메뉴 건너뛰기




Volumn 28, Issue 5, 2011, Pages 16-25

Statistical modeling of high-frequency financial data

Author keywords

[No Author keywords available]

Indexed keywords

COMMERCE; CORRELATION THEORY; COSTS; STATISTICAL METHODS;

EID: 85032750932     PISSN: 10535888     EISSN: None     Source Type: Journal    
DOI: 10.1109/MSP.2011.941548     Document Type: Article
Times cited : (112)

References (58)
  • 1
    • 84882461255 scopus 로고    scopus 로고
    • How markets slowly digest changes in supply and demand
    • T. Hens and K. Schenk-Hoppe, Eds. New York: Elsevier
    • J.-P. Bouchaud, D. Farmer, and F. Lillo, "How markets slowly digest changes in supply and demand," in Handbook of Financial Markets: Dynamics and Evolution, T. Hens and K. Schenk-Hoppe, Eds. New York: Elsevier, 2008, pp. 57-130.
    • (2008) Handbook of Financial Markets: Dynamics and Evolution , pp. 57-130
    • Bouchaud, J.-P.1    Farmer, D.2    Lillo, F.3
  • 3
    • 85008814948 scopus 로고    scopus 로고
    • Statistical properties of stock order books: Empirical results and models
    • J.-P. Bouchaud, M. Mézard, and M. Potters, "Statistical properties of stock order books: Empirical results and models," Quant. Finance, vol. 2, no. 4, pp. 251-256, 2002.
    • (2002) Quant. Finance , vol.2 , Issue.4 , pp. 251-256
    • Bouchaud, J.-P.1    Mézard, M.2    Potters, M.3
  • 4
    • 0348222509 scopus 로고    scopus 로고
    • Statistical theory of the continuous double auction
    • DOI 10.1088/1469-7688/3/6/307, PII S1469768803554021
    • E. Smith, J. D. Farmer, L. Gillemot, and S. Krishnamurthy, "Statistical theory of the continuous double auction," Quant. Finance, vol. 3, no. 6, pp. 481-514, 2003. (Pubitemid 38059170)
    • (2003) Quantitative Finance , vol.3 , Issue.6 , pp. 481-514
    • Smith, E.1    Farmer, J.D.2    Gillemot, L.3    Krishnamurthy, S.4
  • 5
    • 11344278911 scopus 로고    scopus 로고
    • What really causes large price changes?
    • DOI 10.1080/14697680400008627
    • J. D. Farmer, L. Gillemot, F. Lillo, S. Mike, and A. Sen, "What really causes large price changes?," Quant. Finance, vol. 4, pp. 383-397, Aug. 2004. (Pubitemid 40076494)
    • (2004) Quantitative Finance , vol.4 , Issue.4 , pp. 383-397
    • Farmer, J.D.1    Gillemot, L.2    Lillo, F.3    Mike, S.4    Sen, A.5
  • 6
    • 17544382343 scopus 로고    scopus 로고
    • Market microstructure: A survey of microfoundations, empirical results, and policy implications
    • DOI 10.1016/j.finmar.2004.11.001, PII S1386418104000382
    • B. Bia is, L. Glosten, and C. Spatt, "Market microstructure: A survey of microfoundations, empirical results and policy implications," J. Financial Markets, vol. 8, no. 2, pp. 217-264, 2005. (Pubitemid 40553644)
    • (2005) Journal of Financial Markets , vol.8 , Issue.2 , pp. 217-264
    • Biais, B.1    Glosten, L.2    Spatt, C.3
  • 7
    • 0032336023 scopus 로고    scopus 로고
    • Price dynamics in limit order markets
    • C. Par lour, "Price dynamics in limit order markets," Rev. Financial Stud., vol. 11, no. 4, pp. 789-816, 1998.
