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Statistical Properties of the Two-Stage Least Squares Estimator under Cointegration

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Author Info
Hsiao, Cheng

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Abstract

The author derives the limiting properties of the two-stage least squares estimator of an equation in a dynamic simultaneous model when variables are nonstationary and cointegrated. The implication on hypothesis testing is also discussed. It is shown that, in a structural equation approach, what one needs to worry about are the classical issues of identification and estimation, not nonstationarity and cointegration. Conventional formulae for computing the asymptotic covariance of the two-stage least squares estimator and the Wald-type test statistics remain good approximations despite the fact that variables may be integrated. Copyright 1997 by The Review of Economic Studies Limited.

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Publisher Info
Article provided by Blackwell Publishing in its journal Review of Economic Studies.

Volume (Year): 64 (1997)
Issue (Month): 3 (July)
Pages: 385-98
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Handle: RePEc:bla:restud:v:64:y:1997:i:3:p:385-98

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(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. V. Pandit, 2008. "Structural Modeling under Challenge," Working Papers id:1622, esocialsciences.com. [Downloadable!]
  2. Yan Shen & Cheng Hsiao & Hiroshi Fujiki, 2005. "Aggregate vs. disaggregate data analysis-a paradox in the estimation of a money demand function of Japan under the low interest rate policy," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(5), pages 579-601. [Downloadable!]
    Other versions:
  3. Norah Al-Ballaa, 2005. "Test for cointegration based on two-stage least squares," Journal of Applied Statistics, Taylor and Francis Journals, vol. 32(7), pages 707-713, September. [Downloadable!] (restricted)
  4. V. Pandit, 2001. "Structural Modelling Under Challenge," Working papers 98, Centre for Development Economics, Delhi School of Economics. [Downloadable!]
  5. Calderon, Cesar & Loayza, Norman & Serven, Luis, 2003. "Do capital flows respond to risk and return?," Policy Research Working Paper Series 3059, The World Bank. [Downloadable!]
Statistics
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This page was last updated on 2009-11-22.


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