Citations for "Forecasting using a large number of predictors - Is Bayesian regression a valid alternative to principal components?"
by Christine De Mol & Domenico Giannone & Lucrezia Reichlin
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- Marek Jarociński, 2010.
"Imposing parsimony in cross-country growth regressions,"
Working Paper Series
1234, European Central Bank.
- Martha Banbura & Domenico Giannone & Lucrezia Reichlin, 2008.
"Large Bayesian VARs,"
Working Papers ECARES
2008_033, ULB -- Universite Libre de Bruxelles.
- Banbura, Marta & Giannone, Domenico & Reichlin, Lucrezia, 2007.
"Bayesian VARs with Large Panels,"
CEPR Discussion Papers
6326, C.E.P.R. Discussion Papers.
- Domenico Giannone & Martha Banbura & Lucrezia Reichlin, 2008.
"Bayesian VARs with large panels,"
ULB Institutional Repository
2013/13388, ULB -- Universite Libre de Bruxelles.
- Marta Bańbura & Domenico Giannone & Lucrezia Reichlin, 2008.
"Large Bayesian VARs,"
Working Paper Series
966, European Central Bank.
- Marta Bańbura, 2008.
"Large Bayesian VARs,"
2008 Meeting Papers
334, Society for Economic Dynamics.
- Liebermann, Joelle, 2012.
"Real-time forecasting in a data-rich environment,"
Research Technical Papers
07/RT/12, Central Bank of Ireland.
- Domenico Giannone & Michèle Lenza & Huw Pill & Lucrezia Reichlin, 2012.
"The ECB and the Interbank Market,"
Working Papers ECARES
ECARES 2012-005, ULB -- Universite Libre de Bruxelles.
- Domenico Giannone & Michele Lenza & Huw Pill & Lucrezia Reichlin, 2012.
"The ECB and the interbank market,"
Working Paper Series
1496, European Central Bank.
- Giannone, Domenico & Lenza, Michele & Pill, Huw & Reichlin, Lucrezia, 2012.
"The ECB and the Interbank Market,"
CEPR Discussion Papers
8844, C.E.P.R. Discussion Papers.
- KOROBILIS, Dimitris, 2011.
"Hierarchical shrinkage priors for dynamic regressions with many predictors,"
CORE Discussion Papers
2011021, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Domenico Giannone & Michele Lenza & Lucrezia Reichlin, 2008.
"Explaining The Great Moderation: It Is Not The Shocks,"
Journal of the European Economic Association,
MIT Press, vol. 6(2-3), pages 621-633, 04-05.
- Domenico Giannone & Michèle Lenza & Lucrezia Reichlin, .
"Explaining the great moderation: it is not the shocks,"
ULB Institutional Repository
2013/6413, ULB -- Universite Libre de Bruxelles.
- Domenico Giannone & Michele Lenza & Lucrezia Reichlin, 2008.
"Explaining the Great Moderation - it is not the shocks,"
Working Paper Series
865, European Central Bank.
- Giannone, Domenico & Lenza, Michele & Reichlin, Lucrezia, 2007.
"Explaining The Great Moderation: It Is Not The Shocks,"
CEPR Discussion Papers
6600, C.E.P.R. Discussion Papers.
- Vladimir Kuzin & Massimiliano Marcellino & Christian Schumacher, 2009.
"Pooling versus Model Selection for Nowcasting with Many Predictors: An Application to German GDP,"
Economics Working Papers
ECO2009/13, European University Institute.
- Kuzin, Vladimir & Marcellino, Massimiliano & Schumacher, Christian, 2009.
"Pooling versus model selection for nowcasting with many predictors: An application to German GDP,"
CEPR Discussion Papers
7197, C.E.P.R. Discussion Papers.
- Kuzin, Vladimir N. & Marcellino, Massimiliano & Schumacher, Christian, 2009.
"Pooling versus model selection for nowcasting with many predictors: an application to German GDP,"
Discussion Paper Series 1: Economic Studies
2009,03, Deutsche Bundesbank, Research Centre.
- Lenza, Michele & Pill, Huw & Reichlin, Lucrezia, 2010.
"Monetary policy in exceptional times,"
CEPR Discussion Papers
7669, C.E.P.R. Discussion Papers.
- Rangan Gupta & Marius Jurgilas & Alain Kabundi & Stephen M. Miller, 2011.
"Monetary policy and housing sector dynamics in a large-scale Bayesian vector autoregressive model,"
International Journal of Strategic Property Management,
Taylor and Francis Journals, vol. 16(1), pages 1-20, August.
- Rangan Gupta & Marius Jurgilas & Alain Kabundi & Stephen M. Miller, 2009.
"Monetary Policy and Housing Sector Dynamics in a Large-Scale Bayesian Vector Autoregressive Model,"
Working Papers
200913, University of Pretoria, Department of Economics.
