Luc Bauwens

Université catholique de Louvain

CORE

34 Voie du Roman Pays

B-1348 Louvain-la-Neuve, b-1348

Belgium

  • Université catholique de Louvain

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SCHOLARLY PAPERS

50

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294

Scholarly Papers (50)

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1.

Multivariate GARCH Models: A Survey

CORE Discussion Paper No. 2003/31
Number of pages: 39 Posted: 06 Aug 2003
Luc Bauwens, Sébastien Laurent and J. V. K. Rombouts
Université catholique de Louvain, AMSE and HEC Montreal
Downloads 2,379 (10,699)
Citation 117

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Volatility, Multivariate GARCH models, Financial econometrics

2.

Modelling Financial High Frequency Data Using Point Processes

Downloads 942 (43,287)
Citation 18

Modelling Financial High Frequency Data Using Point Processes

CORE Discussion Paper No. 2006/80
Number of pages: 31 Posted: 19 Nov 2006
Nikolaus Hautsch and Luc Bauwens
University of Vienna - Department of Statistics and Operations Research and Université catholique de Louvain
Downloads 522 (92,435)
Citation 4

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Duration, intensity, point process, high frequency data, ACD models

Modelling Financial High Frequency Data Using Point Processes

CRC Discussion Paper No. 2007-066
Number of pages: 30 Posted: 06 Aug 2008
Luc Bauwens and Nikolaus Hautsch
Université catholique de Louvain and University of Vienna - Department of Statistics and Operations Research
Downloads 420 (119,855)
Citation 15

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Financial point processes, dynamic duration models, dynamic intensity models

3.

Regime Switching GARCH Models

CORE Discussion Paper No. 2006/11
Number of pages: 24 Posted: 14 Jul 2006
Luc Bauwens, Arie Preminger and J. V. K. Rombouts
Université catholique de Louvain, University of Haifa - Department of Economics and HEC Montreal
Downloads 858 (49,175)
Citation 23

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GARCH, regime switching, Bayesian inference

4.

The Logarithmic Acd Model: An Application to the Bid-Ask Quote Process of Three NYSE Stocks

Annales d'Economie et de Statistique, Vol. 60, pp. 117-149, 2000
Number of pages: 34 Posted: 22 Feb 2006
Luc Bauwens and Pierre Giot
Université catholique de Louvain and Facultés Universitaires Notre-Dame de la Paix (FUNDP)
Downloads 555 (86,543)
Citation 2

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duration, high frquency data, liquidity, market microstructure

5.

A New Class of Multivariate Skew Densities, with Application to GARCH Models

Journal of Business and Economic Statistics, 23/3, 346-354, 2005.
Number of pages: 44 Posted: 14 Apr 2005
Luc Bauwens and Sébastien Laurent
Université catholique de Louvain and AMSE
Downloads 463 (107,994)
Citation 2

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Multivariate skew density, multivariate student density, multivariate GARCH models, Value-at-Risk

6.

Dynamic Latent Factor Models for Intensity Processes

CORE Discussion Paper No. 2003/103
Number of pages: 37 Posted: 14 Apr 2005
Luc Bauwens and Nikolaus Hautsch
Université catholique de Louvain and University of Vienna - Department of Statistics and Operations Research
Downloads 417 (122,084)
Citation 18

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Multivariate point process, latent factor, transaction durations, efficient importance sampling

7.

News Announcements, Market Activity and Volatility in the Euro/Dollar Foreign Exchange Market

Downloads 398 (128,843)
Citation 10

News Announcements, Market Activity and Volatility in the Euro/Dollar Foreign Exchange Market

CORE Discussion Paper
Number of pages: 27 Posted: 07 May 2003
Walid Ben Omrane, Luc Bauwens and Pierre Giot
Brock University - Department of Finance, Operations and Information Systems (FOIS), Université catholique de Louvain and Facultés Universitaires Notre-Dame de la Paix (FUNDP)
Downloads 398 (127,694)
Citation 10

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foreign exchange market, volatility, news announcements, high frequency data

News Announcements, Market Activity and Volatility in the Euro/Dollar Foreign Exchange Market

Journal of Internztional Money and Finance, Vol. 24, pp. 1108-1125, 2005
Posted: 21 Feb 2006
Luc Bauwens, Walid Ben Omrane and Pierre Giot
Université catholique de Louvain, Brock University - Department of Finance, Operations and Information Systems (FOIS) and Facultés Universitaires Notre-Dame de la Paix (FUNDP)

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foreign exchange market, volatility, news announcements, high frequency data

8.

