Applied Spatial Statistics and Econometrics

Applied Spatial Statistics and Econometrics
Author :
Publisher : Routledge
Total Pages : 725
Release :
ISBN-10 : 9781000079784
ISBN-13 : 1000079783
Rating : 4/5 (84 Downloads)

Book Synopsis Applied Spatial Statistics and Econometrics by : Katarzyna Kopczewska

Download or read book Applied Spatial Statistics and Econometrics written by Katarzyna Kopczewska and published by Routledge. This book was released on 2020-11-25 with total page 725 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


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