Applied Spatial Statistics and Econometrics: Data Analysis in R

Name: Applied Spatial Statistics and Econometrics: Data Analysis in R
Brand: Taylor & Francis
SKU: 9780367470760
Price: 5414.0 INR
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by Katarzyna Kopczewska

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ISBN13: 9780367470760
Binding: Paperback
Subject: N/A
Publisher: Taylor & Francis
Publisher Imprint: Routledge
Publication Date: November 26, 2020
Pages: 620
Original Price: GBP 63.99
Language: English
Edition: N/A
Item Weight: 1611 grams
BISAC Subject(s): Probability & Statistics / Multivariate Analysis, Econometrics, and Economics / General

About The Book

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.

About The Author

Katarzyna Kopczewska is an associate professor at University of Warsaw, Faculty of Economic Sciences. As a quantitative economist, she deals with spatial modelling of geolocalised economic processes - location and co-location, agglomeration, concentration, diffusion, spatial interactions in relation to economic phenomena, companies and real estate but also regional policy or public-sector activities. She conducts methodological research on the implementation of data science methods for spatial analysis and combining them with classical spatial statistics and econometrics in R. She combines quantitative solutions with theory and problems of regional science and economic geography. She serves at the European Regional Science Association (ERSA).

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