    • (1998) Rev. Financial Stud. , vol.11 , Issue.4 , pp. 789-816
    • Parlour, C.1
  • 8
    • 21644449599 scopus 로고    scopus 로고
    • Limit order book as a market for liquidity
    • DOI 10.1093/rfs/hhi029
    • T. Fou cault, O. Kadan, and E. Kandel, "Limit order book as a market for liquidity," Rev. Financial Stud., vol. 18, no. 4, pp. 1171-1217, 2005. (Pubitemid 41539625)
    • (2005) Review of Financial Studies , vol.18 , Issue.4 , pp. 1171-1217
    • Foucault, T.1    Kadan, O.2    Kandel, E.3
  • 9
    • 84993613651 scopus 로고
    • Is the limit order book inevitable?
    • L. Glo sten, "Is the limit order book inevitable?," J. Finance, vol. 49, no. 4, pp. 1127-1161, 1994.
    • (1994) J. Finance , vol.49 , Issue.4 , pp. 1127-1161
    • Glosten, L.1
  • 10
    • 0000859303 scopus 로고
    • Continuous auctions and insider trading
    • Nov.
    • A. Kyl e, "Continuous auctions and insider trading," Econometrica, vol. 53, no. 6, pp. 1315-1335, Nov. 1985.
    • (1985) Econometrica , vol.53 , Issue.6 , pp. 1315-1335
    • Kyle, A.1
  • 11
    • 71949126766 scopus 로고    scopus 로고
    • A dynamic model of the limit order book
    • I. Ros u, "A dynamic model of the limit order book," Rev. Financial Stud., vol. 22, no. 11, pp. 4601-4641, 2009.
    • (2009) Rev. Financial Stud. , vol.22 , Issue.11 , pp. 4601-4641
    • Rosu, I.1
  • 12
    • 41549159813 scopus 로고    scopus 로고
    • High-frequency trading in a limit order book
    • M. Ave llaneda and S. Stoikov, "High-frequency trading in a limit order book," Quant. Finance, vol. 8, no. 3, pp. 217-224, 2008.
    • (2008) Quant. Finance , vol.8 , Issue.3 , pp. 217-224
    • Avellaneda, M.1    Stoikov, S.2
  • 13
    • 0344354031 scopus 로고    scopus 로고
    • Optimal execution of portfolio transactions
    • R. Alm gren and N. Chriss, "Optimal execution of portfolio transactions," J. Risk, vol. 3, no. 2, pp. 5-39, 2000.
    • (2000) J. Risk , vol.3 , Issue.2 , pp. 5-39
    • Almgren, R.1    Chriss, N.2
  • 14
    • 0002267373 scopus 로고    scopus 로고
    • Optimal control of execution costs
    • PII S1386418197000128
    • D. Ber tsimas and A. Lo, "Optimal control of execution costs," J. Financial Markets, vol. 1, no. 1, pp. 1-50, 1998. (Pubitemid 128338713)
    • (1998) Journal of Financial Markets , vol.1 , Issue.1 , pp. 1-50
    • Bertsimas, D.1    Lo, A.W.2
  • 15
    • 33947179645 scopus 로고    scopus 로고
    • Optimal trading strategy and supply/demand dynamics
    • Cambridge, MA: MIT
    • A. Obi zhaeva and J. Wang, "Optimal trading strategy and supply/demand dynamics," Working Paper, Cambridge, MA: MIT, 2006.
    • (2006) Working Paper
    • Obizhaeva, A.1    Wang, J.2
  • 16
    • 75849149693 scopus 로고    scopus 로고
    • Optimal execution strategies in limit order books with general shape function
    • A. Alf onsi, A. Schied, and A. Schulz, "Optimal execution strategies in limit order books with general shape function," Quant. Finance, vol. 10, no. 2, pp. 143-157, 2010.
    • (2010) Quant. Finance , vol.10 , Issue.2 , pp. 143-157
    • Alfonsi, A.1    Schied, A.2    Schulz, A.3
  • 18
    • 84856457137 scopus 로고    scopus 로고
    • The flash crash: The impact of high frequency trading on an electronic market
    • A. Kir ilenko, A. Kyle, M. Samadi, and T. Tuzun, "The flash crash: The impact of high frequency trading on an electronic market," SSRN Working Paper, 2010.
