메뉴 건너뛰기




Volumn 30, Issue 4, 2006, Pages 795-825

Modelling financial transaction price movements: A dynamic integer count data model

Author keywords

Autoregressive conditional multinomial model; Count data; Financial transaction prices; GLARMA; Market microstructure effects

Indexed keywords

EMPIRICAL ANALYSIS; FINANCIAL SERVICES; MODELING;

EID: 31044442137     PISSN: 03777332     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00181-005-0001-1     Document Type: Article
Times cited : (33)

References (34)
  • 1
    • 0009232225 scopus 로고    scopus 로고
    • Return volatility and trading volume: An information flow interpretation of stochastic volatility
    • 169-204
    • Andersen TG (1996) Return volatility and trading volume: An information flow interpretation of stochastic volatility. J Financ 51:169-204, 169-231
    • (1996) J Financ , vol.51 , pp. 169-231
    • Andersen, T.G.1
  • 2
    • 84977710127 scopus 로고
    • Estimation bias induced by discrete security prices
    • Ball C (1988) Estimation bias induced by discrete security prices. J Financ 43:841-865
    • (1988) J Financ , vol.43 , pp. 841-865
    • Ball, C.1
  • 3
    • 0242286148 scopus 로고    scopus 로고
    • Asymmetric ACD models: Introducing price information in ACD models with a two-state transition model
    • 10.1007/s00181-003-0155-7
    • Bauwens L, Giot P (2003) Asymmetric ACD models: Introducing price information in ACD models with a two-state transition model. Empir Econ 28:709-731 10.1007/s00181-003-0155-7
    • (2003) Empir Econ , vol.28 , pp. 709-731
    • Bauwens, L.1    Giot, P.2
  • 5
    • 0000803669 scopus 로고
    • Bid-ask spreads and volatility in the foreign exchange market - An empirical analysis
    • 10.1016/0022-1996(94)90008-6
    • Bollerslev T, Melvin M (1994) Bid-ask spreads and volatility in the foreign exchange market - an empirical analysis. J Int Econ 36:355-372 10.1016/0022-1996(94)90008-6
    • (1994) J Int Econ , vol.36 , pp. 355-372
    • Bollerslev, T.1    Melvin, M.2
  • 8
    • 84977707290 scopus 로고
    • Estimating the volatility of discrete stock prices
    • Cho DC, Frees EW (1988) Estimating the volatility of discrete stock prices. J Financ 43:451-466
    • (1988) J Financ , vol.43 , pp. 451-466
    • Cho, D.C.1    Frees, E.W.2
  • 9
    • 0000346734 scopus 로고
    • A subordinated stochastic process model with finite variance for speculative prices
    • Clark PK (1973) A subordinated stochastic process model with finite variance for speculative prices. Econometrica 41:135-155
    • (1973) Econometrica , vol.41 , pp. 135-155
    • Clark, P.K.1
  • 10
    • 0002837834 scopus 로고
    • Statistical analysis of time series: Some recent developments
    • Cox D (1981) Statistical analysis of time series: Some recent developments. Scand J Statist 8:93-115
    • (1981) Scand J Statist , vol.8 , pp. 93-115
    • Cox, D.1
  • 11
    • 3843066519 scopus 로고    scopus 로고
    • Observation driven models for poisson counts
    • 10.1093/biomet/90.4.777
    • Davis R, Dunsmuir W, Streett S (2003) Observation driven models for poisson counts. Biometrika 90:777-790 10.1093/biomet/90.4.777
    • (2003) Biometrika , vol.90 , pp. 777-790
    • Davis, R.1    Dunsmuir, W.2    Streett, S.3
  • 12
    • 7044235252 scopus 로고    scopus 로고
    • Constraints on concordance measures in bivariate discrete data
    • 10.1016/j.jmva.2004.01.004
    • Denuit M, Lambert P (2005) Constraints on concordance measures in bivariate discrete data. J Multivar Anal 93:40-57 10.1016/ j.jmva.2004.01.004
    • (2005) J Multivar Anal , vol.93 , pp. 40-57
    • Denuit, M.1    Lambert, P.2
  • 13
    • 0001675669 scopus 로고
    • Constraints on short-selling and asset price adjustment to private information
    • 10.1016/0304-405X(87)90042-0
