Applied spatial statistics and econometrics [electronic resource] : data analysis in R / Katarzyna Kopczewska, [editor].
- Published
- Milton Park, Abingdon, Oxon ; New York, NY : Routledge, [2020]
- Physical Description
- pages cm.
- Additional Creators
- Kopczewska, Katarzyna
Access Online
- Series
- Restrictions on Access
- License restrictions may limit access.
- Summary
- "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 showcase 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"--
- Subject(s)
- Genre(s)
- ISBN
- 9780367470777 (hardback)
9780367470760 (paperback)
9781003033219 (ebook) - Bibliography Note
- Includes bibliographical references and index.
View MARC record | catkey: 44807076