{"product_id":"modelling-spatial-density-katarzyna-kopczewska-9780198975175","title":"Modelling Spatial Density: Data, Methods, and R Applications in Statistics, Econometrics, and Machine Learning","description":"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. \u003cem\u003eModelling Spatial Density\u003c\/em\u003e fills a significant gap by providing a comprehensive, practical, and user-friendly guide to modelling spatial density using cutting-edge quantitative methods. \u003cp\u003e\u003c\/p\u003eBridging 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 \u003cem\u003eR\u003c\/em\u003e 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. \u003cp\u003e\u003c\/p\u003eWriting 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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Katarzyna Kopczewska\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0198975171\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780198975175\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Oxford University Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/18\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 320\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.38lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.75d","brand":"Katarzyna Kopczewska","offers":[{"title":"Hardcover","offer_id":47637126152447,"sku":"9780198975175","price":155.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_eca278ef-041d-4ebd-8c74-45b49f2cf98f.jpg?v=1765114076","url":"https:\/\/www.whiterainbookhouse.com\/products\/modelling-spatial-density-katarzyna-kopczewska-9780198975175","provider":"WR Book House","version":"1.0","type":"link"}