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The Asymptotics for Panel Models with Common Shocks

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Author Info
Chihwa Kao () (Center for Policy Research, Maxwell School, Syracuse University, Syracuse NY 13244-1020)
Lorenzo Trapani () (Cass Business School and Bergamo University)
Giovanni Urga () (Cass Business School)

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Abstract

This paper develops a novel asymptotic theory for panel models with common shocks. We assume that contemporaneous correlation can be generated by both the presence of common regressors among units and weak spatial dependence among the error terms. Several characteristics of the panel are considered: cross sectional and time series dimensions can either be fixed or large; factors can either be observable or unobservable; the factor model can describe either cointegration relationship or a spurious regression, and we also consider the stationary case. We derive the rate of convergence and the distribution limits for the ordinary least squares (OLS) estimates of the model parameters under all the aforementioned cases.

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Publisher Info
Paper provided by Center for Policy Research, Maxwell School, Syracuse University in its series Center for Policy Research Working Papers with number 77.

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Length: 57 pages
Date of creation: Feb 2006
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Handle: RePEc:max:cprwps:77

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Related research
Keywords: cross-sectional dependence; common shocks; nonstationary panel;

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Find related papers by JEL classification:
C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Estimation
C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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  3. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September. [Downloadable!] (restricted)
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Full references

Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Chihwa Kao & Lorenzo Trapani & Giovanni Urga, 2007. "Modelling and Testing for Structural Changes in Panel Cointegration Models with Common and Idiosyncratic Stochastic Trend," Center for Policy Research Working Papers 92, Center for Policy Research, Maxwell School, Syracuse University. [Downloadable!]
  2. Bittencourt, Manoel, 2007. "Inflation and Financial Development: Evidence from Brazil," Proceedings of the German Development Economics Conference, Göttingen 2007 1, Verein für Socialpolitik, Research Committee Development Economics. [Downloadable!]
    Other versions:
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