Theory and Inference for a Markov Switching GARCH Model

CORE Discussion Paper No. 2007/55
Number of pages: 26 Posted: 06 Sep 2007
Luc Bauwens, Arie Preminger and J. V. K. Rombouts
Université catholique de Louvain, University of Haifa - Department of Economics and HEC Montreal
Downloads 368 (141,025)
Citation 6

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GARCH, Markov-switching, Bayesian inference

9.

Asymmetric Acd Models: Introducing Price Information in Acd Models with a Two State Transition Model

Number of pages: 24 Posted: 08 Apr 2005
Luc Bauwens and Pierre Giot
Université catholique de Louvain and Facultés Universitaires Notre-Dame de la Paix (FUNDP)
Downloads 363 (142,770)

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Duration and transition model, High frequency data, Market microstructure

10.

The Stochastic Conditional Duration Model: A Latent Factor Model for the Analysis of Financial Durations

Journal of Econometrics, Vol. 119, No. 2, pp. 381-412, 2004
Number of pages: 37 Posted: 08 Apr 2005
Luc Bauwens and David Veredas
Université catholique de Louvain and Vlerick Business School
Downloads 356 (145,843)
Citation 13

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Duration, Hazard function, Market microstructure, Latent variable model

11.

A Component GARCH Model With Time Varying Weights

CORE Discussion Paper No. 2007/19
Number of pages: 32 Posted: 16 Aug 2007
Luc Bauwens and Giuseppe Storti
Université catholique de Louvain and CSEF - University of Naples Federico II
Downloads 353 (147,613)
Citation 1

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GARCH, persistence, volatility components, value-at-risk, expected shortfall

12.

The Moments of Log-Acd Models

CORE Discussion Paper
Number of pages: 26 Posted: 25 Feb 2003
Luc Bauwens, Fausto Galli and Pierre Giot
Université catholique de Louvain, Catholic University of Louvain (UCL) - Center for Operations Research and Econometrics (CORE) and Facultés Universitaires Notre-Dame de la Paix (FUNDP)
Downloads 306 (171,382)
Citation 14

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Duration model, overdispersion, autocorrelation function, high frequency financial data

13.

Intra-Daily FX Optimal Portfolio Allocation

CORE Discussion Paper No. 2006/10
Number of pages: 28 Posted: 10 Jul 2006
Luc Bauwens, Walid Ben Omrane and Erick W. Rengifo
Université catholique de Louvain, Brock University - Department of Finance, Operations and Information Systems (FOIS) and Fordham University - Department of Economics - Center for International Policy Studies (CIPS)
Downloads 258 (204,083)
Citation 1

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Optimal portfolio selection, Value-at-Risk, GARCH models, Foreign exchange markets

14.

Econometrics

Handbook of Computational Statistics, Vol. I, pp. 952-979, Forthcoming
Number of pages: 29 Posted: 18 Apr 2005
Luc Bauwens and J. V. K. Rombouts
Université catholique de Louvain and HEC Montreal
Downloads 256 (205,655)

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Numerical integration, simulation, dynamic discrete choice, stochastic volatility, finire mixtures

15.

A Comparison of Financial Duration Models Via Density Forecast

International Journal of Forecasting, Vol. 20, pp. 589-604
Number of pages: 37 Posted: 09 Sep 2005
Luc Bauwens, Joachim Grammig, David Veredas and Pierre Giot
Université catholique de Louvain, University of Tübingen, Vlerick Business School and Facultés Universitaires Notre-Dame de la Paix (FUNDP)
Downloads 232 (226,490)
Citation 8

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Duration processes, transactions data, intra-day financial markets, density forecast evaluation

16.

Econometric Analysis of Intra-Daily Activity on Tokyo Stock Exchange

IMES Discussion Paper No. 2005-E-3
Number of pages: 31 Posted: 14 Apr 2005
Luc Bauwens
Université catholique de Louvain
Downloads 195 (265,902)
Citation 4

Abstract:

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ACD, trade durations, high frequency data, Tokyo Stock Exchange

17.

