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Volumn 149, Issue 1, 2009, Pages 65-81

Parameter estimation and bias correction for diffusion processes

Author keywords

Bias correction; Bootstrap; Continuous time models; Diffusion processes; Jackknife; Parameter estimation

Indexed keywords

BLOCK CODES; CONTINUOUS TIME SYSTEMS; DIFFUSION; MAXIMUM LIKELIHOOD ESTIMATION; METAL ANALYSIS; QUANTUM CHEMISTRY;

EID: 63149168918     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jeconom.2008.11.001     Document Type: Article
Times cited : (112)

References (36)
  • 2
    • 0040843309 scopus 로고    scopus 로고
    • Transition densities for interest rate and other nonlinear diffusions
    • Aït-Sahalia Y. Transition densities for interest rate and other nonlinear diffusions. Journal of Finance 54 (1999) 1361-1395
    • (1999) Journal of Finance , vol.54 , pp. 1361-1395
    • Aït-Sahalia, Y.1
  • 3
    • 0036216388 scopus 로고    scopus 로고
    • Maximum likelihood estimation of discretely sample diffusion: A close form approximation approach
    • Aït-Sahalia Y. Maximum likelihood estimation of discretely sample diffusion: A close form approximation approach. Econometrica 70 (2002) 223-262
    • (2002) Econometrica , vol.70 , pp. 223-262
    • Aït-Sahalia, Y.1
  • 4
    • 45749126907 scopus 로고    scopus 로고
    • Closed-form likelihood expansions for multivariate diffusions
    • Aït-Sahalia Y. Closed-form likelihood expansions for multivariate diffusions. Annals of Statistics 36 (2008) 906-937
    • (2008) Annals of Statistics , vol.36 , pp. 906-937
    • Aït-Sahalia, Y.1
  • 6
    • 0037241175 scopus 로고    scopus 로고
    • The effects of random and discrete sampling when estimating continuous-time diffusions
    • Aït-Sahalia Y., and Mykland P. The effects of random and discrete sampling when estimating continuous-time diffusions. Econometrica 71 (2003) 483-549
    • (2003) Econometrica , vol.71 , pp. 483-549
    • Aït-Sahalia, Y.1    Mykland, P.2
  • 7
    • 24344445933 scopus 로고    scopus 로고
    • Estimating diffusions with discretely and possibly randomly spaced data: A general theory
    • Aït-Sahalia Y., and Mykland P. Estimating diffusions with discretely and possibly randomly spaced data: A general theory. Annals of Statistics 32 (2004) 2186-2222
    • (2004) Annals of Statistics , vol.32 , pp. 2186-2222
    • Aït-Sahalia, Y.1    Mykland, P.2
  • 8
    • 0030163306 scopus 로고    scopus 로고
    • Unit roots and the estimation of interest rate dynamics
    • Ball C., and Torous W. Unit roots and the estimation of interest rate dynamics. Journal of Empirical Finance 3 (1996) 215-238
    • (1996) Journal of Empirical Finance , vol.3 , pp. 215-238
    • Ball, C.1    Torous, W.2
  • 9
    • 70350109058 scopus 로고
    • Continuous time stochastic models and issues of aggregation over time
    • Griliches Z., and Intriligator M.D. (Eds)
    • Bergstrom A.R. Continuous time stochastic models and issues of aggregation over time. In: Griliches Z., and Intriligator M.D. (Eds). Handbook of Econometrics vol. 2 (1984)
    • (1984) Handbook of Econometrics , vol.2
    • Bergstrom, A.R.1
  • 10
    • 84972534141 scopus 로고
    • Martingale estimating functions for discretely observed diffusion processes
    • Bibby B., and Sørensen M. Martingale estimating functions for discretely observed diffusion processes. Bernoulli 1 (1995) 17-39
    • (1995) Bernoulli , vol.1 , pp. 17-39
    • Bibby, B.1    Sørensen, M.2
  • 11
    • 85015692260 scopus 로고
    • The pricing of options and corporate liabilities
    • Black F., and Scholes M. The pricing of options and corporate liabilities. Journal of Political Economy 81 (1973) 654-673
    • (1973) Journal of Political Economy , vol.81 , pp. 654-673
    • Black, F.1    Scholes, M.2
  • 13
    • 0001205798 scopus 로고
    • A theory of the term structure of interest rates
    • Cox J., Ingersoll J., and Ross S. A theory of the term structure of interest rates. Econometrica 53 (1985) 385-407
    • (1985) Econometrica , vol.53 , pp. 385-407
    • Cox, J.1    Ingersoll, J.2    Ross, S.3
  • 14
    • 0002344794 scopus 로고
    • Bootstrap methods: Another look at the jackknife
