Monica Billio

Ca Foscari University of Venice - Dipartimento di Economia

Professor of Econometrics

Cannaregio 873

Venice, 30121

Italy

http://www.unive.it/persone/billio

  • Ca Foscari University of Venice - Dipartimento di Economia

SCHOLARLY PAPERS

50

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117

Scholarly Papers (50)

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1.

Econometric Measures of Connectedness and Systemic Risk in the Finance and Insurance Sectors

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 21, MIT Sloan Research Paper No. 4774-10, AFA 2011 Denver Meetings Paper, CAREFIN Research Paper No. 12/2010
Number of pages: 57 Posted: 23 Nov 2011 Last Revised: 25 Apr 2012
Monica Billio, Andrew W. Lo, Mila Getmansky Sherman and Loriana Pelizzon
Ca Foscari University of Venice - Dipartimento di Economia, Massachusetts Institute of Technology (MIT) - Sloan School of Management, University of Massachusetts at Amherst - Eugene M. Isenberg School of Management - Department of Finance and Goethe University Frankfurt - Faculty of Economics and Business Administration
Downloads 4,996 (1,551)
Citation 54

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Systemic Risk, Financial Institutions, Liquidity, Financial Crises

2.

Crises and Hedge Fund Risk

Downloads 3,164 ( 3,477)
Citation 15

Crises and Hedge Fund Risk

UMASS-Amherst Working Paper, Yale ICF Working Paper No. 07-14, University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 10-08
Number of pages: 61 Posted: 20 May 2008 Last Revised: 25 Apr 2012
Monica Billio, Mila Getmansky Sherman and Loriana Pelizzon
Ca Foscari University of Venice - Dipartimento di Economia, University of Massachusetts at Amherst - Eugene M. Isenberg School of Management - Department of Finance and Goethe University Frankfurt - Faculty of Economics and Business Administration
Downloads 3,164 (3,404)
Citation 20

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Hedge Fund, Risk Management, Financial Crisis

3.

Modeling Systemic Risk with Markov Switching Graphical SUR Models

WBS Finance Group Research Paper No. 227
Number of pages: 49 Posted: 14 Dec 2014 Last Revised: 26 Dec 2019
Daniele Bianchi, Monica Billio, Roberto Casarin and Massimo Guidolin
School of Economics and Finance, Queen Mary University of London, Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics and Bocconi University - Department of Finance
Downloads 793 (31,166)
Citation 8

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Markov Regime-Switching, Weighted Eigenvector Centrality, Graphical Models, MCMC, Systemic Risk, Network Connectivity

4.

A Generalized Dynamic Conditional Correlation Model for Portfolio Risk Evaluation

University Ca' Foscari of Venice Economics Research Paper No. 53/06
Number of pages: 21 Posted: 30 Nov 2006
Monica Billio and Massimiliano Caporin
Ca Foscari University of Venice - Dipartimento di Economia and University of Padua - Department of Statistical Sciences
Downloads 472 (61,548)
Citation 9

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Dynamic correlations, Block-structures, Flexible correlation models

5.

The European Single Currency and the Volatility of European Stock Markets

EFMA 2002 London Meetings; EFA 2002 Berlin Meetings Discussion Paper; GRETA Associati Venezia Working Paper No. 0102
Number of pages: 39 Posted: 26 Feb 2002
Monica Billio and Loriana Pelizzon
Ca Foscari University of Venice - Dipartimento di Economia and Goethe University Frankfurt - Faculty of Economics and Business Administration
Downloads 330 (93,714)
Citation 2

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Stock market volatility, Euro, Switching Regime Models.

6.

Bayesian Graphical Models for Structural Vector Autoregressive Processes

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 36/WP/2012
Number of pages: 41 Posted: 11 Jan 2013 Last Revised: 30 Sep 2014
Daniel Felix Ahelegbey, Monica Billio and Roberto Casarin
Boston University - Department of Mathematics and Statistics, Ca Foscari University of Venice - Dipartimento di Economia and University Ca' Foscari of Venice - Department of Economics
Downloads 309 (100,753)
Citation 3

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Bayesian Graphical Models, Granger Causality, Markov Chain Monte Carlo, Structural VAR, Vector Autoregression

7.

