Econometric Analysis of Non-Stationary Spatial Panel Data

Econometric Analysis of Non-Stationary Spatial Panel Data

EnglishHardbackPrint on demand
Beenstock, Michael
Springer, Berlin
EAN: 9783030036133
Print on demand
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Detailed information

This monograph deals with spatially dependent nonstationary time series in a way accessible to both time series econometricians wanting to understand spatial econometics, and spatial econometricians lacking a grounding in time series analysis. After charting key concepts in both time series and spatial econometrics, the book discusses how the spatial connectivity matrix can be estimated using spatial panel data instead of assuming it to be exogenously fixed. This is followed by a discussion of spatial nonstationarity in spatial cross-section data, and a full exposition of non-stationarity in both single and multi-equation contexts, including the estimation and simulation of spatial vector autoregression (VAR) models and spatial error correction (ECM)  models.
The book reviews the literature on panel unit root tests and panel cointegration tests for spatially independent data, and for data that are strongly spatially dependent. It provides for the first time critical values for panel unit root tests and panel cointegration tests when the spatial panel data are weakly or spatially dependent. 
The volume concludes with a discussion of incorporating strong and weak spatial dependence in non-stationary panel data models. All discussions are accompanied by empirical  testing based on a spatial panel data of house prices in Israel.

 

EAN 9783030036133
ISBN 3030036138
Binding Hardback
Publisher Springer, Berlin
Publication date April 8, 2019
Pages 275
Language English
Dimensions 235 x 155
Country Switzerland
Readership Professional & Scholarly
Authors Beenstock, Michael; Felsenstein Daniel
Illustrations IX, 275 p. 45 illus., 40 illus. in color.
Edition 1st ed. 2019
Series Advances in Spatial Science