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Simulation-Based Finite and Large Sample Tests in Multivariate Regressions Author info | Abstract | Publisher info | Download info | Related research | Statistics Dufour, J.M.
Khalaf, L.
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In the context of multivariate linear regression (MLR) models, it is well known that commonly employed asymptotic test criteria are seriously biased towards overrejection. In this paper, we propose a general method for constructing exact tests of possibly nonlinear hypotheses on the coefficients of MLR systems.
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Paper provided by Centre interuniversitaire de recherche en économie quantitative, CIREQ in its series Cahiers de recherche with number
2000-10.
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Length: 24 pages
Date of creation: 2000Date of revision:
Handle: RePEc:mtl:montec:2000-10Contact details of provider: Postal: C.P. 6128, Succ. centre-ville, Montr�al (PQ) H3C 3J7 Phone: (514) 343-6557 Fax: (514) 343-5831 Email: Web page: http://www.cireq.umontreal.ca More information through EDIRC
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Keywords: LINEAR MODEL ; REGRESSION ANALYSIS ; TESTS ; Other versions of this item:
Find related papers by JEL classification: C20 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - General C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Statistical Simulation Methods C42 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Survey Methods
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Dufour, Jean-Marie & Kiviet, Jan F., 1996.
"Exact tests for structural change in first-order dynamic models ,"
Journal of Econometrics ,
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Kiviet, Jan F. & Dufour, Jean-Marie, 1997.
"Exact tests in single equation autoregressive distributed lag models ,"
Journal of Econometrics ,
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Other versions:
Dufour, J.M. & Kiviet, J.F., 1995.
"Exact Tests in Single Equation Autoregressive Distributed Lag Models ,"
Cahiers de recherche
9549, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
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Cahiers de recherche
9549, Universite de Montreal, Departement de sciences economiques.
[Downloadable!] Laitinen, Kenneth, 1978.
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Dufour, Jean-Marie, 1989.
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Jean-Marie Dufour & Lynda Khalaf, 1999.
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Computing in Economics and Finance 1999
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Davidson, Russell & MacKinnon, James G., 1999.
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Econometric Theory ,
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Other versions: Jean-Marie Dufour & Abdeljelil Farhat & Lucien Gardiol & Lynda Khalaf, 1998.
"Simulation-based finite sample normality tests in linear regressions ,"
Econometrics Journal ,
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"Exact Inference Methods for First-Order Autoregressive Distributed Lag Models ,"
Econometrica ,
Econometric Society, vol. 66(1), pages 79-104, January.
Other versions:
Dufour, J.M. & Kiviet, J.F., 1995.
"Exact Inference Methods for First-Order Autoregressive Distributed Lag Models ,"
Cahiers de recherche
9547, Universite de Montreal, Departement de sciences economiques.
[Downloadable!] Dufour, J.M. & Kiviet, J.F., 1995.
"Exact Inference Methods for First-Order Autoregressive Distributed Lag Models ,"
Cahiers de recherche
9547, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
DUFOUR, Jean-Marie & KHALAF, Lynda, 1998.
"Simulation-Based Finite-and Large-sample Inference Methods in Multivariate Regressions and Seemingly Unrelated Regressions ,"
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9813, Universite de Montreal, Departement de sciences economiques.
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"Bartlett's correction and the bootstrap in normal linear regression models ,"
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"Some Impossibility Theorems in Econometrics with Applications to Structural and Dynamic Models ,"
Econometrica ,
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