- Rangan Gupta & Marius Jurgilas & Alain Kabundi & Stephen M. Miller, 2009.
"Monetary Policy and Housing Sector Dynamics in a Large-Scale Bayesian Vector Autoregressive Model,"
Working papers
2009-19, University of Connecticut, Department of Economics.
- Rangan Gupta & Marius Jurgilas & Alan Kabundi & Stephen M. Miller, 2009.
"Monetary Policy and Housing Sector Dynamics in a Large-Scale Bayesian Vector Autoregressive Mode,"
Working Papers
0919, University of Nevada, Las Vegas , Department of Economics.
- Luigi Paciello, 2011.
"Does Inflation Adjust Faster to Aggregate Technology Shocks than to Monetary Policy Shocks?,"
Journal of Money, Credit and Banking,
Blackwell Publishing, vol. 43(8), pages 1663-1684, December.
- Marco Lombardi & Chiara Osbat & Bernd Schnatz, 2010.
"Global commodity cycles and linkages a FAVAR approach,"
Working Paper Series
1170, European Central Bank.
- Alexander Chudik & M. Hashem Pesaran, 2009.
"Infinite-dimensional VARs and factor models,"
Working Paper Series
998, European Central Bank.
- Alexander Chudik & M. Hashem Pesaran, 2007.
"Infinite Dimensional VARs and Factor Models,"
CESifo Working Paper Series
2176, CESifo Group Munich.
- Chudik , A. & Pesaran, M.H., 2007.
"Infinite Dimensional VARs and Factor Models,"
Cambridge Working Papers in Economics
0757, Faculty of Economics, University of Cambridge.
- Chudik, Alexander & Pesaran, M. Hashem, 2007.
"Infinite Dimensional VARs and Factor Models,"
IZA Discussion Papers
3206, Institute for the Study of Labor (IZA).
- Bernoth, Kerstin & Pick, Andreas, 2011.
"Forecasting the fragility of the banking and insurance sectors,"
Journal of Banking & Finance,
Elsevier, vol. 35(4), pages 807-818, April.
- Sandra Eickmeier & Tim Ng, 2009.
"Forecasting national activity using lots of international predictors: an application to New Zealand,"
Reserve Bank of New Zealand Discussion Paper Series
DP2009/04, Reserve Bank of New Zealand.
- Eickmeier, Sandra & Ng, Tim, 2011.
"Forecasting national activity using lots of international predictors: An application to New Zealand,"
International Journal of Forecasting,
Elsevier, vol. 27(2), pages 496-511.
- Eickmeier, Sandra & Ng, Tim, 2011.
"Forecasting national activity using lots of international predictors: An application to New Zealand,"
International Journal of Forecasting,
Elsevier, vol. 27(2), pages 496-511, April.
- Sydney C. Ludvigson & Serena Ng, 2009.
"A Factor Analysis of Bond Risk Premia,"
NBER Working Papers
15188, National Bureau of Economic Research, Inc.
- Marcellino, Massimiliano & Schumacher, Christian, 2008.
"Factor-MIDAS for now- and forecasting with ragged-edge data: A model comparison for German GDP,"
CEPR Discussion Papers
6708, C.E.P.R. Discussion Papers.
- Marcellino, Massimiliano & Schumacher, Christian, 2007.
"Factor-MIDAS for now- and forecasting with ragged-edge data: a model comparison for German GDP,"
Discussion Paper Series 1: Economic Studies
2007,34, Deutsche Bundesbank, Research Centre.
- Massimiliano Marcellino & Christian Schumacher, 2008.
"Factor-MIDAS for Now- and Forecasting with Ragged-Edge Data: A Model Comparison for German GDP,"
Economics Working Papers
ECO2008/16, European University Institute.
- Rangan Gupta & Alain Kabundi & Stephen M. Miller, 2009.
"Forecasting the US Real House Price Index: Structural and Non-Structural Models with and without Fundamentals,"
Working papers
2009-42, University of Connecticut, Department of Economics.
- Carriero, Andrea & Kapetanios, George & Marcellino, Massimiliano, 2010.
"Forecasting Government Bond Yields with Large Bayesian VARs,"
CEPR Discussion Papers
7796, C.E.P.R. Discussion Papers.
- Joshua Brodie & Ingrid Daubechies & Christine De Mol & Domenico Giannone & Ignace Loris, 2007.
"Sparse and stable Markowitz portfolios,"
Papers
0708.0046, arXiv.org, revised May 2008.
- Brodie, Joshua & Daubechies, Ingrid & De Mol, Christine & Giannone, Domenico, 2007.
"Sparse and Stable Markowitz Portfolios,"
CEPR Discussion Papers
6474, C.E.P.R. Discussion Papers.