The Impact of Network Connectivity on Factor Exposures, Asset Pricing and Portfolio Diversification

SAFE Working Paper No. 166
Number of pages: 63 Posted: 13 Feb 2017
Monica Billio, Massimiliano Caporin, Roberto Panzica and Loriana Pelizzon
Ca Foscari University of Venice - Dipartimento di Economia, University of Padua - Department of Statistical Sciences, Joint Research Center of the European Commission and Goethe University Frankfurt - Faculty of Economics and Business Administration
Downloads 288 (108,760)
Citation 5

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CAPM, volatility, network, interconnections, systematic risk

8.

Hedge Fund Tail Risk: An Investigation in Stressed Markets, Extended Version with Appendix

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 01/WP/2016
Number of pages: 39 Posted: 22 Jan 2016 Last Revised: 14 Nov 2016
Monica Billio, Lorenzo Frattarolo and Loriana Pelizzon
Ca Foscari University of Venice - Dipartimento di Economia, Ca Foscari University of Venice - Dipartimento di Economia and Goethe University Frankfurt - Faculty of Economics and Business Administration
Downloads 264 (119,170)
Citation 1

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Hedge funds, Tail risk, Diversification, Marginal risk contribution

9.

Networks in Risk Spillovers: A Multivariate GARCH Perspective

Downloads 257 (122,642)
Citation 3

Networks in Risk Spillovers: A Multivariate GARCH Perspective

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. No. 03/WP/ 2016
Number of pages: 52 Posted: 04 Mar 2016
Monica Billio, Massimiliano Caporin, Lorenzo Frattarolo and Loriana Pelizzon
Ca Foscari University of Venice - Dipartimento di Economia, University of Padua - Department of Statistical Sciences, Ca Foscari University of Venice - Dipartimento di Economia and Goethe University Frankfurt - Faculty of Economics and Business Administration
Downloads 171 (180,360)
Citation 4

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spatial GARCH, network, risk spillover, financial spillover

Networks in Risk Spillovers: A Multivariate GARCH Perspective

SAFE Working Paper No. 225
Number of pages: 86 Posted: 27 Aug 2018 Last Revised: 28 Aug 2018
Monica Billio, Massimiliano Caporin, Lorenzo Frattarolo and Loriana Pelizzon
Ca Foscari University of Venice - Dipartimento di Economia, University of Padua - Department of Statistical Sciences, Ca Foscari University of Venice - Dipartimento di Economia and Goethe University Frankfurt - Faculty of Economics and Business Administration
Downloads 86 (303,426)
Citation 2

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spatial GARCH; network; risk spillover; financial spillover

10.

Granger-Causality in Markov Switching Models

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 20/WP/2006
Number of pages: 20 Posted: 28 Nov 2006
Monica Billio and Silvio Di Sanzo
Ca Foscari University of Venice - Dipartimento di Economia and Universidad de Alicante
Downloads 255 (123,682)
Citation 4

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Granger Causality, Markov Chains, Switching Models

11.

Market Linkages, Variance Spillovers and Correlation Stability: Empirical Evidences of Financial Contagion

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 18-07
Number of pages: 103 Posted: 09 Oct 2007
Monica Billio and Massimiliano Caporin
Ca Foscari University of Venice - Dipartimento di Economia and University of Padua - Department of Statistical Sciences
Downloads 184 (168,978)
Citation 1

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Financial market contagion, Market linkages, Variance spillovers, Dynamic correlations, Rolling correlations, Transformed correlations

12.

