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Applied Spatial Statistics and Econometrics
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Applied Spatial Statistics and Econometrics : Data Analysis in R

Book Details

Format Paperback / Softback
ISBN-10 0367470764
ISBN-13 9780367470760
Publisher Taylor & Francis Ltd
Imprint Routledge
Country of Manufacture GB
Country of Publication GB
Publication Date Nov 26th, 2020
Print length 620 Pages
Weight 1,600 grams
Dimensions 21.00 x 27.80 x 3.20 cms
Ksh 12,450.00
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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.

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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