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Advances in Spatial Econometrics : Methodology, Tools and Applications - Luc Anselin

Advances in Spatial Econometrics

Methodology, Tools and Applications

By: Luc Anselin (Editor), R. J. G. M. Florax (Editor), Sergio J. Rey (Editor)

Hardcover Published: 1st October 2004
ISBN: 9783540437291
Number Of Pages: 514

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This book provides theoretical and methodological advances in specification and estimation of spatial econometric models, state-of-the-art information on the development of tools and software, and various applications. It introduces new tests and estimators for spatial regression models, including discrete choice and simultaneous equation models. The performance of techniques is demonstrated through simulation results and a wide array of applications related to economic growth, international trade, knowledge externalities, population-employment dynamics, urban crime, land use, and environmental issues. Newly developed software and programming tools are introduced. World-renowned experts in spatial statistics and spatial econometrics present the cutting edge of this field of research. The volume is relevant for academics with a theoretical interest in spatial statistics and econometrics and for practitioners looking for modern, up-to-date techniques to analyse spatial data.

Econometrics for spatial models : recent advancesp. 1
The performance of diagnostic tests for spatial dependence in linear regression models : a meta-analysis of simulation studiesp. 29
Moran-flavored tests with nuisance parameters : examplesp. 67
The influence of spatially correlated heteroskedasticity on tests for spatial correlationp. 79
A taxonomy of spatial econometric models for simultaneous equations systemsp. 99
Exploring spatial data analysis techniques using R : the case of observations with no neighborsp. 121
Techniques for estimating spatially dependent discrete choice modelsp. 145
Probit in a spatial context : a Monte Carlo analysisp. 169
Simultaneous spatial and functional form transformationsp. 197
Locally weighted maximum likelihood estimation : Monte Carlo evidence and an applicationp. 225
A family of geographically weighted regression modelsp. 241
Hedonic price functions and spatial dependence : implications for the demand for urban air qualityp. 267
Prediction in the panel data model with spatial correlationp. 283
External effects and cost of productionp. 297
Identifying urban-rural linkages : tests for spatial effects in the Carlino-Mills modelp. 321
Economic geography and the spatial evolution of wages in the United Statesp. 335
Endogenous spatial externalities : empirical evidence and implications for the evolution of exurban residential land use patternsp. 359
Does trade liberalization cause a race-to-the-bottom in environmental policies? : a spatial econometric analysisp. 383
Regional economic growth and convergence : insights from a spatial econometric perspectivep. 397
Growth and externalities across economies : an empirical analysis using spatial econometricsp. 433
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540437291
ISBN-10: 3540437290
Series: Advances in Spatial Science
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 514
Published: 1st October 2004
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.5 x 15.5  x 3.18
Weight (kg): 2.05