Applied Spatial Statistics and Econometrics

£57.99

Applied Spatial Statistics and Econometrics

Data Analysis in R

Interdisciplinary studies Microeconomics Econometrics and economic statistics Regional / urban economics Human geography Regional and area planning Civil engineering, surveying and building Information technology: general topics Computer science

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Collection: Routledge Advanced Texts in Economics and Finance

Language: English

Published by: Routledge

Published on: 25th November 2020

Format: LCP-protected ePub

Size: 47 Mb

ISBN: 9781000079784


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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