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A Comparison of Alternative Instrumental Variables Estimators of a Dynamic Linear Model Author info | Abstract | Publisher info | Download info | Related research | Statistics West, Kenneth D
Wilcox, David W
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Using a dynamic linear equation that has a conditionally homoskedastic moving average disturbance, the authors compare two parameterizations of a commonly used instrumental variables estimator (Hansen (1982)) to one that is asymptotically optimal in a class of estimators that includes the conventional one (Hansen (1985)). They find that for some plausible data generating processes, the optimal one is distinctly more efficient asymptotically. Simulations indicate that, in samples of size typically available, asymptotic theory describes the distribution of the parameter estimates reasonably well but that test statistics sometimes are poorly sized.
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Article provided by American Statistical Association in its journal Journal of Business and Economic Statistics .
Volume (Year): 14 (1996)
Issue (Month): 3 (July)
Pages: 281-93
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Handle: RePEc:bes:jnlbes:v:14:y:1996:i:3:p:281-93Contact details of provider: Web page: http://www.amstat.org/publications/jbes/index.cfm?fuseaction=main
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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.: Blanchard, Olivier J. & Melino, Angelo, 1986.
"The cyclical behavior of prices and quantities: The case of the automobile market ,"
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Hansen, Lars Peter & Singleton, Kenneth J, 1996.
"Efficient Estimation of Linear Asset-Pricing Models with Moving Average Errors ,"
Journal of Business & Economic Statistics ,
American Statistical Association, vol. 14(1), pages 53-68, January.
Other versions: Andrews, Donald W K, 1991.
"Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation ,"
Econometrica ,
Econometric Society, vol. 59(3), pages 817-58, May.
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Other versions: Hansen, Lars Peter, 1982.
"Large Sample Properties of Generalized Method of Moments Estimators ,"
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Econometric Society, vol. 50(4), pages 1029-54, July.
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Hansen, Lars Peter, 1985.
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Elsevier, vol. 30(1-2), pages 203-238.
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Newey, Whitney K & West, Kenneth D, 1994.
"Automatic Lag Selection in Covariance Matrix Estimation ,"
Review of Economic Studies ,
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Journal of Political Economy ,
University of Chicago Press, vol. 99(2), pages 306-34, April.
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Eichenbaum, Martin, 1989.
"Some Empirical Evidence on the Production Level and Production Cost Smoothing Models of Inventory Investment ,"
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Other versions: Kenneth D. West, 1995.
"Another Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimator ,"
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Other versions: Rotemberg, Julio J, 1984.
"Interpreting the Statistical Failures of Some Rational Expectations Macroeconomic Models ,"
American Economic Review ,
American Economic Association, vol. 74(2), pages 188-93, May.
West, Kenneth D, 1986.
"A Variance Bounds Test of the Linear Quadratic Inventory Model ,"
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Other versions: Epstein, Larry G & Zin, Stanley E, 1991.
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University of Chicago Press, vol. 99(2), pages 263-86, April.
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Kenneth D. West, 1993.
"Inventory Models ,"
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0143, National Bureau of Economic Research, Inc.
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Kenneth D. West & David W. Wilcox, 1993.
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