Measuring Financial Integration: Lessons from the Correlation

University Ca' Foscari of Venice, Dept. of Economics Working Paper Series No. 23/WP/2015
Number of pages: 41 Posted: 13 Jul 2015
Monica Billio, Antonio Paradiso, Michael Donadelli and Max Riedel
Ca Foscari University of Venice - Dipartimento di Economia, Ca Foscari University of Venice - Dipartimento di Economia, Leibniz Institute for Financial Research SAFE and Leibniz Institute for Financial Research SAFE
Downloads 182 (170,670)

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Equity market integration, dynamic correlation, principal components, RER volatility

13.

Interactions between Eurozone and US Booms and Busts: A Bayesian Panel Markov-Switching VAR Model

Downloads 171 (180,322)
Citation 4

Interactions between Eurozone and US Booms and Busts: A Bayesian Panel Markov-Switching VAR Model

Tinbergen Institute Discussion Paper 13-142/III
Number of pages: 61 Posted: 16 Sep 2013 Last Revised: 07 Nov 2014
Monica Billio, Roberto Casarin, Francesco Ravazzolo and H. K. van Dijk
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics, Free University of Bozen-Bolzano - Faculty of Economics and Management and Tinbergen Institute
Downloads 96 (282,696)
Citation 5

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Bayesian Modelling, Panel VAR, Markov-switching, International Business Cycles, Interaction Mechanism

Interactions between Eurozone and US Booms and Busts: A Bayesian Panel Markov-Switching VAR Model

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 17/WP/2013
Number of pages: 50 Posted: 05 Sep 2013
Monica Billio, Roberto Casarin, Francesco Ravazzolo and H. K. van Dijk
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics, Free University of Bozen-Bolzano - Faculty of Economics and Management and Tinbergen Institute
Downloads 39 (451,022)
Citation 4

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Bayesian Model, Panel VAR, Markov-switching, International Business Cycles, Interaction mechanisms

Interactions between Eurozone and US Booms and Busts: A Bayesian Panel Markov-Switching VAR Model

Norges Bank Working Paper 20
Number of pages: 49 Posted: 12 Nov 2013
Monica Billio, Roberto Casarin, Francesco Ravazzolo and H. K. van Dijk
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics, Free University of Bozen-Bolzano - Faculty of Economics and Management and Tinbergen Institute
Downloads 36 (464,536)
Citation 4

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Bayesian Model, Panel VAR, Markov-switching, International Business Cycles, Interaction mechanisms

14.

An Entropy-Based Early Warning Indicator for Systemic Risk

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 09/WP/2015
Number of pages: 35 Posted: 11 May 2015
Monica Billio, Roberto Casarin, Michele Costola and Andrea Pasqualini
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics, Leibniz Institute for Financial Research SAFE and Independent
Downloads 170 (181,251)

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Entropy, systemic risk measures, early warning indicators, aggregation

15.

CDS Industrial Sector Indices, Credit and Liquidity Risk

Ca’ Foscari University of Venice Working Paper No. 09/WP/2012
Number of pages: 26 Posted: 10 Jul 2012
Monica Billio, Massimiliano Caporin, Loriana Pelizzon and Domenico Sartore
Ca Foscari University of Venice - Dipartimento di Economia, University of Padua - Department of Statistical Sciences, Goethe University Frankfurt - Faculty of Economics and Business Administration and Ca Foscari University of Venice - Dipartimento di Economia
Downloads 167 (184,031)
Citation 2

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credit risk, common factors, liquidity risk

16.

Time-Varying Combinations of Predictive Densities Using Nonlinear Filtering

Tinbergen Institute Discussion Paper 12-118/III
Number of pages: 54 Posted: 08 Nov 2012
Monica Billio, Roberto Casarin, Francesco Ravazzolo and H. K. van Dijk
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics, Free University of Bozen-Bolzano - Faculty of Economics and Management and Tinbergen Institute
Downloads 157 (193,924)
Citation 26

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Density Forecast Combination, Survey Forecast, Bayesian Filtering, Sequential Monte Carlo

17.

