A FURTHER EXPLORATION INTO THE ROBUSTNESS OF SPATIAL AUTOCORRELATION SPECIFICATIONS*

Journal of Regional Science - Tập 48 Số 3 - Trang 615-639 - 2008
Takafumi Kato1
1Graduate School of Environmental Studies, Nagoya University, Nagoya, Aichi 464-8601, Japan. E-mail: [email protected]

Tóm tắt

ABSTRACT In a recent study, the robustness of linear models with various spatial autocorrelation specifications was assessed through Monte Carlo experiments, and the geostatistical models were concluded to dominate the weight matrix models in the prediction. The present study tests the soundness of this conclusion with a different framework for prediction and presents some experimental results that can call into doubt the dominance of the geostatistical models over the weight matrix models.

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Tài liệu tham khảo

Anselin Luc., 2001, A Companion to Theoretical Econometrics, 310

10.1111/0002-9092.00194

Bourassa Steven C. EvaCantoni andMartinHoesli.2005. “Spatial Dependence Housing Submarkets and House Prices ” Research Paper No. 151 International Center for Financial Asset Management and Engineering University of Geneva.

10.1111/1467-9787.00297

Kelejian Harry H.andIngmar R.Prucha.2004. “Prediction Efficiencies in Spatial Models with Spatial Lags ” Working Paper Department of Economics University of Maryland.

10.1023/B:REAL.0000035312.82241.e4

10.2307/2683247

Pace R. Kelley, 1998, Total Grid Estimation, Journal of Real Estate Research, 15, 101, 10.1080/10835547.1998.12090914

10.1023/A:1007762613901

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Thông tin xuất bản

Journal of Regional Science

Tập 48 Số 3

615-639

Thông tin tác giả