    • Diamond DW, Verrecchia RE (1987) Constraints on short-selling and asset price adjustment to private information. J Financ Econ 18:277-311 10.1016/0304-405X(87)90042-0
    • (1987) J Financ Econ , vol.18 , pp. 277-311
    • Diamond, D.W.1    Verrecchia, R.E.2
  • 14
    • 0347623647 scopus 로고    scopus 로고
    • Evaluating density forecasts, with applications to financial risk management
    • Diebold FX, Gunther TA, Tay AS (1998) Evaluating density forecasts, with applications to financial risk management. Int Econ Rev 39:863-883
    • (1998) Int Econ Rev , vol.39 , pp. 863-883
    • Diebold, F.X.1    Gunther, T.A.2    Tay, A.S.3
  • 15
    • 0010940821 scopus 로고
    • Price, trade size, and information in securities markets
    • 10.1016/0304-405X(87)90029-8
    • Easley D, O'Hara M (1987) Price, trade size, and information in securities markets. J Financ Econ 19:69-90 10.1016/0304-405X(87)90029-8
    • (1987) J Financ Econ , vol.19 , pp. 69-90
    • Easley, D.1    O'Hara, M.2
  • 16
    • 84977716725 scopus 로고
    • Time and the process of security price adjustment
    • Easley D, O'Hara M (1992) Time and the process of security price adjustment. J Financ 47:577-607
    • (1992) J Financ , vol.47 , pp. 577-607
    • Easley, D.1    O'Hara, M.2
  • 17
    • 0001905231 scopus 로고    scopus 로고
    • The econometrics of ultra-high-frequency data
    • 10.1111/1468-0262.00091
    • Engle R (2000) The econometrics of ultra-high-frequency data. Econometrica 68(1):1-22 10.1111/1468-0262.00091
    • (2000) Econometrica , vol.68 , Issue.1 , pp. 21-22
    • Engle, R.1
  • 18
    • 84971936205 scopus 로고
    • Estimation of stock variances and serial covariances from discrete observations
    • Harris L (1990) Estimation of stock variances and serial covariances from discrete observations. J Financ Quant Anal 25:291-306
    • (1990) J Financ Quant Anal , vol.25 , pp. 291-306
    • Harris, L.1
  • 19
    • 0011476183 scopus 로고
    • An ordered probit analysis of transaction stock prices
    • 10.1016/0304-405X(92)90038-Y
    • Hausman JA, Lo AW, MacKinlay AC (1992) An ordered probit analysis of transaction stock prices. J Financ Econ 31:319-379 10.1016/ 0304-405X(92)90038-Y
    • (1992) J Financ Econ , vol.31 , pp. 319-379
    • Hausman, J.A.1    Lo, A.W.2    MacKinlay, A.C.3
  • 20
    • 3843096938 scopus 로고    scopus 로고
    • Estimating time series models for count data using efficient importance sampling
    • 10.1007/s10182-001-8176-z
    • Jung R, Liesenfeld R (2001) Estimating time series models for count data using efficient importance sampling. Allg Stat Arch 85:387-407 10.1007/ s10182-001-8176-z
    • (2001) Allg Stat Arch , vol.85 , pp. 387-407
    • Jung, R.1    Liesenfeld, R.2
  • 21
    • 0032354179 scopus 로고    scopus 로고
    • Dynamic bivariate mixture models: Modelling the behavior of prices and trading volume
    • Liesenfeld R (1998) Dynamic bivariate mixture models: Modelling the behavior of prices and trading volume. J Bus Econ Stat 16:101-109
    • (1998) J Bus Econ Stat , vol.16 , pp. 101-109
    • Liesenfeld, R.1
  • 22
    • 0038076512 scopus 로고    scopus 로고
    • A generalized bivariate mixture model for stock price volatility and trading volume
    • Liesenfeld R (2001) A generalized bivariate mixture model for stock price volatility and trading volume. J Econ 104:141-178
    • (2001) J Econ , vol.104 , pp. 141-178
    • Liesenfeld, R.1
  • 23
    • 0003611102 scopus 로고
    • Introduction to multiple time series analysis
    • Springer Berlin Heidelberg New York
    • H. Lütkepohl (1993) Introduction to multiple time series analysis Springer, Berlin Heidelberg New York
    • (1993)
    • Lütkepohl, H.1
  • 24
    • 0000854272 scopus 로고
    • Specification and testing of some modified count data models
    • Mullahy J (1986) Specification and testing of some modified count data models. J Econ 33:341-365
    • (1986) J Econ , vol.33 , pp. 341-365