Art Experts and Auctions: Are Pre-Sale Estimates Unbiased and Fully Informative?

Recherches Economiques de Louvain/Louvain Economic Review, Vol. 66, pp. 131-144, 2000
Number of pages: 14 Posted: 22 Feb 2006
Luc Bauwens and Victor A. Ginsburgh
Université catholique de Louvain and Catholic University of Louvain (UCL) - Center for Operations Research and Econometrics (CORE)
Downloads 175 (292,582)
Citation 1

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auctions, pre-sale price estimate, unbiasedness

18.

Exchange Rate Volatility and the Mixture of Distribution Hypothesis

Downloads 165 (307,708)

Exchange Rate Volatility and the Mixture of Distribution Hypothesis

Number of pages: 31 Posted: 14 Apr 2005
Luc Bauwens, Dagfinn Rime and Genaro Sucarrat
Université catholique de Louvain, BI Norwegian Business School and Catholic University of Louvain (UCL) - Center for Operations Research and Econometrics (CORE)
Downloads 165 (307,741)
Citation 4

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Exchange rate volatility, log-linear analysis, mixture of distribution hypothesis

Exchange Rate Volatility and the Mixture of Distribution Hypothesis

Empirical Economics, Vol. 30, No. 4, pp. 889-911, 2005
Posted: 22 Feb 2006
Luc Bauwens, Dagfinn Rime and Genaro Sucarrat
Université catholique de Louvain, BI Norwegian Business School and Catholic University of Louvain (UCL) - Center for Operations Research and Econometrics (CORE)

Abstract:

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Exchange rate volatility, log-linear analysis, mixture of distribution hypothesis

19.

Marginal Likelihood for Markov-Switching and Change-Point GARCH Models

CIRANO - Scientific Publication No. 2011s-72
Number of pages: 36 Posted: 29 Nov 2011
Luc Bauwens, Arnaud Dufays and J. V. K. Rombouts
Université catholique de Louvain, Université catholique de Louvain, CORE and HEC Montreal
Downloads 159 (319,226)
Citation 19

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Bayesian inference, Simulation, GARCH, Markov-switching model, Change-point model, Marginal likelihood, Particle MCMC

20.

General to Specific Modelling of Exchange Rate Volatility: A Forecast Evaluation

CORE Discussion Paper No. 2006/21
Number of pages: 37 Posted: 03 Aug 2006
Luc Bauwens and Genaro Sucarrat
Université catholique de Louvain and Catholic University of Louvain (UCL) - Center for Operations Research and Econometrics (CORE)
Downloads 145 (342,582)
Citation 4

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Exchange Rate Volatility, General to Specific, Forecasting

21.

Estimation and Empirical Performance of Non-Scalar Dynamic Conditional Correlation Models

Forthcoming in Computational Statistics and Data Analysis
Number of pages: 68 Posted: 11 Mar 2014 Last Revised: 21 Feb 2015
Luc Bauwens, Lyudmila Grigoryeva, Juan-Pablo Ortega and Juan-Pablo Ortega
Université catholique de Louvain, University of Konstanz and Centre National de la Recherche Scientifique (CNRS)Nanyang Technological University
Downloads 143 (346,402)
Citation 1

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multivariate volatility modeling, dynamic conditional correlations (DCC), non-scalar DCC models, constrained optimization, Bregman divergences, Bregman-proximal trust-region method.

22.

Bayesian Clustering of Many GARCH Models

CORE Discussion Paper No. 2003/87
Number of pages: 42 Posted: 14 Apr 2005
Luc Bauwens and J. V. K. Rombouts
Université catholique de Louvain and HEC Montreal
Downloads 142 (348,357)
Citation 6

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Bayesian inference, Clustering, GARCH, Gibbs sampling, Mixtures

23.

The Contribution of Structural Break Models to Forecasting Macroeconomic Series

Number of pages: 35 Posted: 21 Aug 2011 Last Revised: 10 May 2017
Luc Bauwens, Gary Koop, Dimitris Korobilis and J. V. K. Rombouts
Université catholique de Louvain, University of Strathclyde, Glasgow - Strathclyde Business School - Department of Economics, University of Glasgow - Adam Smith Business School and HEC Montreal
Downloads 127 (381,753)
Citation 12

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Forecasting, change-points, Markov switching, Bayesian inference

24.