    • (2010) SSRN Working Paper
    • Kirilenko, A.1    Kyle, A.2    Samadi, M.3    Tuzun, T.4
  • 20
    • 85008848771 scopus 로고    scopus 로고
    • Empirical properties of asset returns: Stylized facts and statistical issues
    • R. Con t, "Empirical properties of asset returns: Stylized facts and statistical issues," Quant. Finance, vol. 1, no. 2, pp. 223-236, 2001.
    • (2001) Quant. Finance , vol.1 , Issue.2 , pp. 223-236
    • Cont, R.1
  • 21
    • 0001905231 scopus 로고    scopus 로고
    • The econometrics of ultra-high frequency data
    • R. F. Engle, "The econometrics of ultra-high frequency data," Econometrica, vol. 68, no. 1, pp. 1-22, 2000.
    • (2000) Econometrica , vol.68 , Issue.1 , pp. 1-22
    • Engle, R.F.1
  • 23
    • 0000373457 scopus 로고    scopus 로고
    • Autoregressive conditional duration: A new model for irregularly spaced transaction data
    • R. Eng le and J. Russell, "Autoregressive conditional duration: A new model for irregularly spaced transaction data," Econometrica, vol. 66, no. 5, pp. 1127-1162, 1998. (Pubitemid 128467219)
    • (1998) Econometrica , vol.66 , Issue.5 , pp. 1127-1162
    • Engle, R.F.1    Russell, J.R.2
  • 24
    • 0040637356 scopus 로고    scopus 로고
    • GARCH for irregularly spaced financial data: The ACD-GARCH model
    • E. Ghy sels and J. Jasiak, "GARCH for irregularly spaced financial data: The ACD-GARCH model," Stud. Nonlinear Dynamics Econometrics, vol. 2, no. 4, pp. 133-149, 1998.
    • (1998) Stud. Nonlinear Dynamics Econometrics , vol.2 , Issue.4 , pp. 133-149
    • Ghysels, E.1    Jasiak, J.2
  • 25
    • 79956347891 scopus 로고    scopus 로고
    • Modelling financial high frequency data using point processes
    • T. G. Andersen, R. A. Davis, J.-P. Kreiß, and T. Mikosch, Eds. Berlin: Springer-Verlag
    • L. Bau wens and N. Hautsch, "Modelling financial high frequency data using point processes," in Handbook of Financial Time Series, T. G. Andersen, R. A. Davis, J.-P. Kreiß, and T. Mikosch, Eds. Berlin: Springer-Verlag, 2009, pp. 953-979.
    • (2009) Handbook of Financial Time Series , pp. 953-979
    • Bauwens, L.1    Hautsch, N.2
  • 26
    • 84977730741 scopus 로고
    • Inferring trade direction from intraday data
    • C. Lee and M. Ready, "Inferring trade direction from intraday data," J. Finance, vol. 46, no. 2, pp. 733-746, 1991.
    • (1991) J. Finance , vol.46 , Issue.2 , pp. 733-746
    • Lee, C.1    Ready, M.2
  • 27
    • 84856733893 scopus 로고    scopus 로고
    • The price impact of order book events
    • New York: Columbia Univ.
    • R. Con t, A. Kukanov, and S. Stoikov, "The price impact of order book events," Working Paper, New York: Columbia Univ., 2010.
    • (2010) Working Paper
    • Cont, R.1    Kukanov, A.2    Stoikov, S.3
  • 28
    • 77953582022 scopus 로고    scopus 로고
    • A stochastic model for order book dynamics
    • R. Con t, S. Stoikov, and R. Talreja, "A stochastic model for order book dynamics," Oper. Res., vol. 58, no. 3, pp. 549-563, 2010.
