Applied Spatial Statistics and Econometrics: Data Analysis in R Routledge Advanced Texts in Economics and Finance
| 1 Edition
Author: Kopczewska, Katarzyna
ISBN:0367470764
ISBN-13: 9780367470760
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Details about Applied Spatial Statistics and Econometrics: Data Analysis in R Routledge Advanced Texts in Economics and Finance:
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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I have been an educator all my adult life, both internationally and in the United States. I began my teaching career with a Bachelor's degree in elementary education. With further study and a Higher Education Diploma, I continued teaching at college level. I also have an internationally recognized TESOL certification and teaching English to international students is my passion. Since coming to live in Greenville more than 20 years ago, I've taught ESL to adults and adolescents in the Greenvil ... Read more
I have been an educator all my adult life, both internationally and in the United States. I began my teaching career with a Bachelor's degree in elementary education. With further study and a Higher Education Diploma, I continued teaching at college level. I also have an internationally recognized TESOL certification and teaching English to international students is my passion. Since coming to live in Greenville more than 20 years ago, I've taught ESL to adults and adolescents in the Greenvil ... Read more
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