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SpatialEconometricAnalysisUsingGAUSSProf.Kuan-PinLinPortlandStateUniversityPortland,Oregon97207,USACourseSyllabusThiscoursecoversthebasicandrecentdevelopmentofspatialeconometrics.Thefocusisonthepracti ...

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Spatial Econometric Analysis Using GAUSS

Prof. Kuan-Pin Lin
Portland State University
Portland, Oregon 97207, USA

Course SyllabusThis course covers the basic and recent development of spatial econometrics. The focus is on the practical applications of spatial econometric analysis using GAUSS. Course Topics

Introduction to Spatial Econometric Analysis
- Nonparametric Treatment of Spatial Dependence
- Parametric Representation of Spatial Dependence
Using GAUSS
- GAUSS Basic
- GAUSS Programming
- Using GPE2
Spatial Weights Matrix
- Spatial Contiguity Weights Matrix
- Distance-Based Spatial Weights Matrix
Spatial Linear Econometric Models: Introduction
- Spatial Exogenous Variable Models
- Spatial Autoregressive Models
- Spatial Error Component Models
Hypothesis Testing of Spatial Dependence
- Test for Spatial Heterogeneity
- Test for Spatial Autocorrelation
Spatial Econometric Model Estimation: Spatial Lag Model
- Least Squares: OLS, IV/2SLS
- Generalized Method of Moments: GMM
- Quasi-Maximum Likelihood: QML
Spatial Econometric Model Estimation: Spatial Error Model
- Generalized Method of Moments: GMM
- Quasi-Maximum Likelihood: QML
Spatial Econometric Model Estimation: Spatial Lag and Error Model
- Generalized Least Squares and Generalized Method of Moments: GLS/GMM
- Quasi-Maximum Likelihood: QML
Spatial Model Extensions and Applications
- Spatial Geographically Weighted Regression
- Spatial Limited Dependent Variable Models
- Spatial Prediction
Panel Data Analysis: A Review
- Fixed Effects Model: Hypothesis Testing and Model Estimation
- Random Effects Model: Hypothesis Testing and Model Estimation
Spatial Panel Data Analysis I
- Model Representation
- Hypothesis Testing
Spatial Panel Data Analysis II
- Model Estimation: Maximum Likelihood
- Model Estimation: GLS/GMM

Texts and ReferencesSelected book chapters and journal articles to be provided in the lectures. Software and Manual

GAUSS 10.0 for Windows Student Version, Aptech Systems, 2010. Academic and professional versions of GAUSS for Windows are also available from Aptech.
GPE2 (GAUSS Programming for Econometricians and Financial Analysts) for GAUSS, included in Computational Econometrics. Free download of GPE2 for GAUSS and GAUSS Light are available here for registered students only.

Homework

Construct and explain the U.S. spatial contiguity matrix for 48 states and 3109 counties, respectively.
Read Ertur and Kosh (Journal of Applied Econometrics, 2006). Duplicate their empirical results as close as possible.

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