    • (2010) Oper. Res. , vol.58 , Issue.3 , pp. 549-563
    • Cont, R.1    Stoikov, S.2    Talreja, R.3
  • 29
    • 12344287195 scopus 로고    scopus 로고
    • The information content of the limit order book: Evidence from NYSE specialist trading decisions
    • DOI 10.1016/j.finmar.2004.07.001, PII S1386418104000242
    • L. E. Harris and V. Panchapagesan, "The information content of the limit order book: Evidence from NYSE specialist trading decisions," J. Financial Markets, vol. 8, no. 1, pp. 25-67, Feb. 2005. (Pubitemid 40131219)
    • (2005) Journal of Financial Markets , vol.8 , Issue.1 , pp. 25-67
    • Harris, L.E.1    Panchapagesan, V.2
  • 30
    • 0033175553 scopus 로고    scopus 로고
    • Intra-day market activity
    • Aug.
    • C. Gou rieroux, J. Jasiak, and G. L. Fol, "Intra-day market activity," J. Financial Markets, vol. 2, no. 3, pp. 193-226, Aug. 1999.
    • (1999) J. Financial Markets , vol.2 , Issue.3 , pp. 193-226
    • Gourieroux, C.1    Jasiak, J.2    Fol, G.L.3
  • 31
    • 7444225369 scopus 로고    scopus 로고
    • Empirical analysis of limit order markets
    • B. Hol lifield, R. A. Miller, and P. Sandas, "Empirical analysis of limit order markets," Rev. Econ. Stud., vol. 71, no. 4, pp. 1027-1063, Oct. 2004. (Pubitemid 39444077)
    • (2004) Review of Economic Studies , vol.71 , Issue.4 , pp. 1027-1063
    • Hollifield, B.1    Miller, R.A.2    Sandas, P.3
  • 32
    • 85032764765 scopus 로고    scopus 로고
    • Pro-rata matching in one-tick markets
    • Center for Financial Studies, Frankfurt, Germany: Goeth-Universität
    • J. Lar ge and J. Field, "Pro-rata matching in one-tick markets," Oxford Man Inst., Working Paper, 2008-40, Center for Financial Studies, Frankfurt, Germany: Goeth-Universität.
    • Oxford Man Inst. Working Paper 2008-40
    • Large, J.1    Field, J.2
  • 33
    • 0000298398 scopus 로고
    • Market behavior in a clearing house
    • Nov.
    • H. Men delson, "Market behavior in a clearing house," Econometrica, vol. 50, no. 6, pp. 1505-1524, Nov. 1982.
    • (1982) Econometrica , vol.50 , Issue.6 , pp. 1505-1524
    • Mendelson, H.1
  • 35
    • 80052253943 scopus 로고    scopus 로고
    • A point process model for the highfrequency dynamics of a limit order book
    • New York: Columbia Univ
    • A. And ersen, R. Cont, and E. Vinkovskaya, "A point process model for the highfrequency dynamics of a limit order book," New York: Columbia Univ., Financial Eng. Report 2010-2008, 2010.
    • (2010) Financial Eng. Report 2010-2008
    • Andersen, A.1    Cont, R.2    Vinkovskaya, E.3
  • 36
    • 84862006758 scopus 로고    scopus 로고
    • Clustering of order arrivals, price impact and trade path optimisation
    • Oxford, UK: OCIAM
    • P. Hew lett, "Clustering of order arrivals, price impact and trade path optimisation," Working Paper, Oxford, UK: OCIAM, 2006.
    • (2006) Working Paper
    • Hewlett, P.1
  • 37
    • 84993843493 scopus 로고
    • An empirical analysis of the order flow and order book in the Paris Bourse
    • B. Bia is, P. Hillion, and C. Spatt, "An empirical analysis of the order flow and order book in the Paris Bourse," J. Finance, vol. 50, no. 5, pp. 1655-1689, 1995.
    • (1995) J. Finance , vol.50 , Issue.5 , pp. 1655-1689
    • Biais, B.1    Hillion, P.2    Spatt, C.3
  • 39
    • 85032777098 scopus 로고    scopus 로고
    • Order book dynamics in liquid markets: Heavy traffic approximations and diffusion limits
    • Universite Pierre and Marie Curie, France
    • R. Cont and A. de Larrard, "Order book dynamics in liquid markets: Heavy traffic approximations and diffusion limits," Working Paper, Universite Pierre and Marie Curie, France, 2010.