Bayesian Methods

Number of pages: 20 Posted: 18 Mar 2012
Luc Bauwens and Dimitris Korobilis
Université catholique de Louvain and University of Glasgow - Adam Smith Business School
Downloads 109 (427,494)
Citation 1

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Bayesian inference, dynamic regression model, prior distributions, MCMC methods

25.

Efficient Importance Sampling for ML Estimation of SCD Models

CORE Discussion Paper No. 2007/53
Number of pages: 31 Posted: 30 Aug 2007
Luc Bauwens and Fausto Galli
Université catholique de Louvain and Catholic University of Louvain (UCL) - Center for Operations Research and Econometrics (CORE)
Downloads 106 (433,120)
Citation 2

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stochastic conditional duration, importance sampling

26.

Bayesian Analysis of Dynamic Disequilibrium Models: An Application to the Polish Credit Market

Number of pages: 23 Posted: 14 Apr 2005
Luc Bauwens and Michel Lubrano
Université catholique de Louvain and Ecole des Hautes Etudes en Sciences Sociales (EHESS)
Downloads 103 (442,129)

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Disequilibrium models, Bayesian inference, Gibbs sampler, credit rationing

27.

Bayesian Inference in Dynamic Disequilibrium Models: An Application to the Polish Credit Market

CORE Discussion Paper No. 2006/50
Number of pages: 24 Posted: 22 Aug 2006
Luc Bauwens and Michel Lubrano
Université catholique de Louvain and Ecole des Hautes Etudes en Sciences Sociales (EHESS)
Downloads 102 (445,226)
Citation 3

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Latent variables, disequilibrium models, Bayesian inference, Gibbs sampler, credit rationing

28.

A Comparison of Forecasting Procedures for Macroeconomic Series: The Contribution of Structural Break Models

CIRANO - Scientific Publications No. 2011s-13
Posted: 27 Jan 2011
Luc Bauwens, Gary Koop, Dimitris Korobilis and J. V. K. Rombouts
Université catholique de Louvain, University of Strathclyde, Glasgow - Strathclyde Business School - Department of Economics, University of Glasgow - Adam Smith Business School and HEC Montreal
Downloads 97 (460,500)
Citation 3

Abstract:

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Forecasting, change-points, Markov switching, Bayesian inference

29.

Multivariate Mixed Normal Conditional Heteroskedasticity

CORE Discussion Paper No. 2006/12
Number of pages: 23 Posted: 15 Jul 2006
Luc Bauwens, Christian M. Hafner and J. V. K. Rombouts
Université catholique de Louvain, Catholic University of Louvain - Institute of Statistics and HEC Montreal
Downloads 94 (473,291)
Citation 6

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Multivariate volatility, Finite mixture, EM algorithm, Bayesian inference

30.

Multiplicative Conditional Correlation Models for Realized Covariance Matrices

CORE DISCUSSION PAPER SERIES, 2020
Number of pages: 29 Posted: 25 Feb 2020
Luc Bauwens, Manuela Braione and Giuseppe Storti
Université catholique de Louvain, SOSE and CSEF - University of Naples Federico II
Downloads 82 (511,453)
Citation 3

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31.

A New Approach to Volatility Modeling: The High-Dimensional Markov Model

CRREP working serie 2016-09
Number of pages: 50 Posted: 30 Mar 2018 Last Revised: 25 Apr 2018
Maciej Augustyniak, Arnaud Dufays and Luc Bauwens
University of Montreal - Department of Mathematics and Statistics, EDHEC Business school and Université catholique de Louvain
Downloads 80 (518,993)

Abstract:

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Volatility, Markov-switching, Persistence, Leverage effect

32.

Bayesian Inference for the Mixed Conditional Heteroskedasticity Model

CORE Discussion Paper No. 2005/85
Number of pages: 24 Posted: 24 Feb 2006
Luc Bauwens and J. V. K. Rombouts
Université catholique de Louvain and HEC Montreal
Downloads 78 (526,822)
Citation 1

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Finite mixture, ML estimation, Bayesian inference, Value at Risk.

33.

