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Volumn 37, Issue 9, 2013, Pages 3334-3350

Forecasting liquidity-adjusted intraday Value-at-Risk with vine copulas

Author keywords

Commonality; Liquidity; Liquidity adjusted intraday Value at Risk; Vine copulas

Indexed keywords


EID: 84879385312     PISSN: 03784266     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jbankfin.2013.05.013     Document Type: Article
Times cited : (82)

References (65)
  • 1
    • 77249134143 scopus 로고    scopus 로고
    • Models for construction of multivariate dependence: a comparison study
    • Aas K., Berg D. Models for construction of multivariate dependence: a comparison study. European Journal of Finance 2009, 15:639-659.
    • (2009) European Journal of Finance , vol.15 , pp. 639-659
    • Aas, K.1    Berg, D.2
  • 6
    • 0013068840 scopus 로고    scopus 로고
    • Illiquidity and stock returns: cross-section and time-series effects
    • Amihud Y. Illiquidity and stock returns: cross-section and time-series effects. Journal of Financial Markets 2002, 5:31-56.
    • (2002) Journal of Financial Markets , vol.5 , pp. 31-56
    • Amihud, Y.1
  • 7
    • 0031161196 scopus 로고    scopus 로고
    • Intraday periodicity and volatility persistence in financial markets
    • Andersen T., Bollerslev T. Intraday periodicity and volatility persistence in financial markets. Journal of Empirical Finance 1997, 4:115-158.
    • (1997) Journal of Empirical Finance , vol.4 , pp. 115-158
    • Andersen, T.1    Bollerslev, T.2
  • 8
  • 10
    • 84871531173 scopus 로고    scopus 로고
    • Modeling liquidity risk, with implications for traditional market risk measurement and management
    • Kluwer Academic Publishers, Boston
    • Bangia A., Diebold F.X., Schuermann T., Stroughair J.D. Modeling liquidity risk, with implications for traditional market risk measurement and management. Risk Management: The State of the Art 2002, vol. 8. Kluwer Academic Publishers, Boston.
    • (2002) Risk Management: The State of the Art , vol.8
    • Bangia, A.1    Diebold, F.X.2    Schuermann, T.3    Stroughair, J.D.4
  • 11
    • 0035603369 scopus 로고    scopus 로고
    • Probability density decomposition for conditionally dependent random variables modeled by vines
    • Bedford T., Cooke R.M. Probability density decomposition for conditionally dependent random variables modeled by vines. Annals of Mathematics and Artificial Intelligence 2001, 32:245-268.
    • (2001) Annals of Mathematics and Artificial Intelligence , vol.32 , pp. 245-268
    • Bedford, T.1    Cooke, R.M.2
  • 12
    • 0036392207 scopus 로고    scopus 로고
    • Vines - a new graphical model for dependent random variables
    • Bedford T., Cooke R.M. Vines - a new graphical model for dependent random variables. Annals of Statistics 2002, 30:1031-1068.
    • (2002) Annals of Statistics , vol.30 , pp. 1031-1068
    • Bedford, T.1    Cooke, R.M.2
  • 13
    • 84879388510 scopus 로고    scopus 로고
    • Incorporating Liquidity Risk into Value-at-Risk Models. Working Paper, University of California.
    • Berkowitz, J., 2000. Incorporating Liquidity Risk into Value-at-Risk Models. Working Paper, University of California.
    • (2000)
    • Berkowitz, J.1
  • 14
    • 84945595789 scopus 로고
    • Distribution of residual correlations in autoregressive-integrated moving average time series models
    • Box G.E.P., Pierce D.A. Distribution of residual correlations in autoregressive-integrated moving average time series models. Journal of the American Statistical Association 1970, 65:1509-1526.
    • (1970) Journal of the American Statistical Association , vol.65 , pp. 1509-1526
    • Box, G.E.P.1    Pierce, D.A.2
  • 15
    • 84879390901 scopus 로고    scopus 로고
    • Risk Management with High-Dimensional Vine Copulas: An Analysis of the Euro Stoxx 50. Working Paper, Technische Universität München.
