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Efficient Estimation of Linear Asset-Pricing Models with Moving Average Errors

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Author Info
Hansen, Lars Peter
Singleton, Kenneth J

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Abstract

This paper studies alternative methods for estimating parameters from multiperiod conditional moment restrictions. The authors' discussion is couched in the context of a multivariate linear time series model and they use the log-linear intertemporal asset pricing model as a prototype when comparing alternative econometric methods. They propose a generalized method of moments estimator that is scale invariant and is asymptotically equivalent to one used previously in empirical work on asset pricing. The authors then show how to improve the efficiency of this estimator. Finally, they apply these methods in an empirical investigation of the log-linear intertemporal asset pricing model.

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Publisher Info
Article provided by American Statistical Association in its journal Journal of Business and Economic Statistics.

Volume (Year): 14 (1996)
Issue (Month): 1 (January)
Pages: 53-68
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Handle: RePEc:bes:jnlbes:v:14:y:1996:i:1:p:53-68

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  2. Rao, B. Bhaskara & Sharma, Kanhaiya Lal, 2007. "Testing the permanent income hypothesis in the developing and developed countries: A comparison between Fiji and Australia," MPRA Paper 2725, University Library of Munich, Germany. [Downloadable!]
  3. Ruediger Bachmann & Ricardo J. Caballero & Eduardo Engel, 2006. "Lumpy Investment in Dynamic General Equilibrium," Cowles Foundation Discussion Papers 1566, Cowles Foundation, Yale University. [Downloadable!]
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  4. Robert F. Stambaugh, 1993. "Estimating Conditional Expectations when Volatility Fluctuates," NBER Technical Working Papers 0140, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  5. Nour Meddahi, 2000. "Temporal Aggregation of Volatility Models," Econometric Society World Congress 2000 Contributed Papers 1903, Econometric Society. [Downloadable!]
  6. Masasaki Fuse, 2004. "Estimating intertemporal substitution in Japan," Applied Economics Letters, Taylor and Francis Journals, vol. 11(4), pages 267-269, March. [Downloadable!] (restricted)
  7. B Bhaskara Rao, 2005. "Testing Permanent Income Hypothesis for Fiji," Macroeconomics 0511013, EconWPA. [Downloadable!]
  8. Kenneth D. West, 1995. "Another Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimator," NBER Technical Working Papers 0183, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  9. Elena Márquez de la Cruz, 2005. "La elasticidad de sustitución intertemporal y el consumo duradero: un análisis para el caso español," Investigaciones Economicas, Fundación SEPI, vol. 29(3), pages 455-481, September. [Downloadable!]
  10. Darrell Duffie & Kenneth J. Singleton, 1990. "Simulated Moments Estimation of Markov Models of Asset Prices," NBER Technical Working Papers 0087, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  11. Nour Meddahi, 2002. "ARMA Representation of Integrated and Realized Variances," CIRANO Working Papers 2002s-93, CIRANO. [Downloadable!]
  12. Michael Kumhof & Douglas Laxton, 2005. "A Rational Expectations Model of Optimal Inflation Inertia," Computing in Economics and Finance 2005 429, Society for Computational Economics. [Downloadable!]
  13. MEDDAHI, Nour & RENAULT, Éric, 1998. "Aggregations and Marginalization of GARCH and Stochastic Volatility Models," Cahiers de recherche 9818, Universite de Montreal, Departement de sciences economiques. [Downloadable!]
  14. Orazio P. Attanasio & Hamish Low, 2004. "Estimating Euler Equations," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 7(2), pages 405-435, April. [Downloadable!] (restricted)
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  15. Nour Meddahi & Éric Renault, 2000. "Temporal Aggregation of Volatility Models," CIRANO Working Papers 2000s-22, CIRANO. [Downloadable!]
  16. Ruediger Bachmann & Ricardo J. Caballero & Eduardo M.R.A. Engel, 2006. "Aggregate Implications of Lumpy Investment: New Evidence and a DSGE Model," NBER Working Papers 12336, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  17. Luis Felipe Céspedes & Michael Kumhof & Eric Parrado, 2003. "Pricing Policies and Inflation Inertia," Working Papers Central Bank of Chile 232, Central Bank of Chile. [Downloadable!]
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  18. Chris Neely & Amlan Roy & Charles Whiteman, 1999. "Risk aversion vs. intertemporal substitution: identification failure in the intertemporal consumption CAPM," Working Papers 1995-002, Federal Reserve Bank of St. Louis. [Downloadable!]
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  19. Catherine Doz & Éric Renault, 2004. "Conditionally Heteroskedastic Factor Models: Identification and Instrumental Variables Estimation," CIRANO Working Papers 2004s-37, CIRANO. [Downloadable!]
  20. Nour Meddahi, 2002. "ARMA Representation of Two-Factor Models," CIRANO Working Papers 2002s-92, CIRANO. [Downloadable!]
  21. Kenneth D. West & David W. Wilcox, 1995. "A Comparison of Alternative Instruments Variables Estimators of a Dynamic Linear Model," NBER Technical Working Papers 0176, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  23. Nour Meddahi, 2001. "An Eigenfunction Approach for Volatility Modeling," CIRANO Working Papers 2001s-70, CIRANO. [Downloadable!]
  24. Catherine Doz & Eric Renault, 2004. "Conditionaly Heteroskedastic Factor Models : Identificationand Instrumental variables Estmation," THEMA Working Papers 2004-13, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise. [Downloadable!]
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