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eBook Details:
Full title: Applied Spatial Statistics and Econometrics: Data Analysis in R 1st Edition
Edition: 1st
Copyright year: 2021
Publisher: Routledge
Author: Katarzyna Kopczewska
ISBN: 9780367470777
Format: PDF
Description of Applied Spatial Statistics and Econometrics: Data Analysis in R 1st Edition:
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.