Econometric Measures of Systemic Risk in the Finance and Insurance Sectors

NBER Working Paper No. w16223
Number of pages: 58 Posted: 26 Jul 2010
Monica Billio, Mila Getmansky Sherman, Andrew W. Lo and Loriana Pelizzon
Ca Foscari University of Venice - Dipartimento di Economia, University of Massachusetts at Amherst - Eugene M. Isenberg School of Management - Department of Finance, Massachusetts Institute of Technology (MIT) - Sloan School of Management and Goethe University Frankfurt - Faculty of Economics and Business Administration
Downloads 145 (207,219)

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18.

Sparse Graphical Vector Autoregression: A Bayesian Approach

Downloads 140 (213,191)
Citation 2

Sparse Graphical Vector Autoregression: A Bayesian Approach

Number of pages: 27 Posted: 23 Dec 2014 Last Revised: 10 Sep 2016
Daniel Felix Ahelegbey, Monica Billio and Roberto Casarin
Boston University - Department of Mathematics and Statistics, Ca Foscari University of Venice - Dipartimento di Economia and University Ca' Foscari of Venice - Department of Economics
Downloads 89 (296,857)
Citation 1

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Large VAR, Model Selection, Prior Distribution, Sparse Graphical Models

Sparse Graphical Vector Autoregression: A Bayesian Approach

Annals of Economics and Statistics, No. 123/124, December 2016, University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 24/WP/2014
Number of pages: 30 Posted: 27 Mar 2015 Last Revised: 10 Mar 2019
Daniel Felix Ahelegbey, Monica Billio and Roberto Casarin
Boston University - Department of Mathematics and Statistics, Ca Foscari University of Venice - Dipartimento di Economia and University Ca' Foscari of Venice - Department of Economics
Downloads 51 (403,201)
Citation 1

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High-dimensional Models, Large Vector Autoregression, Model Selection, Prior Distribution, Sparse Graphical Models

19.

Markov Switching GARCH Models for Bayesian Hedging on Energy Futures Markets

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 07/WP/2014
Number of pages: 31 Posted: 10 Jun 2014
Monica Billio, Roberto Casarin and Ayokunle Anthony Osuntuyi
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics and Ca Foscari University of Venice
Downloads 127 (230,245)

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Energy futures, GARCH, Hedge ratio, Markov-switching

20.

Bayesian Inference on Dynamic Models with Latent Factors

University Ca' Foscari of Venice, Department of Economics Research Paper No. 34/07
Number of pages: 22 Posted: 28 Jan 2008
Monica Billio, Roberto Casarin and Domenico Sartore
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics and Ca Foscari University of Venice - Dipartimento di Economia
Downloads 123 (235,878)
Citation 2

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Bayesian Dynamic Models, Simulation Based Inference, Particle Filters, Latent Factors, Business Cycle

21.

Dating EU15 Monthly Business Cycle Jointly Using GDP and IPI

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 19-07
Number of pages: 32 Posted: 09 Oct 2007
Monica Billio, Massimiliano Caporin and Guido Cazzavillan
Ca Foscari University of Venice - Dipartimento di Economia, University of Padua - Department of Statistical Sciences and Ca Foscari University of Venice - Dipartimento di Economia
Downloads 123 (235,878)

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Business cycle, Chronology, Historical reconstruction, Monthly GDP

22.

Portfolio Symmetry and Momentum

University Ca' Foscari of Venice, Dept. of Economics Research Paper No. 05/WP/2009
Number of pages: 23 Posted: 01 Mar 2009 Last Revised: 25 Apr 2012
Monica Billio, Ludovic Calès and Dominique Guegan
Ca Foscari University of Venice - Dipartimento di Economia, Joint Research Center of the European Commission and Ecole Normale Superieure de Cachan
Downloads 122 (237,280)
Citation 1

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Graph Theory, Momentum, Dynamic Portfolio, Quantum Probability, Spectral Analysis

23.