- Joshua Brodie & Ingrid Daubechies & Christine De Mol & Domenico Giannone & Ignace Loris, 2008.
"Sparse and stable Markowitz portfolios,"
Working Paper Series
936, European Central Bank.
- Eliana González, 2011.
"Forecasting With Many Predictors. An Empirical Comparison,"
BORRADORES DE ECONOMIA
007996, BANCO DE LA REPÚBLICA.
- Gary Koop, 2013.
"Using VARs and TVP-VARs with Many Macroeconomic Variables,"
Working Papers
1303, University of Strathclyde Business School, Department of Economics.
- Giacomini, Raffaella & Ragusa, Giuseppe, 2011.
"Incorporating theoretical restrictions into forecasting by projection methods,"
CEPR Discussion Papers
8604, C.E.P.R. Discussion Papers.
- Bloor, Chris & Matheson, Troy, 2011.
"Real-time conditional forecasts with Bayesian VARs: An application to New Zealand,"
The North American Journal of Economics and Finance,
Elsevier, vol. 22(1), pages 26-42, January.
- Rangan Gupta, 2012.
"Forecasting House Prices for the Four Census Regions and the Aggregate US Economy: The Role of a Data-Rich Environment,"
Working Papers
201214, University of Pretoria, Department of Economics.
- Scharnagl, Michael & Schumacher, Christian, 2007.
"Reconsidering the role of monetary indicators for euro area inflation from a Bayesian perspective using group inclusion probabilities,"
Discussion Paper Series 1: Economic Studies
2007,09, Deutsche Bundesbank, Research Centre.
- Rangan Gupta & Mampho P. Modise & Josine Uwilingiye, 2011.
"Out-of-Sample Equity Premium Predictability in South Africa: Evidence from a Large Number of Predictors,"
Working Papers
201122, University of Pretoria, Department of Economics.
- Domenico Giannone & Michèle Lenza & Daphné Momferatu & Luca Onorante, 2010.
"Short-term inflation projections: a Bayesian vector autoregressive approach,"
Working Papers ECARES
ECARES 2010-011, ULB -- Universite Libre de Bruxelles.
- Jan J. J. Groen & Richard Paap & Francesco Ravazzolo, 2009.
"Real-time inflation forecasting in a changing world,"
Staff Reports
388, Federal Reserve Bank of New York.
- Ching Wai (Jeremy) Chiu & Bjørn Eraker & Andrew T. Foerster & Tae Bong Kim & Hernán D. Seoane, 2011.
"Estimating VAR's sampled at mixed or irregular spaced frequencies : a Bayesian approach,"
Research Working Paper
RWP 11-11, Federal Reserve Bank of Kansas City.
- Henzel, Steffen R. & Mayr, Johannes, 2013.
"The mechanics of VAR forecast pooling—A DSGE model based Monte Carlo study,"
The North American Journal of Economics and Finance,
Elsevier, vol. 24(C), pages 1-24.
- BELMONTE, Miguel A.G. & KOOP, Gary & KOROBILIS, Dimitris, 2011.
"Hierarchical shrinkage in time-varying parameter models,"
CORE Discussion Papers
2011036, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Miguel A. G. Belmonte & Gary Koop & Dimitris Korobilis, 2011.
"Hierarchical Shrinkage in Time-Varying Parameter Models,"
Working Paper Series
35_11, The Rimini Centre for Economic Analysis.
- Miguel, Belmonte & Gary, Koop & Dimitris, Korobilis, 2011.
"Hierarchical shrinkage in time-varying parameter models,"
MPRA Paper
31827, University Library of Munich, Germany.
- Miguel Belmonte & Gary Koop & Dimitris Korobilis, 2011.
"Hierarchical Shrinkage in Time-Varying Parameter Models,"
Working Papers
1137, University of Strathclyde Business School, Department of Economics.
- Eliana González, .
"Forecasting With Many Predictors. An Empirical Comparison,"
Borradores de Economia
643, Banco de la Republica de Colombia.
- Jan J.J. Groen & George Kapetanios, 2008.
"Revisiting Useful Approaches to Data-Rich Macroeconomic Forecasting,"
Working Papers
624, Queen Mary, University of London, School of Economics and Finance.
- Massimiliano Marcellino & Christian Schumacher, 2008.
"Factor-MIDAS for Now- and Forecasting with Ragged-Edge Data: A Model Comparison for German GDP1,"
Working Papers
333, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
- Carriero, A. & Kapetanios, G. & Marcellino, M., 2009.
"Forecasting exchange rates with a large Bayesian VAR,"
International Journal of Forecasting,
Elsevier, vol. 25(2), pages 400-417.
- Andrea Carriero & George Kapetanios & Massimiliano Marcellino, 2008.
"Forecasting Exchange Rates with a Large Bayesian VAR,"
Working Papers
634, Queen Mary, University of London, School of Economics and Finance.
