Katarzyna Kopczewska – författare
507 kr
Läs direkt efter köp
2 283 kr
Skickas inom 3-6 vardagar
608 kr
Skickas inom 5-8 vardagar
906 kr
Skickas inom 10-15 vardagar
2 422 kr
Skickas inom 10-15 vardagar
1 026 kr
Läs direkt efter köp
This textbook is a comprehensive introduction to applied spatial data analysis using R. Each chapter walks the reader through a different method, explaining how to interpret the results and what conclusions can be drawn. The author team showcases key topics, including unsupervised learning, causal inference, spatial weight matrices, spatial econometrics, heterogeneity and bootstrapping. It is accompanied by a suite of data and R code on Github to help readers practise techniques via replication and exercises.
This text will be a valuable resource for advanced students of econometrics, spatial planning and regional science. It will also be suitable for researchers and data scientists working with spatial data.
1 076 kr
Läs direkt efter köp
This textbook is a comprehensive introduction to applied spatial data analysis using R. Each chapter walks the reader through a different method, explaining how to interpret the results and what conclusions can be drawn. The author team showcases key topics, including unsupervised learning, causal inference, spatial weight matrices, spatial econometrics, heterogeneity and bootstrapping. It is accompanied by a suite of data and R code on Github to help readers practise techniques via replication and exercises.
This text will be a valuable resource for advanced students of econometrics, spatial planning and regional science. It will also be suitable for researchers and data scientists working with spatial data.
971 kr
Kommande
2 677 kr
Kommande
3 737 kr
Skickas inom 5-8 vardagar
880 kr
Läs direkt efter köp
Chapters delve into specific applications of big data and AI including mobility, tourism, and land use, drawing on case studies from diverse urban environments across Europe and North America. Expert authors evaluate future opportunities for leveraging these technologies, addressing the integration of machine learning into spatial econometric models, the use of self-organizing maps to study demographic shifts, and novel approaches to simulating contagion patterns during pandemics. Ultimately, the Handbook emphasizes the potential of AI to contribute to social good.
Academics and students in human geography, regional and urban studies, economics, sociology, and management will benefit from this multidisciplinary and comprehensive Handbook. Combining theoretical insights with practical applications, it is also a valuable resource for policymakers and practitioners interested in the ongoing digital transformation of urban spaces.
1 333 kr
Skickas inom 10-15 vardagar
1 785 kr
Läs direkt efter köp
1 333 kr
Skickas inom 10-15 vardagar
221 kr
Läs direkt efter köp
221 kr
Läs direkt efter köp