Clustering in Dynamic Causal Networks as a Measure of Systemic Risk on the Euro Zone

CES Working Paper 2016.46
Number of pages: 30 Posted: 31 Oct 2016 Last Revised: 28 Nov 2016
Monica Billio, Lorenzo Frattarolo, Hayette Gatfaoui and Philippe de Peretti
Ca Foscari University of Venice - Dipartimento di Economia, Ca Foscari University of Venice - Dipartimento di Economia, IESEG School of Management (Paris campus) and Université Paris I Panthéon-Sorbonne - Centre d'Economie de la Sorbonne (CES)
Downloads 111 (254,225)
Citation 2

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Causal Network, Topology, Custering, Flickering, Desynchronisation, Phase transitions

24.

Bayesian Combinations of Stock Price Predictions with an Application to the Amsterdam Exchange Index

Tinbergen Institute Discussion Paper No. 2011-082/4
Number of pages: 18 Posted: 24 May 2011
Monica Billio, Roberto Casarin, Francesco Ravazzolo and H. K. van Dijk
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics, Free University of Bozen-Bolzano - Faculty of Economics and Management and Tinbergen Institute
Downloads 111 (254,225)
Citation 2

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Density forecast combination, stock data

25.

Which Market Integration Measure?

SAFE Working Paper No. 159, Forthcoming, Journal of Banking and Finance
Number of pages: 62 Posted: 13 Dec 2016
Monica Billio, Michael Donadelli, Antonio Paradiso and Max Riedel
Ca Foscari University of Venice - Dipartimento di Economia, Leibniz Institute for Financial Research SAFE, Ca Foscari University of Venice - Dipartimento di Economia and Leibniz Institute for Financial Research SAFE
Downloads 106 (262,496)

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Equity market integration, dynamic correlation, principal components, international diversification benefits

26.

Combination Schemes for Turning Point Predictions

Downloads 104 (265,954)
Citation 5

Combination Schemes for Turning Point Predictions

Tinbergen Institute Discussion Paper No. 11-123/4
Number of pages: 23 Posted: 22 Aug 2011
Monica Billio, Roberto Casarin, Francesco Ravazzolo and H. K. van Dijk
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics, Free University of Bozen-Bolzano - Faculty of Economics and Management and Tinbergen Institute
Downloads 51 (403,201)
Citation 1

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turning points, Markov-switching, forecast combination, Bayesian model averaging

Combination Schemes for Turning Point Predictions

Norges Bank Working Paper 2012/04
Number of pages: 32 Posted: 07 May 2013
Monica Billio, Roberto Casarin, Francesco Ravazzolo and H. K. van Dijk
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics, Free University of Bozen-Bolzano - Faculty of Economics and Management and Tinbergen Institute
Downloads 28 (505,646)
Citation 4

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Turning Points, Markov-switching, Forecast Combination, Bayesian Model Averaging

Combination Schemes for Turning Point Predictions

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 15/WP/2012
Number of pages: 31 Posted: 28 Jul 2012
Monica Billio, Roberto Casarin, Francesco Ravazzolo and H. K. van Dijk
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics, Free University of Bozen-Bolzano - Faculty of Economics and Management and Tinbergen Institute
Downloads 25 (523,773)

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C11, C15, C53, E37

27.

A Cross-Sectional Performance Measure for Portfolio Management

CES Working Paper No. 2010-70
Number of pages: 32 Posted: 09 May 2012
Monica Billio, Ludovic Calès and Dominique Guegan
Ca Foscari University of Venice - Dipartimento di Economia, Joint Research Center of the European Commission and Université Paris I Panthéon-Sorbonne
Downloads 102 (269,531)

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Performance Measure, Portfolio Management, Relative-Value Strategy, Large Portfolios, Absolute Return Strategy, Multivariate Statistics, Generalized Hyperbolic Distribution

28.

