empowers readers to turn data into evidence for decision-making. Whether you are exploring urban dynamics, environmental challenges, or socio-economic phenomena, this book provides the essential tools for spatial analysis, bringing clarity and precision to your research.
Citește tot Restrânge

Toate formatele și edițiile

Toate formatele și edițiile Preț Express
Paperback (1) 33272 lei  24-29 zile +7200 lei  4-10 zile
  OUP OXFORD – 18 noi 2025 33272 lei  24-29 zile +7200 lei  4-10 zile
Hardback (1) 74803 lei  45-50 zile
  OUP OXFORD – 18 noi 2025 74803 lei  45-50 zile

Preț: 33272 lei

Preț vechi: 37841 lei
-12%

Puncte Express: 499

Preț estimativ în valută:
5883 6942$ 5152£

Carte disponibilă

Livrare economică 26-31 martie
Livrare express 06-12 martie pentru 8199 lei


Specificații

ISBN-13: 9780198975182
ISBN-10: 019897518X
Pagini: 320
Dimensiuni: 157 x 235 x 18 mm
Greutate: 0.5 kg
Editura: OUP OXFORD
Colecția OUP Oxford
Locul publicării:Oxford, United Kingdom

Notă biografică

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.