    • Brechmann, E.C., Czado, C., 2011. Risk Management with High-Dimensional Vine Copulas: An Analysis of the Euro Stoxx 50. Working Paper, Technische Universität München.
    • (2011)
    • Brechmann, E.C.1    Czado, C.2
  • 16
    • 0030191751 scopus 로고    scopus 로고
    • Market microstructure and asset pricing: on the compensation for illiquidity in stock returns
    • Brennan M.J., Subrahmanyam A. Market microstructure and asset pricing: on the compensation for illiquidity in stock returns. Journal of Financial Economics 1996, 41:441-464.
    • (1996) Journal of Financial Economics , vol.41 , pp. 441-464
    • Brennan, M.J.1    Subrahmanyam, A.2
  • 17
    • 0346125288 scopus 로고    scopus 로고
    • Dependence structures for multivariate high-frequency data in finance
    • Breymann W., Dias A., Embrechts P. Dependence structures for multivariate high-frequency data in finance. Quantitative Finance 2003, 3:1-14.
    • (2003) Quantitative Finance , vol.3 , pp. 1-14
    • Breymann, W.1    Dias, A.2    Embrechts, P.3
  • 18
    • 34547218405 scopus 로고    scopus 로고
    • Universal residuals: a multivariate transformation
    • Brockwell A. Universal residuals: a multivariate transformation. Statistics and Probability Letters 2007, 77:1473-1478.
    • (2007) Statistics and Probability Letters , vol.77 , pp. 1473-1478
    • Brockwell, A.1
  • 20
    • 21844525728 scopus 로고
    • Market structure and the intraday pattern of bid-ask spreads for NASDAQ securities
    • Chan K.C., Christie W.G., Schultz P.H. Market structure and the intraday pattern of bid-ask spreads for NASDAQ securities. Journal of Business 1995, 68:35-60.
    • (1995) Journal of Business , vol.68 , pp. 35-60
    • Chan, K.C.1    Christie, W.G.2    Schultz, P.H.3
  • 21
    • 70349611093 scopus 로고    scopus 로고
    • Modeling international financial returns with a multivariate regime-switching copula
    • Chollete L., Heinen A., Valdesogo A. Modeling international financial returns with a multivariate regime-switching copula. Journal of Financial Econometrics 2009, 7:437-480.
    • (2009) Journal of Financial Econometrics , vol.7 , pp. 437-480
    • Chollete, L.1    Heinen, A.2    Valdesogo, A.3
  • 26
    • 84855518056 scopus 로고    scopus 로고
    • Corporate bond liquidity before and after the onset of the subprime crisis
    • Dick-Nielsen J., Feldhütter P., Lando D. Corporate bond liquidity before and after the onset of the subprime crisis. Journal of Financial Economics 2012, 103:471-492.
    • (2012) Journal of Financial Economics , vol.103 , pp. 471-492
    • Dick-Nielsen, J.1    Feldhütter, P.2    Lando, D.3
  • 27
    • 70349795960 scopus 로고    scopus 로고
    • Intraday value at risk (IVaR) using tick-by-tick data with application to the Toronto Stock Exchange
    • Dionne G., Duchesne P., Pacurar M. Intraday value at risk (IVaR) using tick-by-tick data with application to the Toronto Stock Exchange. Journal of Empirical Finance 2009, 16:777-792.
    • (2009) Journal of Empirical Finance , vol.16 , pp. 777-792
    • Dionne, G.1    Duchesne, P.2    Pacurar, M.3
  • 28
    • 84879390476 scopus 로고    scopus 로고
    • Selecting and Estimating Regular Vine Copulae and Application to Financial Returns. Working Paper, Technische Universität München.
    • Dißmann, J., Brechmann, E.C., Czado, C., Kurowicka, D., 2012. Selecting and Estimating Regular Vine Copulae and Application to Financial Returns. Working Paper, Technische Universität München.
