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【分享】Giuseppe Arbia教授-Spatial Econometrics
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Giuseppe Arbia教授 Spatial Econometrics Statistical Foundations and Applications to Regional Convergence 经济地理学和空间统计方法的结合 content： 1 Motivation ................................................................................................................ 3 1.1 Introduction.............................................................................................................3 1.2 Theoretical Economic Models Calling for Spatial EconometricTechniques..................7 1.3 A -convergence Analysis of European and Italian Regions.....................................14 1.4 A list of Omitted Topics and an Outline of the Book ................................................27 2 Random Fields and Spatial Models........................................................................... 31 2.1 Introduction...........................................................................................................31 2.2 The Concept of a Random Field ............................................................................33 2.3 Restrictions on Random Fields ..............................................................................43 2.4 Some Special Random Fields .................................................................................49 2.5 Limiting Theorems for Random Fields......................................................................68 3 Likelihood Function for Spatial Samples...................................................................... 73 3.1 Introduction..............................................................................................73 3.2 Some Approximations for the Likelihood of Random Fields ..................76 3.3 Maximum Likelihood Estimation Properties in Spatial Samples.............81 3.4 Tests Based on Likelihood.......................................................................81 3.5 Tests Based on Residual Sums of Squares...............................................84 4 The Linear Regression Model with Spatial Data .................. 85 4.1 Introduction..............................................................................................85 4.2 Specification of a Linear Regression Model............................................85 4.3 Violation of the Hypotheses on the Sampling Model ..............................90 4.4 Violation of the Hypotheses on the Probability Model..........................120 5 Italian and European -convergence Models Revisited .... 135 5.1 Introduction............................................................................................135 5.2 A Spatial Econometric Analysis of the Italian Provinces-convergence Model......135 5.3 A Spatial Econometric Analysis of the European Regions-convergence Model .....141 6 Looking Ahead: A Review of More Advanced Topicsin Spatial conometrics.... 147 6.1 Introduction............................................................................................147 6.2 Alternative Models.................................................................................148 6.3 Alternative Tests ....................................................................................156 6.4 Alternative Estimation Methods ............................................................159 6.5 Exploratory Tools ..................................................................................162 Appendix: A Review of the Available Software for Spatial Econometric Analysis ..... 163 http://www.divshare.com/download/3527174-ac7 [ Last edited by 极度灵感 on 2008-11-30 at 22:00 ] |
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