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Applied Spatial Statistics and Econometrics : Data Analysis in R

By: (Edited by) Katarzyna Kopczewska

Manufacture on Demand

Ksh 26,100.00

Format: Hardback or Cased Book

ISBN-10: 0367470772

ISBN-13: 9780367470777

Series: Routledge Advanced Texts in Economics and Finance

Publisher: Taylor & Francis Ltd

Imprint: Routledge

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Nov 26th, 2020

Print length: 594 Pages

Weight: 1,310 grams

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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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