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Spatial Econometrics: Statistical Foundations and Applications to Regional Convergence (Advances in Spatial Science)
Rok: 2006
ISBN: 9783540323044
OKCZID: 110103255
Citace (dle ČSN ISO 690):
ARBIA, Giuseppe. Spatial econometrics: statistical foundations and applications to regional convergence. Berlin: Springer, 2006. xvii, 207 s. Advances in spatial science.
Anotace
The new economic geography and the debate on regional economic convergence have drawn increasingly the interest of economists in the empirical analysis of regional and spatial data. However, even if the methodology for the econometric treatment of spatial data is well developed, there does not exist a book without strong pre-requisites that is easily accessible to economists. This book bridges the gap between economic theory and spatial econometric techniques. It is easy accessible to people with only basic statistical background and no prior knowledge of spatial econometric methods. It provides a comprehensive treatment of the topic by motivating the reader with examples and real data analysis. The volume provides a rigorous treatment, founded on stochastic fields theory, of the basic spatial linear model, and discusses the violations of the classical regression assumptions that occur when dealing with spatial data.