Portfolio Performance Measure and a New Generalized Utility-Based N-Moment Measure

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 22
Number of pages: 34 Posted: 11 Nov 2013
Monica Billio, Gregory Mathieu Jannin, Bertrand B. Maillet and Loriana Pelizzon
Ca Foscari University of Venice - Dipartimento di Economia, University Paris-1 Panthéon-Sorbonne, EMLyon Business School (Paris Campus) and Goethe University Frankfurt - Faculty of Economics and Business Administration
Downloads 90 (292,448)

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Utility Function, Performance Measures, Agents’ Preferences, Portfolio Ranking

29.

Bayesian Nonparametric Sparse Seemingly Unrelated Regression Model (SUR)

Number of pages: 38 Posted: 01 Sep 2016 Last Revised: 31 Jul 2017
Monica Billio, Roberto Casarin and Luca Rossini
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics and VU University Amsterdam - Department of Econometrics
Downloads 85 (303,074)
Citation 1

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Bayesian nonparametrics; Bayesian model selection; Shrinkage; Large vector autoregression; Network representation; Connectedness

30.

Growth-Cycle Phases in China's Provinces: A Panel Markov-Switching Approach

University Ca' Foscari of Venice, Dept. of Economics Working Paper Series No. 19/WP/2014
Number of pages: 47 Posted: 09 Dec 2014
Komla Mawulom Agudze, Monica Billio, Roberto Casarin and Eric Girardin
Independent, Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics and University Aix-Marseille 2 - GREQAM
Downloads 85 (303,074)

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Bayesian inference, China’s provinces, growth-cycles, multivariate-synchronization, panel Markov-switching

31.

Cross-Sectional Analysis Through Rank-Based Dynamic Portfolios

CES Working Paper No. 2012-36
Number of pages: 28 Posted: 04 Jun 2012
Monica Billio, Ludovic Calès and Dominique Guegan
Ca Foscari University of Venice - Dipartimento di Economia, Joint Research Center of the European Commission and Université Paris I Panthéon-Sorbonne
Downloads 79 (316,723)

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finance, continuous time random walk, cross-section analysis, rank-based models, momentum

32.

Combining Predictive Densities Using Bayesian Filtering with Applications to US Economic Data

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 16/WP/2012
Number of pages: 40 Posted: 28 Jul 2012 Last Revised: 03 Oct 2012
Monica Billio, Roberto Casarin, Francesco Ravazzolo and H. K. van Dijk
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics, Free University of Bozen-Bolzano - Faculty of Economics and Management and Tinbergen Institute
Downloads 78 (319,076)

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Density Forecast Combination, Survey Forecast, Bayesian Filtering, Sequential Monte Carlo

33.

Combining Predictive Densities Using Bayesian Filtering with Applications to US Economics Data

Norges Bank Working Paper No. 2010/29
Number of pages: 41 Posted: 09 Jan 2011
Monica Billio, Roberto Casarin, Francesco Ravazzolo and H. K. van Dijk
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics, Free University of Bozen-Bolzano - Faculty of Economics and Management and Tinbergen Institute
Downloads 77 (321,461)
Citation 2

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Density Forecast Combination, Survey Forecast, Bayesian Filtering, Sequential Monte Carlo

34.

Backward/Forward Optimal Combination of Performance Measures for Equity Screening

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 13
Number of pages: 31 Posted: 29 Jul 2012
Monica Billio, Massimiliano Caporin and Michele Costola
Ca Foscari University of Venice - Dipartimento di Economia, University of Padua - Department of Statistical Sciences and Leibniz Institute for Financial Research SAFE
Downloads 71 (336,598)
Citation 2

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performance measures, combining performance measures, portfolio

35.

Bayesian Dynamic Tensor Regression

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 13/WP/2018
Number of pages: 64 Posted: 08 Jun 2018
Monica Billio, Roberto Casarin, Sylvia Kaufmann and Matteo Iacopini
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics, Independent and Scuola Normale Superiore
Downloads 70 (339,297)
Citation 1

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Tensor calculus, tensor decomposition, Bayesian statistics, hierarchical prior, networks, autoregessive model, time series, international trade

36.

