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The MIDAS Touch: Mixed Data Sampling Regression Models Author info | Abstract | Publisher info | Download info | Related research | Statistics Eric Ghysels ()
Pedro Santa-Clara
Rossen Valkanov
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We introduce Mixed Data Sampling (henceforth MIDAS) regression models. The regressions involve time series data sampled at different frequencies. Technically speaking MIDAS models specify conditional expectations as a distributed lag of regressors recorded at some higher sampling frequencies. We examine the asymptotic properties of MIDAS regression estimation and compare it with traditional distributed lag models. MIDAS regressions have wide applicability in macroeconomics and finance. Nous introduisons des modèles de régression MIDAS (Mixed Data Sampling). Ce sont des modèles de régression avec des séries temporelles échantillonées à différentes fréquences. Nous analysons les liens avec les modèles à retards échelonnés.
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Date of creation: 01 May 2004Date of revision:
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Keywords: distributed log models ; aliasing ; discretization bias ; retards échelonnés ; aliasing ; biais de discrétisation ; Other versions of this item:
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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.: Chernov, Mikhail & Gallant, A. Ronald & Ghysels, Eric & Tauchen, George, 2002.
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Eric Ghysels & Pedro Santa-Clara & Rossen Valkanov, 2004.
"There is a Risk-Return Tradeoff After All ,"
NBER Working Papers
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Other versions:
Eric Ghysels & Pedro Santa-Clara & Rossen Valkanov, 2003.
"There is a Risk-Return Tradeoff After All ,"
University of California at Los Angeles, Anderson Graduate School of Management
1155, Anderson Graduate School of Management, UCLA.
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"There is a Risk-Return Tradeoff After All ,"
CIRANO Working Papers
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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.)
S. Boragan Aruoba & Francis X. Diebold & Chiara Scotti, 2007.
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Eric Ghysels & Pedro Santa-Clara & Rossen Valkanov, 2003.
"There is a Risk-Return Tradeoff After All ,"
CIRANO Working Papers
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Other versions:
Eric Ghysels & Pedro Santa-Clara & Rossen Valkanov, 2003.
"There is a Risk-Return Tradeoff After All ,"
University of California at Los Angeles, Anderson Graduate School of Management
1155, Anderson Graduate School of Management, UCLA.
[Downloadable!] Eric Ghysels & Pedro Santa-Clara & Rossen Valkanov, 2004.
"There is a Risk-Return Tradeoff After All ,"
NBER Working Papers
10913, National Bureau of Economic Research, Inc.
[Downloadable!] (restricted) Eric Ghysels & Pedro Santa-Clara & Rossen Valkanov, 2004.
"There is a Risk-Return Tradeoff After All ,"
CIRANO Working Papers
2004s-24, CIRANO.
[Downloadable!] S. Boragan Aruoba & Francis X. Diebold & Chiara Scotti, 2007.
"Real-Time Measurement of Business Conditions ,"
PIER Working Paper Archive
07-028, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
[Downloadable!]
Other versions:
S. Boragan Aruoba & Francis X. Diebold & Chiara Scotti, 2008.
"Real-time measurement of business conditions ,"
Working Papers
08-19, Federal Reserve Bank of Philadelphia.
[Downloadable!] S. Boragan Aruoba & Francis X. Diebold & Chiara Scotti, 2008.
"Real-Time Measurement of Business Conditions ,"
NBER Working Papers
14349, National Bureau of Economic Research, Inc.
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"Real-Time Measurement of Business Conditions ,"
Computing in Economics and Finance 2006
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"MIDAS vs. mixed-frequency VAR: Nowcasting GDP in the Euro Area ,"
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