    • (2010) Working Paper
    • Cont, R.1    De Larrard, A.2
  • 40
    • 21144478130 scopus 로고
    • Brownian models of multiclass queueing networks: Current status and open problems
    • J. M. Harrison and V. Nguyen, "Brownian models of multiclass queueing networks: Current status and open problems," Queueing Syst., vol. 13, no. 1, pp. 5-40, 1993.
    • (1993) Queueing Syst. , vol.13 , Issue.1 , pp. 5-40
    • Harrison, J.M.1    Nguyen, V.2
  • 41
    • 85032772488 scopus 로고    scopus 로고
    • Forecasting prices from level-i quotes in the presence of hidden liquidity
    • M. Ave llaneda, S. Stoikov, and J. Reed, "Forecasting prices from level-i quotes in the presence of hidden liquidity," SSRN Working Paper, 2010.
    • (2010) SSRN Working Paper
    • Avellaneda, M.1    Stoikov, S.2    Reed, J.3
  • 42
    • 84977728940 scopus 로고
    • Measuring the information content of stock trades
    • J. Has brouck, "Measuring the information content of stock trades," J. Finance, vol. 46, no. 1, pp. 179-207, 1991.
    • (1991) J. Finance , vol.46 , Issue.1 , pp. 179-207
    • Hasbrouck, J.1
  • 43
    • 0036187547 scopus 로고    scopus 로고
    • Order flow and exchange rate dynamics
    • DOI 10.1086/324391
    • M. Eva ns and R. Lyons, "Order flow and exchange rate dynamics," J. Political Economy, vol. 110, no. 1, pp. 170-180, 2002. (Pubitemid 34186558)
    • (2002) Journal of Political Economy , vol.110 , Issue.1 , pp. 170-180
    • Evans, M.D.D.1    Lyons, R.K.2
  • 44
    • 3042831202 scopus 로고    scopus 로고
    • A theory of power-law distributions in financial market fluctuations
    • DOI 10.1038/nature01624
    • X. Gab aix, P. Gopikrishnan, V. Plerou, and H. Stanley, "A theory of power-law distributions in financial market fluctuations," Nature, vol. 423, no. 6937, pp. 267-270, 2003. (Pubitemid 40852693)
    • (2003) Nature , vol.423 , Issue.6937 , pp. 267-270
    • Gabaix, X.1    Gopikrishnan, P.2    Plerou, V.3    Stanley, H.E.4
  • 45
    • 0030537136 scopus 로고    scopus 로고
    • The upstairs market for large-block transactions: Analysis and measurement of price effects
    • D. Kei m and A. Madhavan, "The upstairs market for large-block transactions: Analysis and measurement of price effects," Rev. Financ. Stud., vol. 9, no. 1, pp. 1-36, 1996.
    • (1996) Rev. Financ. Stud. , vol.9 , Issue.1 , pp. 1-36
    • Keim, D.1    Madhavan, A.2
  • 46
    • 0012510774 scopus 로고    scopus 로고
    • Market depth and order size
    • Feb.
    • A. Kem pf and O. Korn, "Market depth and order size," J. Financ. Markets, vol. 2, no. 1, pp. 29-48, Feb. 1999.
    • (1999) J. Financ. Markets , vol.2 , Issue.1 , pp. 29-48
    • Kempf, A.1    Korn, O.2
  • 47
    • 85059665588 scopus 로고    scopus 로고
    • The market impact model
    • N. Tor re and M. Ferrari, "The market impact model," BARRA Res. Insights, 1999. [Online]. Available: http://www.mscibarra.com/research/ articles/barra/Market-Impact-Model.pdf
    • (1999) BARRA Res. Insights
    • Torre, N.1    Ferrari, M.2
  • 48
    • 0038576445 scopus 로고    scopus 로고
    • More statistical properties of order books and price impact
    • M. Pot ters and J. P. Bouchaud, "More statistical properties of order books and price impact," Physica A, vol. 324, no. 1, pp. 133-140, 2003.
