{"product_id":"modelling-spatial-density-data-methods-and-r-applications-in-statistics-econometrics-and-machine-learning-9780198975175","title":"Modelling Spatial Density: Data, Methods, and R Applications in Statistics, Econometrics, and Machine Learning","description":"\u003cp\u003e • Author(s): Katarzyna Kopczewska\u003cbr\u003e • Publisher: Oxford University Press\u003cbr\u003e • Publisher Imprint: Oxford University Press\u003cbr\u003e • BISAC: Applied\u003c\/p\u003e\u003cp\u003eIn 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. \u003c\/p\u003e\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.","brand":"Atlantic Books","offers":[{"title":"Hardcover","offer_id":46415814230167,"sku":"9780198975175","price":16800.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780198975175.webp?v=1769061060","url":"https:\/\/atlanticbooks.com\/products\/modelling-spatial-density-data-methods-and-r-applications-in-statistics-econometrics-and-machine-learning-9780198975175","provider":"Atlantic Books","version":"1.0","type":"link"}