Applied Spatial Statistics and Econometrics

Released on by Katarzyna Kopczewska
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  • Applied Spatial Statistics and Econometrics Book Detail

  • Author : Katarzyna Kopczewska
  • Release Date : 2020-11-25
  • Publisher : Routledge
  • Genre : Business & Economics
  • Pages : 725
  • ISBN 13 : 1000079783
  • File Size : 70,70 MB
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Applied Spatial Statistics and Econometrics by Katarzyna Kopczewska PDF Summary

Book Description: 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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