Detecting time variation in the price puzzle: a less informative prior choice for time varying parameter VAR models

Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

Author(s):

Peter Reusens

National Bank of Belgium

Christophe Croux

EDHEC Business School

Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

Type: Academic publication
Date: le 29/09/2017
Source : Studies in Nonlinear Dynamics and Econometrics

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Mathematical and computational statistics, marketing modelling, applied econometrics

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Mathematical and computational statistics, marketing modelling, applied econometrics

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Mathematical and computational statistics, marketing modelling, applied econometrics

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Mathematical and computational statistics, marketing modelling, applied econometrics

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Mathematical and computational statistics, marketing modelling, applied econometrics

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Mathematical and computational statistics, marketing modelling, applied econometrics

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Statistical Methods & Applications (2018), Series C Applied Statistics - Royal Statistical Society (2018), Studies in Nonlinear Dynamics and Econometrics (2017), Journal of the American Statistical Association (2017,2002,1994,1993), Journal of Banking and Finance (2017), European Journal of Operational Research (2016, 2009), International Journal of Forecasting (2016, 2008), Energy Economics (2016), Journal of Forecasting (2016, 2010), Journal of Retailing (2016), International Journal of Research in Marketing (2015, 2014, 2012, 2011, 2007), Computational Statistics and Data Analysis (2015,2012,2010),  Annals of Applied Statistics (2013),  Technometrics (2013), Statistics and Computing (2012, 2003) Biometrics (2012, 2006),  Journal of Empirical Finance (2011), Journal of Financial Econometrics (2011),  Journal of Graphical and Computational Statistics (2010), Stata Journal (2009), Journal of Service Research (2009), Journal of Machine Learning Research (2008),  Journal of Marketing Research (2006), Journal of Multivariate Analysis (1994, 1999, 2003, 2005, 2006, 2009),  Review of Economics and Statistics (2001),  Biometrika (2000),  The Annals of Statistics (1994)

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Christophe Croux, Ph.D, is Professor of Data Science at EDHEC Business School. He was a professor in statistics and econometrics at the Université Libre de Bruxelles (1995-2001) and the KU Leuven (2001-2017). The research he conducted was on mathematical and computational statistics, marketing modelling, and applied econometrics. He was the supervisor of more than 15 PhD students, and is author of more than 100 papers in international journals.  His current research activity is on the detection of   anomalies in large and complex data sets, and the development of forecasting methods for big data. He will mainly teach in the newly created MsC in Data Analytics and Digital Business.

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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Studies in Nonlinear Dynamics and Econometrics, Volume 21, Issue 4, September 2017

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