Applied Spatial Statistics and Econometrics: Data Analysis in R (Routledge Advanced Texts in Economics and Finance) - Hardcover

Buch 36 von 43: Routledge Advanced Texts in Economics and Finance

Kopczewska, Katarzyna

 
9780367470777: Applied Spatial Statistics and Econometrics: Data Analysis in R (Routledge Advanced Texts in Economics and Finance)
Hardcover
ISBN 10: 0367470772 ISBN 13: 9780367470777
Verlag: Routledge, 2020

Inhaltsangabe

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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Über die Autorin bzw. den Autor

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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Verlag
Routledge
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
0367470772
ISBN 13 
9780367470777
Einband
Gebundene Ausgabe
Anzahl der Seiten
593
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Buchbär
info@buchbaer.de

Weberstr. 67
Osnabrück
49084
Deutschland

Weitere beliebte Ausgaben desselben Titels

9780367470760: Applied Spatial Statistics and Econometrics: Data Analysis in R (Routledge Advanced Texts in Economics and Finance)

Vorgestellte Ausgabe

ISBN 10:  0367470764 ISBN 13:  9780367470760
Verlag: Routledge, 2020
Softcover