    • (2012)
    • Dißmann, J.1    Brechmann, E.C.2    Czado, C.3    Kurowicka, D.4
  • 29
    • 84895372431 scopus 로고
    • Double exponential families and their use in generalized linear regression
    • Efron B. Double exponential families and their use in generalized linear regression. Journal of the American Statistical Association 1986, 81:709-721.
    • (1986) Journal of the American Statistical Association , vol.81 , pp. 709-721
    • Efron, B.1
  • 30
    • 0001905231 scopus 로고    scopus 로고
    • The econometrics of ultra-high frequency data
    • Engle R.F. The econometrics of ultra-high frequency data. Econometrica 2000, 68:1-22.
    • (2000) Econometrica , vol.68 , pp. 1-22
    • Engle, R.F.1
  • 31
    • 0000373457 scopus 로고    scopus 로고
    • Autoregressive conditional duration: a new model for irregulary spaced transaction data
    • Engle R.F., Russell J.R. Autoregressive conditional duration: a new model for irregulary spaced transaction data. Econometrica 1998, 66:1127-1162.
    • (1998) Econometrica , vol.66 , pp. 1127-1162
    • Engle, R.F.1    Russell, J.R.2
  • 35
    • 24944537117 scopus 로고    scopus 로고
    • Market risk models for intraday data
    • Giot P. Market risk models for intraday data. European Journal of Finance 2005, 11:309-324.
    • (2005) European Journal of Finance , vol.11 , pp. 309-324
    • Giot, P.1
  • 36
    • 84859199027 scopus 로고    scopus 로고
    • Lokal likelihood density estimation and value at risk. Journal of Probability and Statistics.
    • Gourieroux, C., Jasiak, J., 2010. Lokal likelihood density estimation and value at risk. Journal of Probability and Statistics. doi:10.1155/2010/754851.
    • (2010)
    • Gourieroux, C.1    Jasiak, J.2
  • 37
    • 84879343285 scopus 로고    scopus 로고
    • Predicting Bid-Ask Spreads using Long Memory Autoregressive Conditional Poisson Models. Working Paper, Humboldt-Universität zu Berlin.
    • Groß-Klußmann, A., Hautsch, N., 2011. Predicting Bid-Ask Spreads using Long Memory Autoregressive Conditional Poisson Models. Working Paper, Humboldt-Universität zu Berlin.
    • (2011)
    • Groß-Klußmann, A.1    Hautsch, N.2
  • 38
    • 0000760894 scopus 로고    scopus 로고
    • Common factors in prices, order flows and liquidity
    • Hasbrouck J., Seppi D. Common factors in prices, order flows and liquidity. Journal of Financial Economics 2001, 59:383-411.
    • (2001) Journal of Financial Economics , vol.59 , pp. 383-411
    • Hasbrouck, J.1    Seppi, D.2
  • 39
    • 84879391312 scopus 로고    scopus 로고
    • Modelling Time Series Count Data: An Autoregressive Conditional Poisson Model. Working Paper, University of California.
    • Heinen, A., 2003. Modelling Time Series Count Data: An Autoregressive Conditional Poisson Model. Working Paper, University of California.
    • (2003)
    • Heinen, A.1
  • 40
    • 34547850975 scopus 로고    scopus 로고
    • Multivariate autoregressive modeling of time series count data using copulas
    • Heinen A., Rengifo E. Multivariate autoregressive modeling of time series count data using copulas. Journal of Empirical Finance 2007, 14:564-583.
    • (2007) Journal of Empirical Finance , vol.14 , pp. 564-583
    • Heinen, A.1    Rengifo, E.2
  • 41
    • 84879341865 scopus 로고    scopus 로고
    • Asymmetric CAPM Dependence for Large Dimensions: The Canonical Vine Autoregressive Model. Working Paper, Université catholique de Louvain, Center for Operations Research and Econometrics.
