Applied Spatial Statistics and Econometrics - Data Analysis in R (Hardcover)

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.

General

Imprint:	Routledge
Country of origin:	United Kingdom
Series:	Routledge Advanced Texts in Economics and Finance
Release date:	November 2020
First published:	2021
Authors:	Katarzyna Kopczewska
Dimensions:	280 x 210mm (L x W)
Format:	Hardcover
Pages:	594
ISBN-13:	978-0-367-47077-7
Categories:	Books > Earth & environment > The environment > General Books > Earth & environment > Regional & area planning > General Books > Computing & IT > General theory of computing > General Books > Computing & IT > Applications of computing > General Books > Social sciences > Sociology, social studies > Social groups & communities > Urban communities Books > Business & Economics > Economics > Microeconomics > General Books > Earth & environment > Geography > Human geography > General
LSN:	0-367-47077-2
Barcode:	9780367470777

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