    • Mullahy, J.1
  • 25
    • 0000641348 scopus 로고
    • Conditional heteroskedasticity in asset returns: A new approach
    • Nelson D (1991) Conditional heteroskedasticity in asset returns: A new approach. J Econ 43:227-251
    • (1991) J Econ , vol.43 , pp. 227-251
    • Nelson, D.1
  • 26
    • 0003574691 scopus 로고
    • Market microstructure theory
    • Blackwell Publishers, Oxford
    • M O'Hara (1995) Market microstructure theory. Blackwell Publishers, Oxford
    • (1995)
    • O'Hara, M.1
  • 27
    • 85011391960 scopus 로고
    • An econometric model of the two-part decision process in the demand for health
    • Pohlmeier W, Ulrich V (1995) An econometric model of the two-part decision process in the demand for health. J Hum Resour 30:339-361
    • (1995) J Hum Resour , vol.30 , pp. 339-361
    • Pohlmeier, W.1    Ulrich, V.2
  • 28
    • 0011234637 scopus 로고    scopus 로고
    • Econometric analysis of discrete-valued, irregularly-spaced financial transactions data using a new autoregressive conditional multinomial model
    • University of California, San Diego (revised version of Discussion Paper 98-10)
    • Russel J, Engle R (2002) Econometric analysis of discrete-valued, irregularly-spaced financial transactions data using a new autoregressive conditional multinomial model. University of California, San Diego (revised version of Discussion Paper 98-10)
    • (2002)
    • Russel, J.1    Engle, R.2
  • 29
    • 0011234637 scopus 로고    scopus 로고
    • Econometric analysis of discrete-valued, irregularly-spaced financial transactions data using a new autoregressive conditional multinomial model, presented at Second International Conference on High Frequency Data in Finance
    • Zurich, Switzerland
    • Russell JR, Engle RF (1998) Econometric analysis of discrete-valued, irregularly-spaced financial transactions data using a new autoregressive conditional multinomial model, presented at Second International Conference on High Frequency Data in Finance, Zurich, Switzerland
    • (1998)
    • Russell, J.R.1    Engle, R.F.2
  • 30
    • 0038859169 scopus 로고    scopus 로고
    • Dynamics of trade-by-trade price movements: Decomposition and models
    • Discussion paper, Nuffiled College, Oxford University, will be published in Journal of Financial Econometrics
    • Rydberg T, Shephard N (2002) Dynamics of trade-by-trade price movements: decomposition and models. Discussion paper, Nuffiled College, Oxford University, will be published in Journal of Financial Econometrics
    • (2002)
    • Rydberg, T.1    Shephard, N.2
  • 31
    • 0142020116 scopus 로고    scopus 로고
    • Dynamics of trade-by-trade price movements: Decomposition and models
    • 10.1093/jjfinec/nbg002
    • Rydberg T, Shephard N (2003) Dynamics of trade-by-trade price movements: decomposition and models. J Financ Econ 1:2-25 10.1093/jjfinec/nbg002
    • (2003) J Financ Econ , vol.1 , pp. 2-25
    • Rydberg, T.1    Shephard, N.2
  • 32
    • 0000593365 scopus 로고
    • Fiducial limits of the parameter of a discontinuous distribution
    • 15420257
    • Stevens W (1950) Fiducial limits of the parameter of a discontinuous distribution. Biometrika 37:117-129 15420257
    • (1950) Biometrika , vol.37 , pp. 117-129
    • Stevens, W.1
  • 33
    • 0000658999 scopus 로고
    • The price variability-volume relationship on speculative markets
    • Tauchen GE, Pitts M (1983) The price variability-volume relationship on speculative markets. Econometrica 51:485-505
    • (1983) Econometrica , vol.51 , pp. 485-505
    • Tauchen, G.E.1    Pitts, M.2
  • 34
    • 0013136164 scopus 로고
    • A regression model for time series of counts
    • Zeger S (1988) A regression model for time series of counts. Biometrika 75:621-629
    • (1988) Biometrika , vol.75 , pp. 621-629
    • Zeger, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.