Efficient Gibbs Sampling for Markov Switching GARCH Models

Number of pages: 40 Posted: 11 Jan 2013
Monica Billio, Roberto Casarin and Ayokunle Anthony Osuntuyi
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics and Ca Foscari University of Venice
Downloads 67 (347,443)
Citation 2

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Bayesian inference, GARCH, Markov switching, Multiple-Try Metropolis

37.

Dynamical Interaction between Financial and Business Cycles

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 24/WP/2014
Number of pages: 49 Posted: 18 Oct 2017
Monica Billio and Anna Petronevich
Ca Foscari University of Venice - Dipartimento di Economia and Ca Foscari University of Venice, Department of Economics, Students
Downloads 62 (364,610)

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Business Cycle, Financial Cycle, Granger causality, Regime-switching models, Dynamic Factor Models, Dynamical interaction

38.

Markov Switching Models for Volatility: Filtering, Approximation and Duality

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 24
Number of pages: 25 Posted: 11 Nov 2013
Monica Billio and Maddalena Cavicchioli
Ca Foscari University of Venice - Dipartimento di Economia and Advanced School of Economics in Venice
Downloads 62 (361,614)

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Markov Switching, MS-GARCH model, MS-SV model, estimation, auxiliary model, Kalman Filter

39.

Backard/Forward Optimal Combination of Performance Measures for Equity Screening

Number of pages: 31 Posted: 12 Jul 2012
Monica Billio, Massimiliano Caporin and Michele Costola
Ca Foscari University of Venice - Dipartimento di Economia, University of Padua - Department of Statistical Sciences and Leibniz Institute for Financial Research SAFE
Downloads 61 (364,610)

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performance measures, combining performance measures, portfolio allocation, equity screening, differential evolution

40.

Bayesian Markov Switching Tensor Regression For Time-Varying Networks

University Ca' Foscari of Venice, Dept. of Economics Research Paper Series No. 14/WP/2018
Number of pages: 63 Posted: 08 Jun 2018
Monica Billio, Roberto Casarin and Matteo Iacopini
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics and Scuola Normale Superiore
Downloads 47 (410,354)

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Tensor calculus, tensor decomposition, latent variables, Bayesian statistics, hierarchical prior, networks, zero-inflated model, time series, financial networks

41.

Combining Predictive Densities Using Nonlinear Filtering with Applications to US Economics Data

Tinbergen Institute Discussion Paper No. 11-172/4
Number of pages: 55 Posted: 05 Dec 2011
Monica Billio, Roberto Casarin, Francesco Ravazzolo and H. K. van Dijk
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics, Free University of Bozen-Bolzano - Faculty of Economics and Management and Tinbergen Institute
Downloads 41 (433,100)
Citation 4

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density forecast combination, survey forecast, nonlinear filtering, sequential Monte Carlo

42.

Interconnections between Eurozone and US Booms and Busts Using a Bayesian Panel Markov-Switching VAR Mode

Tinbergen Institute Discussion Paper 15-111/III
Number of pages: 63 Posted: 15 Sep 2015 Last Revised: 23 Sep 2015
Monica Billio, Roberto Casarin, Francesco Ravazzolo and H. K. van Dijk
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics, Free University of Bozen-Bolzano - Faculty of Economics and Management and Tinbergen Institute
Downloads 37 (449,720)
Citation 2

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Bayesian Modelling, Panel VAR, Markov-switching, International Business Cycles, Interaction mechanisms

43.

Credit Scoring in SME Asset-Backed Securities: An Italian Case Study

SAFE Working Paper No. 262 (2019)
Number of pages: 38 Posted: 22 Oct 2019
Andrea Bedin, Monica Billio, Michele Costola and Loriana Pelizzon
Goethe University Frankfurt, Ca Foscari University of Venice - Dipartimento di Economia, Leibniz Institute for Financial Research SAFE and Goethe University Frankfurt - Faculty of Economics and Business Administration
Downloads 23 (519,734)

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credit scoring; probability of default; small and medium enterprises; assetbacked securities

44.