Forecasting a Long Memory Process Subject to Structural Breaks

CAFE Research Paper No. 13.01
Number of pages: 37 Posted: 20 Aug 2013 Last Revised: 26 Aug 2013
Cindy S.H. Wang, Luc Bauwens and Cheng Hsiao
Catholic University of Louvain (UCL)Peking University, HSBC Business School, Université catholique de Louvain and University of Southern California - Department of Economics
Downloads 76 (534,788)
Citation 2

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forecasting, long memory process, structural break, HAR model

34.

Modeling the Dependence of Conditional Correlations on Market Volatility

Journal of Business and Economic Statistics, 34/2, 254-268, 2016
Number of pages: 38 Posted: 09 May 2017
Luc Bauwens and Edoardo Otranto
Université catholique de Louvain and University of Messina
Downloads 66 (577,446)

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Dynamic conditional correlations, Markov switching, Minimum variance portfolio, Model confidence set, Forecasting

35.

Multivariate Volatility Modeling of Electricity Futures

Journal of Applied Econometrics, 28/5, 743-761, 2013
Number of pages: 24 Posted: 09 May 2017
Luc Bauwens, Christian M. Hafner and Diane Pierret
Université catholique de Louvain, Catholic University of Louvain - Institute of Statistics and Universite du Luxembourg - Luxembourg School of Finance
Downloads 63 (591,141)
Citation 2

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Multivariate GARCH, dynamic correlations, multiplicative model, forecasting, electricity futures

36.

A Dynamic Component Model for Forecasting High-Dimensional Realized Covariance Matrices

Econometrics and Statistics, 1, 40-61, 2017
Number of pages: 24 Posted: 09 May 2017
Luc Bauwens, Manuela Braione and Giuseppe Storti
Université catholique de Louvain, SOSE and CSEF - University of Naples Federico II
Downloads 52 (648,016)
Citation 3

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Realized covariance, dynamic component models, multi-step forecasting, iterative algorithm

37.

A Bayesian Method of Change-Point Estimation with Recurrent Regimes: Application to GARCH Models

Number of pages: 41 Posted: 09 May 2017
Luc Bauwens, Bruno De Backer and Arnaud Dufays
Université catholique de Louvain, National Bank of Belgium and Université catholique de Louvain, CORE
Downloads 51 (653,554)
Citation 6

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Bayesian Inference, MCMC, Structural Breaks, Recurrent Regimes, Marginal Likelihood, GARCH, Forecasting

38.

Autoregressive Moving Average Infinite Hidden Markov-Switching Models

Number of pages: 47 Posted: 09 May 2017 Last Revised: 11 May 2017
Luc Bauwens, Jean-Francois Carpantier and Arnaud Dufays
Université catholique de Louvain, Universite du Luxembourg and Université catholique de Louvain, CORE
Downloads 49 (664,828)
Citation 7

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ARMA, Bayesian inference, Dirichlet process, Forecasting

39.

We Modeled Long Memory with Just One Lag!

Number of pages: 36 Posted: 15 May 2023
Luc Bauwens, Guillaume Chevillon and Sébastien Laurent
Université catholique de Louvain, ESSEC Business School and AMSE
Downloads 44 (695,399)
Citation 1

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Bayesian estimation, Ridge regression, Vector autoregressive model, Forecasting.

40.

Forecasting Comparison of Long Term Component Dynamic Models for Realized Covariance Matrices

Annales d'Economie et de Statistique, 123-124,103-134, December, 2016
Number of pages: 33 Posted: 10 May 2017
Luc Bauwens, Manuela Braione and Giuseppe Storti
Université catholique de Louvain, SOSE and CSEF - University of Naples Federico II
Downloads 43 (701,667)
Citation 2

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realized covariance, component dynamic models, MIDAS, minimum variance portfolio, Model Confidence Set, Value-at-Risk

41.

On Marginal Likelihood Computation in Change-Point Models

Computational Statistics and Data Analysis, 56, 3415-3429, 2012
Number of pages: 35 Posted: 09 May 2017
Luc Bauwens and J. V. K. Rombouts
Université catholique de Louvain and HEC Montreal
Downloads 32 (779,846)
Citation 3

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Bayesian inference, BIC, change-point model, structural break, marginal likelihood

42.