    • Heinen, A., Valdesogo, A., 2008. Asymmetric CAPM Dependence for Large Dimensions: The Canonical Vine Autoregressive Model. Working Paper, Université catholique de Louvain, Center for Operations Research and Econometrics.
    • (2008)
    • Heinen, A.1    Valdesogo, A.2
  • 42
    • 84879374798 scopus 로고    scopus 로고
    • Integrating Liquidity Risk in a Parametric Intraday VaR Framework. Working Paper, Université de Perpignan.van
    • Heude, A.F., Wynendaele, P. van, 2001. Integrating Liquidity Risk in a Parametric Intraday VaR Framework. Working Paper, Université de Perpignan.
    • (2001)
    • Heude, A.F.1    Wynendaele, P.2
  • 43
    • 77249111771 scopus 로고    scopus 로고
    • On the simplified pair-copula construction - simply useful or too simplistic?
    • Hobæk Haff I., Aas K., Frigessi A. On the simplified pair-copula construction - simply useful or too simplistic?. Journal of Multivariate Analysis 2010, 101(5):1296-1310.
    • (2010) Journal of Multivariate Analysis , vol.101 , Issue.5 , pp. 1296-1310
    • Hobæk Haff, I.1    Aas, K.2    Frigessi, A.3
  • 44
    • 84878135288 scopus 로고    scopus 로고
    • Parameter estimation for pair-copula constructions
    • Hobæk Haff I. Parameter estimation for pair-copula constructions. Bernoulli 2013, 19(2):462-491.
    • (2013) Bernoulli , vol.19 , Issue.2 , pp. 462-491
    • Hobæk Haff, I.1
  • 46
    • 0041611622 scopus 로고    scopus 로고
    • Families of m-variate distributions with given margins and m(m-1)/2 bi-variate dependence parameters
    • Institute of Mathematical Statistics, Hayward, L. Rüschendorf, B. Schweizer, M.D. Taylor (Eds.)
    • Joe H. Families of m-variate distributions with given margins and m(m-1)/2 bi-variate dependence parameters. Distributions with Fixed Marginals and Related Topics 1996, Institute of Mathematical Statistics, Hayward. L. Rüschendorf, B. Schweizer, M.D. Taylor (Eds.).
    • (1996) Distributions with Fixed Marginals and Related Topics
    • Joe, H.1
  • 49
    • 0000859303 scopus 로고
    • Continuous auctions and insider trading
    • Kyle A.S. Continuous auctions and insider trading. Econometrica 1985, 53:1315-1335.
    • (1985) Econometrica , vol.53 , pp. 1315-1335
    • Kyle, A.S.1
  • 50
    • 84879384276 scopus 로고    scopus 로고
    • Using Intraday Data for Estimation of Multivariate Dependence. Working Paper, University of Konstanz and University of Manchester.
    • Li, L., Poon, S.-H., 2011. Using Intraday Data for Estimation of Multivariate Dependence. Working Paper, University of Konstanz and University of Manchester.
    • (2011)
    • Li, L.1    Poon, S.-H.2
  • 51
    • 33751007244 scopus 로고    scopus 로고
    • A liquidity-augmented capital asset pricing model
    • Liu W. A liquidity-augmented capital asset pricing model. Journal of Financial Economics 2006, 82:631-671.
    • (2006) Journal of Financial Economics , vol.82 , pp. 631-671
    • Liu, W.1
  • 52
    • 0017846358 scopus 로고
    • On a measure of lack of fit in time series models
    • Ljung G.M., Box G.E.P. On a measure of lack of fit in time series models. Biometrika 1978, 65:297-303.
    • (1978) Biometrika , vol.65 , pp. 297-303
    • Ljung, G.M.1    Box, G.E.P.2
  • 53
    • 0002525307 scopus 로고
    • Is the international correlation of equity returns constant: 1960-1990?
    • Longin F., Solnik B. Is the international correlation of equity returns constant: 1960-1990?. Journal of International Money and Finance 1995, 14:3-26.