Buildings' Energy Efficiency and the Probability of Mortgage Default: The Dutch Case

SAFE Working Paper No. 261 (2019)
Number of pages: 38 Posted: 18 Oct 2019
Monica Billio, Michele Costola, Loriana Pelizzon and Max Riedel
Ca Foscari University of Venice - Dipartimento di Economia, Leibniz Institute for Financial Research SAFE, Goethe University Frankfurt - Faculty of Economics and Business Administration and Leibniz Institute for Financial Research SAFE
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Mortgages, Energy Efficiency, Credit Risk

45.

A System for Dating and Detecting Turning Points in the Euro Area

Manchester School, Vol. 76, Issue 5, pp. 549-577, September 2008
Number of pages: 29 Posted: 18 Aug 2008
Jacques Anas, Monica Billio, Laurent Ferrara and Gian Luigi Mazzi
affiliation not provided to SSRN, Ca Foscari University of Venice - Dipartimento di Economia, Banque de France and Eurostat
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46.

Non-Parametric Analysis of Hedge Fund Returns: New Insights from High Frequency Data

Journal of Alternative Investments (forthcoming), https://doi.org/10.3905/JAI.2009.12.1.021
Posted: 22 May 2019
Monica Billio, Mila Getmansky Sherman and Loriana Pelizzon
Ca Foscari University of Venice - Dipartimento di Economia, University of Massachusetts at Amherst - Eugene M. Isenberg School of Management - Department of Finance and Goethe University Frankfurt - Faculty of Economics and Business Administration

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Hedge Funds, Risk Management, High frequency data

47.

Business Cycle and Markov Switching Models with Distributed Lags: A Comparison between US and Euro Area

Rivista Italiana degli Economisti, Vol. 2, August 2014
Posted: 31 Jul 2014
Monica Billio and Maddalena Cavicchioli
Ca Foscari University of Venice - Dipartimento di Economia and Advanced School of Economics in Venice

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Time Series, VARMA Models, Markov Chains, Changes in Regime, Regime Number, Business Cycle Models

48.

Kernel-Based Indirect Inference

Journal of Financial Econometrics, Vol. 1, No. 3, pp. 297-326, 2003
Posted: 29 Feb 2008
Monica Billio and Alain Monfort
Ca Foscari University of Venice - Dipartimento di Economia and National Institute of Statistics and Economic Studies (INSEE) - Center for Research in Economics and Statistics (CREST)

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binding functions, dynamic latent variable models, factor GARCH models, indirect inference, nonparametric kernel estimation

49.

Investment Styles in the European Equity Market

ADVANCES IN QUANTITATIVE ASSET MANAGEMENT, C. Dunis, ed., Kluwer Academic Press, 2000
Posted: 21 Jan 2005
Monica Billio, Roberto Casarin, Claire Mehu and Domenico Sartore
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics, CDC and Ca Foscari University of Venice - Dipartimento di Economia

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Investment style, style analysis, European equity market

50.

Bayesian Inference in Dynamic Models with Latent Factors

Monography of Official Statistics, Forthcoming
Posted: 21 Jan 2005
Monica Billio, Roberto Casarin and Domenico Sartore
Ca Foscari University of Venice - Dipartimento di Economia, University Ca' Foscari of Venice - Department of Economics and Ca Foscari University of Venice - Dipartimento di Economia

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Bayesian dynamic models, simulation based inference, particle filters, latent factors, business cycle

Other Papers (1)

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1.

Contagion Detection with Switching Regime Models: A Short and Long Run Analysis

Number of pages: 26 Posted: 05 Mar 2005
Monica Billio, Marco Lo Duca and Loriana Pelizzon
Ca Foscari University of Venice - Dipartimento di Economia, European Central Bank (ECB) and Goethe University Frankfurt - Faculty of Economics and Business Administration
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Contagion, stock market crises, international financial markets, financial integration, Markov switching models, long run analysis