    • (2003) Physica A , vol.324 , Issue.1 , pp. 133-140
    • Potters, M.1    Bouchaud, J.P.2
  • 50
  • 52
    • 4444276600 scopus 로고    scopus 로고
    • Trades and quotes: A bivariate point process
    • R. F. Engle and A. Lunde, "Trades and quotes: A bivariate point process," J. Financ. Econ., vol. 1, no. 2, pp. 159-188, 2003.
    • (2003) J. Financ. Econ. , vol.1 , Issue.2 , pp. 159-188
    • Engle, R.F.1    Lunde, A.2
  • 53
    • 85032775984 scopus 로고    scopus 로고
    • The price impact of order book events: Market orders, limit orders and cancellations
    • Paris: Capital Fund Management
    • Z. Eis ler, J.-P. Bouchaud, and J. Kockelkoren, "The price impact of order book events: Market orders, limit orders and cancellations," Working Paper, Paris: Capital Fund Management, 2010.
    • (2010) Working Paper
    • Eisler, Z.1    Bouchaud, J.-P.2    Kockelkoren, J.3
  • 54
    • 37649027271 scopus 로고    scopus 로고
    • Quantifying stock-price response to demand fluctuations
    • V Pler ou, P Gopikrishnan, X Gabaix, and H Stanley, "Quantifying stock-price response to demand fluctuations," Phys.Rev. E, vol. 66, no. 2, pp. 027104-1-027104-4, 2002.
    • (2002) Phys.Rev. e , vol.66 , Issue.2 , pp. 0271041-0271044
    • Plerou, V.1    Gopikrishnan, P.2    Gabaix, X.3    Stanley, H.4
  • 55
    • 0032271930 scopus 로고    scopus 로고
    • Towards a unified framework for high and low frequency return volatility modeling
    • T. G. Andersen and T. Bollerslev, "Towards a unified framework for high and low frequency return volatility modeling," Stat. Neerlandica, vol. 52, no. 3, pp. 273-302, 1998. (Pubitemid 128359359)
    • (1998) Statistica Neerlandica , vol.52 , Issue.3 , pp. 273-302
    • Andersen, T.G.1    Bollerslev, T.2
  • 56
    • 0005880209 scopus 로고    scopus 로고
    • Answering the skeptics: Yes, standard volatility models do provide accurate forecasts
    • T.G. A ndersen and T. Bollerslev, "Answering the skeptics: Yes, standard volatility models do provide accurate forecasts," Int. Econ. Rev., vol. 39, no. 4, pp. 885-905, 1998. (Pubitemid 128470723)
    • (1998) International Economic Review , vol.39 , Issue.4 , pp. 885-905
    • Andersen, T.G.1    Bollerslev, T.2
  • 57
    • 27744577669 scopus 로고    scopus 로고
    • Correcting the errors: Volatility forecast evaluation using high-frequency data and realized volatilities
    • T. G. Andersen, T. Bollerslev, and N. Meddahi, "Correcting the errors: Volatility forecast evaluation using high-frequency data and realized volatilities," Econometrica, vol. 73, no. 1, pp. 279-296, 2005. (Pubitemid 41602049)
    • (2005) Econometrica , vol.73 , Issue.1 , pp. 279-296
    • Andersen, T.G.1    Bollerslev, T.2    Meddahi, N.3
  • 58
    • 85032783109 scopus 로고    scopus 로고
    • Linking volatility with order flow: Price dynamics in limit order markets
    • Universite Pierre and Murie Curie
    • R. Cont and A. de Larrard, "Linking volatility with order flow: Price dynamics in limit order markets," Working Paper, Universite Pierre and Murie Curie, 2011.
    • (2011) Working Paper
    • Cont, R.1    De Larrard, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.