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      Title:Exchange Rates and Fundamentals: Co-movement, long-run relationships and short-run dynamics Author(s):BEKIROS, Stelios D.EUI affiliatedDate:2011Type:Working PaperSeries/Number:EUI ECO; 2011/21Abstract:The present study builds upon the seminal work of Engel and West [2005, Journal of Political Economy 113, 485-517] and in particular on the relationship between exchange rates and fundamentals. The paper discusses the ...
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      Title:Forecasting Government Bond Yields with Large Bayesian VARs Author(s):CARRIERO, Andrea; KAPETANIOS, George; MARCELLINO, MassimilianoEUI affiliatedDate:2010Type:Working PaperSeries/Number:EUI ECO; 2010/17Abstract:We propose a new approach to forecasting the term structure of interest rates, which allows to efficiently extract the information contained in a large panel of yields. In particular, we use a large Bayesian Vector ...
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      Title:Granger-Causal Analysis of VARMA-GARCH Models Author(s):WOŹNIAK, TomaszDate:2012Type:Working PaperSeries/Number:EUI ECO; 2012/19Abstract:Recent economic developments have shown the importance of spillover and contagion effects in financial markets. Such effects are not limited to relations between the levels of financial variables but also impact on their ...
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      Title:Forecasting Large Datasets with Bayesian Reduced Rank Multivariate Models Author(s):CARRIERO, Andrea; KAPETANIOS, George; MARCELLINO, MassimilianoEUI affiliatedDate:2009Type:Working PaperSeries/Number:EUI ECO; 2009/31Abstract:The paper addresses the issue of forecasting a large set of variables using multivariate models. In particular, we propose three alternative reduced rank forecasting models and compare their predictive performance for US ...
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      Title:MIDAS vs. Mixed-frequency VAR: Nowcasting GDP in the Euro Area Author(s):KUZIN, Vladimir; MARCELLINO, MassimilianoEUI affiliated; SCHUMACHER, ChristianDate:2009Type:Working PaperSeries/Number:EUI ECO; 2009/32Abstract:This paper compares the mixed-data sampling (MIDAS) and mixed-frequency VAR (MF- VAR) approaches to model speci cation in the presence of mixed-frequency data, e.g., monthly and quarterly series. MIDAS leads to parsimonious ...
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      Title:A survey of econometric methods for mixed-frequency data Author(s):FORONI, Claudia; MARCELLINO, MassimilianoEUI affiliatedDate:2013Type:Working PaperSeries/Number:EUI ECO; 2013/02Abstract:The development of models for variables sampled at different frequencies has attracted substantial interest in the recent econometric literature. In this paper we provide an overview of the most common techniques, including ...
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      Title:Common Drifting Volatility in Large Bayesian VARs Author(s):CARRIERO, Andrea; CLARK, Todd E.; MARCELLINO, MassimilianoEUI affiliatedDate:2012Type:Working PaperSeries/Number:EUI ECO; 2012/08Abstract:The estimation of large Vector Autoregressions with stochastic volatility using standard methods is computationally very demanding. In this paper we propose to model conditional volatilities as driven by a single common ...
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      Title:Markov-Switching MIDAS Models Author(s):GUERIN, Pierre; MARCELLINO, MassimilianoEUI affiliatedDate:2011Type:Working PaperSeries/Number:EUI ECO; 2011/03Abstract:This paper introduces a new regression model - Markov-switching mixed data sampling (MS-MIDAS) - that incorporates regime changes in the parameters of the mixed data sampling (MIDAS) models and allows for the use of ...
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      Title:Choice of Sample Split in Out-of-Sample Forecast Evaluation Author(s):HANSEN, Peter Reinhard; TIMMERMANN, AllanDate:2012Type:Working PaperSeries/Number:EUI ECO; 2012/10Abstract:Out-of-sample tests of forecast performance depend on how a given data set is split into estimation and evaluation periods, yet no guidance exists on how to choose the split point. Empirical forecast evaluation results can ...
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      Title:Empirical Simultaneous Confidence Regions for Path-Forecasts Author(s):JORDÀ, Òscar; KNÜPPEL, Malte; MARCELLINO, MassimilianoEUI affiliatedDate:2010Type:Working PaperSeries/Number:EUI ECO; 2010/18Abstract:Measuring and displaying uncertainty around path-forecasts, i.e. forecasts made in period T about the expected trajectory of a random variable in periods T+1 to T+H is a key ingredient for decision making under uncertainty. ...
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      AuthorMARCELLINO, Massimiliano (12)CARRIERO, Andrea (4)KAPETANIOS, George (3)SCHUMACHER, Christian (3)FORONI, Claudia (2)KUZIN, Vladimir (2)WOŹNIAK, Tomasz (2)BANERJEE, Anindya (1)BEKIROS, Stelios D. (1)CLARK, Todd E. (1)... View MoreSubject
      C53 (16)
      E37 (7)C11 (6)MIDAS (5)C32 (4)Forecasting (4)mixed-frequency data (4)nowcasting (4)C12 (3)factor models (3)... View MoreTypeWorking Paper (16)Date Issued2013 (1)2012 (5)2011 (2)2010 (2)2009 (3)2008 (3)Series/Number
      EUI ECO (16)
      2008/16 (1)2008/17 (1)2008/33 (1)2009/13 (1)2009/31 (1)2009/32 (1)2010/17 (1)2010/18 (1)2011/03 (1)... View More

      • About the EUI 
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      European University Institute  - Badia Fiesolana - Via dei Roccettini 9, I-50014 San Domenico di Fiesole (FI) - Italy