    • (1995) Journal of International Money and Finance , vol.14 , pp. 3-26
    • Longin, F.1    Solnik, B.2
  • 55
    • 67649652030 scopus 로고    scopus 로고
    • Discrete variate time series
    • McKenzie E. Discrete variate time series. Handbook of Statistics 2003, 21:573-606.
    • (2003) Handbook of Statistics , vol.21 , pp. 573-606
    • McKenzie, E.1
  • 56
    • 77952090851 scopus 로고    scopus 로고
    • Bayesian inference for multivariate copulas using pair-copula constructions
    • Min A., Czado A. Bayesian inference for multivariate copulas using pair-copula constructions. Journal of Financial Econometrics 2010, 8:511-546.
    • (2010) Journal of Financial Econometrics , vol.8 , pp. 511-546
    • Min, A.1    Czado, A.2
  • 57
    • 79956274259 scopus 로고    scopus 로고
    • Bayesian model selection for D-vine pair-copula constructions
    • Min A., Czado A. Bayesian model selection for D-vine pair-copula constructions. Canadian Journal of Statistics 2011, 39:239-258.
    • (2011) Canadian Journal of Statistics , vol.39 , pp. 239-258
    • Min, A.1    Czado, A.2
  • 58
    • 84862007826 scopus 로고    scopus 로고
    • Vine copulas with asymmetric tail dependence and applications to financial return data
    • Nikoloulopoulos A., Joe H., Li H. Vine copulas with asymmetric tail dependence and applications to financial return data. Computational Statistics and Data Analysis 2012, 56:3659-3673.
    • (2012) Computational Statistics and Data Analysis , vol.56 , pp. 3659-3673
    • Nikoloulopoulos, A.1    Joe, H.2    Li, H.3
  • 59
    • 37849023531 scopus 로고    scopus 로고
    • Modeling a multivariate transaction process
    • Nolte I. Modeling a multivariate transaction process. Journal of Financial Econometrics 2008, 6:143-170.
    • (2008) Journal of Financial Econometrics , vol.6 , pp. 143-170
    • Nolte, I.1
  • 60
    • 84879340295 scopus 로고    scopus 로고
    • Liquidity Adjusted Intraday Value at Risk. Working Paper, University of Essex.
    • Qi, J., Ng, W.L., 2009. Liquidity Adjusted Intraday Value at Risk. Working Paper, University of Essex.
    • (2009)
    • Qi, J.1    Ng, W.L.2
  • 61
    • 84879329741 scopus 로고    scopus 로고
    • BIN Models for Trade-by-Trade Data. Modeling the Number of Trades in a Fixed Interval of Time. Working Paper, Nuffield College.
    • Rydberg, T.H., Shephard, N., 1999. BIN Models for Trade-by-Trade Data. Modeling the Number of Trades in a Fixed Interval of Time. Working Paper, Nuffield College.
    • (1999)
    • Rydberg, T.H.1    Shephard, N.2
  • 62
    • 33645958547 scopus 로고    scopus 로고
    • Momentum and post-earnings-announcement drift anomalies: the role of liquidity risk
    • Sadka R. Momentum and post-earnings-announcement drift anomalies: the role of liquidity risk. Journal of Financial Economics 2006, 80:35-55.
    • (2006) Journal of Financial Economics , vol.80 , pp. 35-55
    • Sadka, R.1
  • 64
    • 84977426528 scopus 로고
    • The supply of dealer services in securities markets
    • Stoll H. The supply of dealer services in securities markets. Journal of Finance 1978, 33:1133-1151.
    • (1978) Journal of Finance , vol.33 , pp. 1133-1151
    • Stoll, H.1
  • 65
    • 3142579298 scopus 로고    scopus 로고
    • Sampling from Archimedean copulas
    • Whelan N. Sampling from Archimedean copulas. Quantitative Finance 2004, 4:339-352.
    • (2004) Quantitative Finance , vol.4 , pp. 339-352
    • Whelan, N.1


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