Supplementary Appendix to 'Modeling the Dependence of Conditional Correlations on Market Volatility'

Number of pages: 16 Posted: 10 May 2017
Luc Bauwens and Edoardo Otranto
Université catholique de Louvain and University of Messina
Downloads 29 (803,644)

Abstract:

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Dynamic conditional correlations, Markov switching, Minimum variance portfolio, Model confidence set, Forecasting

43.

Multivariate Volatility Modeling of Electricity Futures: Online Appendix

Number of pages: 6 Posted: 10 May 2017
Luc Bauwens, Christian M. Hafner and Diane Pierret
Université catholique de Louvain, Catholic University of Louvain - Institute of Statistics and Universite du Luxembourg - Luxembourg School of Finance
Downloads 28 (811,812)
Citation 1

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Multivariate GARCH, dynamic correlations, multiplicative model, forecasting, electricity futures

44.

Supplementary Appendix to Autoregressive Moving Average Infinite Hidden Markov-Switching Models

Number of pages: 17 Posted: 11 May 2017
Luc Bauwens, Jean-Francois Carpantier and Arnaud Dufays
Université catholique de Louvain, Universite du Luxembourg and Université catholique de Louvain, CORE
Downloads 23 (863,901)

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45.

The Resistible Decline of European Science

CEPR Discussion Paper No. DP6625
Number of pages: 27 Posted: 05 Jun 2008
Luc Bauwens, Giordano Mion and Jacques-François Thisse
Université catholique de Louvain, University of Sussex - Department of Economics and Catholic University of Louvain (UCL)
Downloads 5 (1,021,650)
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Abstract:

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Citations, knowledge economics, research performance, university governance

46.

Stochastic Conditional Intensity Processes

Journal of Financial Econometrics, Vol. 4, Issue 3, pp. 450-493, 2006
Posted: 29 Feb 2008
Nikolaus Hautsch and Luc Bauwens
University of Vienna - Department of Statistics and Operations Research and Université catholique de Louvain

Abstract:

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conditional intensity function, efficient importance sampling, multivariate point processes, parameter-driven and observation-driven models, price intensities

47.

Adaptive Radial-Based Direction Sampling: Some Flexible and Robust Monte Carlo Integration Methods

Posted: 14 Apr 2005
Luc Bauwens, Charles S. Bos, H. K. van Dijk and R.D. van Oest
Université catholique de Louvain, VU University Amsterdam, Tinbergen Institute and Erasmus University Rotterdam (EUR) - Erasmus School of Economics (ESE)

Abstract:

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Markov chain Monte Carlo, importance sampling, radial coordinates

48.

Bayesian Option Pricing Using Asymmetric GARCH Models

Posted: 14 Apr 2005
Luc Bauwens and Michel Lubrano
Université catholique de Louvain and Ecole des Hautes Etudes en Sciences Sociales (EHESS)

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Bayesian inference, GARCH, Option pricing, simulation

49.

Ranking Economics Departments in Europe: A Statistical Approach

Journal of the European Economic Association, Vol. 1, No. 6, pp. 1367-1401
Posted: 08 Apr 2005
Luc Bauwens, Michel Lubrano, Alan Kirman and Camelia Protopopescu
Université catholique de Louvain, Ecole des Hautes Etudes en Sciences Sociales (EHESS), GREQAM and University of Angers - French Institute of Health and Medical Research (INSERM)

Abstract:

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Ranking economics departments, journal ranking

50.

Bayesian Inference on GARCH Models Using the Gibbs Sampler

Posted: 06 Apr 1999
Luc Bauwens and Michel Lubrano
Université catholique de Louvain and Ecole des Hautes Etudes en Sciences Sociales (EHESS)

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Bayesian inference, GARCH, Gibbs sampler, Monte Carlo, Option pricing.

Other Papers (1)

Total Downloads: 28
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1.

Technical Appendix to 'The Contribution of Structural Break Models to Forecasting Macroeconomic Series'

Number of pages: 42 Posted: 21 Aug 2011 Last Revised: 10 May 2017
Luc Bauwens, Gary Koop, Dimitris Korobilis and J. V. K. Rombouts
Université catholique de Louvain, University of Strathclyde, Glasgow - Strathclyde Business School - Department of Economics, University of Glasgow - Adam Smith Business School and HEC Montreal
Downloads 28

Abstract:

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Forecasting, Structural Breaks, Change Points, Markov Switching, Bayesian Inference