- Carriero, Andrea & Kapetanios, George & Marcellino, Massimiliano, 2008.
"Forecasting Exchange Rates with a Large Bayesian VAR,"
CEPR Discussion Papers
7008, C.E.P.R. Discussion Papers.
- A. Carriero & G. Kapetanios & M. Marcellino, 2008.
"Forecasting Exchange Rates with a Large Bayesian VAR,"
Economics Working Papers
ECO2008/33, European University Institute.
- Bai, Jushan & Ng, Serena, 2008.
"Forecasting economic time series using targeted predictors,"
Journal of Econometrics,
Elsevier, vol. 146(2), pages 304-317, October.
- Chris Bloor & Troy Matheson, 2008.
"Analysing shock transmission in a data-rich environment: A large BVAR for New Zealand,"
Reserve Bank of New Zealand Discussion Paper Series
DP2008/09, Reserve Bank of New Zealand.
- Domenico Giannone & Michèle Lenza & Giorgio E. Primiceri, 2012.
"Prior Selection for Vector Autoregressions,"
Working Papers ECARES
ECARES 2012-002, ULB -- Universite Libre de Bruxelles.
- Domenico Giannone & Michele Lenza & Giorgio E. Primiceri, 2012.
"Prior selection for vector autoregressions,"
Working Paper Series
1494, European Central Bank.
- Giannone, Domenico & Lenza, Michele & Primiceri, Giorgio E, 2012.
"Prior Selection for Vector Autoregressions,"
CEPR Discussion Papers
8755, C.E.P.R. Discussion Papers.
- Domenico Giannone & Michele Lenza & Giorgio E. Primiceri, 2012.
"Prior Selection for Vector Autoregressions,"
NBER Working Papers
18467, National Bureau of Economic Research, Inc.
- Andrea Carriero & George Kapetanios & Massimiliano Marcellino, 2009.
"Forecasting Large Datasets with Bayesian Reduced Rank Multivariate Models,"
Economics Working Papers
ECO2009/31, European University Institute.
- Jushan Bai & Serena Ng, 2009.
"Boosting diffusion indices,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 24(4), pages 607-629.
- Jana Eklund & George Kapetanios, 2008.
"A Review of Forecasting Techniques for Large Data Sets,"
Working Papers
625, Queen Mary, University of London, School of Economics and Finance.
- Andrea Carriero & Todd E. Clark & Massimiliano Marcellino, 2012.
"Real-time nowcasting with a Bayesian mixed frequency model with stochastic volatility,"
Working Paper
1227, Federal Reserve Bank of Cleveland.
- Lucrezia Reichlin, 2009.
"Comment on "How Has the Euro Changed the Monetary Transmission Mechanism?","
NBER Chapters,
in: NBER Macroeconomics Annual 2008, Volume 23, pages 127-139
National Bureau of Economic Research, Inc.
- Rachida Ouysse, 2011.
"Comparison of Bayesian moving Average and Principal Component Forecast for Large Dimensional Factor Models,"
Discussion Papers
2012-03, School of Economics, The University of New South Wales.
- Helmut Lütkepohl, 2012.
"Fundamental Problems with Nonfundamental Shocks,"
Discussion Papers of DIW Berlin
1230, DIW Berlin, German Institute for Economic Research.
- Olfa Kaabia & Ilyes Abid & Khaled Guesmi, 2012.
"Does Bayesian Shrinkage Help to Better Reflect What Happened during the Subprime Crisis?,"
EconomiX Working Papers
2012-46, University of Paris West - Nanterre la Défense, EconomiX.
- Giannone, Domenico & Lenza, Michele & Pill, Huw & Reichlin, Lucrezia, 2010.
"Non-standard Monetary Policy Measures and Monetary Developments,"
CEPR Discussion Papers
8125, C.E.P.R. Discussion Papers.
- Peter Exterkate & Patrick J.F. Groenen & Christiaan Heij & Dick van Dijk, 2011.
"Nonlinear Forecasting with Many Predictors using Kernel Ridge Regression,"
Tinbergen Institute Discussion Papers
11-007/4, Tinbergen Institute.
- Ricco, Giovanni & Ellahie, Atif, 2012.
"Government Spending Reloaded: Fundamentalness and Heterogeneity in Fiscal SVARs,"
MPRA Paper
42105, University Library of Munich, Germany.
- David de Antonio Liedo & Elena Fernández Muñoz, 2010.
"Nowcasting Spanish GDP growth in real time: "One and a half months earlier","
Banco de España Working Papers
1037, Banco de España.
- Adina Popescu & Alina Carare, 2011.
"Monetary Policy and Risk-Premium Shocks in Hungary: Results from a Large Bayesian VAR,"
IMF Working Papers
11/259, International Monetary Fund.