    • Efron B. Bootstrap methods: Another look at the jackknife. Annals of Statistics 7 (1979) 1-26
    • (1979) Annals of Statistics , vol.7 , pp. 1-26
    • Efron, B.1
  • 15
    • 33144462717 scopus 로고    scopus 로고
    • A selective overview of nonparametric methods in financial econometrics (with discussion)
    • Fan J. A selective overview of nonparametric methods in financial econometrics (with discussion). Statistical Science 20 (2005) 317-357
    • (2005) Statistical Science , vol.20 , pp. 317-357
    • Fan, J.1
  • 19
    • 0029182376 scopus 로고
    • Back to the future: Generating moment implications for continuous-time Markov processes
    • Hansen L.P., and Scheinkman J.A. Back to the future: Generating moment implications for continuous-time Markov processes. Econometrica 63 (1995) 767-804
    • (1995) Econometrica , vol.63 , pp. 767-804
    • Hansen, L.P.1    Scheinkman, J.A.2
  • 20
    • 0000967257 scopus 로고
    • Note on bias in the estimation of autocorrelation
    • Kendall M.G. Note on bias in the estimation of autocorrelation. Biometrika 41 (1954) 403-404
    • (1954) Biometrika , vol.41 , pp. 403-404
    • Kendall, M.G.1
  • 22
    • 84974325324 scopus 로고
    • Maximum likelihood estimation of generalized Ito processes with discretely sampled data
    • Lo A. Maximum likelihood estimation of generalized Ito processes with discretely sampled data. Econometric Theory 4 (1988) 231-247
    • (1988) Econometric Theory , vol.4 , pp. 231-247
    • Lo, A.1
  • 23
    • 0000967256 scopus 로고
    • Bias in the estimation of autocorrelations
    • Marriott F.H.C., and Pope J.A. Bias in the estimation of autocorrelations. Biometrika 41 (1954) 390-402
    • (1954) Biometrika , vol.41 , pp. 390-402
    • Marriott, F.H.C.1    Pope, J.A.2
  • 26
    • 85025724501 scopus 로고
    • On estimating the expected return on the market: An exploratory investigation
    • Merton R.C. On estimating the expected return on the market: An exploratory investigation. Journal of Financial Economics 8 (1980) 323-361
    • (1980) Journal of Financial Economics , vol.8 , pp. 323-361
    • Merton, R.C.1
  • 27
    • 0013142572 scopus 로고    scopus 로고
    • Gaussian estimation of single-factor continuous time models of the term structure of interest rates
    • Nowman K. Gaussian estimation of single-factor continuous time models of the term structure of interest rates. Journal of Finance 52 (1997) 1695-1706
    • (1997) Journal of Finance , vol.52 , pp. 1695-1706
    • Nowman, K.1
  • 30
    • 0001317070 scopus 로고
    • Econometric estimators and the Edgeworth approximation
    • Sargan J. Econometric estimators and the Edgeworth approximation. Econometrica 44 (1976) 421-448
    • (1976) Econometrica , vol.44 , pp. 421-448
    • Sargan, J.1
  • 33
    • 0009751460 scopus 로고    scopus 로고
    • Continuous-time methods in finance: A review and an assessment
    • Sundaresan S.M. Continuous-time methods in finance: A review and an assessment. Journal of Finance 55 (2000) 1569-1622
    • (2000) Journal of Finance , vol.55 , pp. 1569-1622
    • Sundaresan, S.M.1
  • 34
    • 63149096411 scopus 로고    scopus 로고
    • Parameter estimation and bias correction for diffusion processes
    • Technical Report. Department of Statistics, Iowa State University
    • Tang, C.Y., Chen, S.X., 2008. Parameter estimation and bias correction for diffusion processes. Technical Report. Department of Statistics, Iowa State University
    • (2008)
    • Tang, C.Y.1    Chen, S.X.2
  • 35
    • 0347078538 scopus 로고
    • An equilibrium characterization of the term structure
    • Vasicek O. An equilibrium characterization of the term structure. Journal of Financial Economics 5 (1977) 177-186
    • (1977) Journal of Financial Economics , vol.5 , pp. 177-186
    • Vasicek, O.1
  • 36
    • 25844445947 scopus 로고    scopus 로고
    • A Gaussian approach for estimating continuous time models of short term interest rates
    • Yu J., and Phillips P.C. A Gaussian approach for estimating continuous time models of short term interest rates. The Econometrics Journal 4 (2001) 211-225
    • (2001) The Econometrics Journal , vol.4 , pp. 211-225
    • Yu, J.1    Phillips, P.C.2


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