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Book Cover
E-book
Author Arbia, Giuseppe

Title Spatial econometrics : statistical foundations and applications to regional convergence / Giuseppe Arbia
Published Berlin ; New York : Springer, 2006

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Description 1 online resource (xvii, 207 pages) : illustrations, maps
Series Advances in spatial science
Advances in spatial science
Contents Motivation -- Random Fields and Spatial Models -- Likelihood Function for Spatial Samples -- The Linear Regression Model with Spatial Data -- Italian and European ß-convergence Models Revisited -- Looking Ahead: A Review of More Advanced Topics in Spatial Econometrics -- Appendix: A Review of the Available Software for Spatial Econometric Analysis
Summary 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
Analysis economie
economics
bedrijfswetenschap
management science
econometrie
econometrics
geografische informatiesystemen
geographical information systems
cartografie
mapping
wetenschap
science
toegepaste statistiek
applied statistics
Management studies, Business Administration, Organizational Science (General)
Economics (General)
Management, bedrijfskunde, organisatiekunde (algemeen)
Economie (algemeen)
Bibliography Includes bibliographical references (pages 167-189)-and indexes
Notes English
Print version record
In Springer e-books
Subject Space in economics.
Econometrics.
Economics, Mathematical.
Economic geography.
Commercial geography.
Regional economics.
POLITICAL SCIENCE -- Public Policy -- Economic Policy.
BUSINESS & ECONOMICS -- Government & Business.
BUSINESS & ECONOMICS -- Development -- Economic Development.
BUSINESS & ECONOMICS -- Development -- Business Development.
BUSINESS & ECONOMICS -- Structural Adjustment.
BUSINESS & ECONOMICS -- Development -- General.
Econometrics.
Economics, Mathematical.
Economic geography.
Commercial geography.
Regional economics.
Ruimtelijke economie.
Econometrische modellen.
Space in economics.
Affaires.
Science économique.
Economie de l'entreprise.
Commercial geography.
Econometrics.
Economic geography.
Economics, Mathematical.
Regional economics.
Space in economics.
Ruimtelijke economie.
Econometrische modellen.
Genre/Form Statistics.
Statistics.
Statistiques.
Form Electronic book
LC no. 2006921995
ISBN 9783540323051
3540323058
354032304X
9783540323044
6610613133
9786610613137
1280613130
9781280613135