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Volumn 124, Issue 1, 2005, Pages 117-148

Bootstrap specification tests for diffusion processes

Author keywords

Block bootstrap; Diffusion process; Multifactor model; Parameter estimation error; Specification test; Stochastic volatility

Indexed keywords

ASYMPTOTIC STABILITY; DIFFUSION; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; MONTE CARLO METHODS; PROBABILITY DISTRIBUTIONS;

EID: 9544252970     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jeconom.2004.02.013     Document Type: Article
Times cited : (32)

References (52)
  • 1
    • 0242670422 scopus 로고    scopus 로고
    • Testing continuous time models of the spot interest rate
    • Aït-Sahalia, Y., 1996. Testing continuous time models of the spot interest rate. Review of Financial Studies 9, 385-426.
    • (1996) Review of Financial Studies , vol.9 , pp. 385-426
    • Aït-Sahalia, Y.1
  • 2
    • 0040843309 scopus 로고    scopus 로고
    • Transition densities for interest rate and others nonlinear diffusions
    • Aït-Sahalia, Y., 1999. Transition densities for interest rate and others nonlinear diffusions. Journal of Finance LIV, 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 sampled diffusions: A closed form approximation approach
    • Aït-Sahalia, Y., 2002. Maximum likelihood estimation of discretely sampled diffusions: a closed form approximation approach. Econometrica 70, 223-262.
    • (2002) Econometrica , vol.70 , pp. 223-262
    • Aït-Sahalia, Y.1
  • 4
    • 9544229999 scopus 로고    scopus 로고
    • Testing the closeness of conditional densities by simulated nonparametric methods
    • London School of Economics
    • Altissimo, F., Mele, A., 2002. Testing the closeness of conditional densities by simulated nonparametric methods. Working Paper, London School of Economics.
    • (2002) Working Paper
    • Altissimo, F.1    Mele, A.2
  • 5
    • 9544233837 scopus 로고    scopus 로고
    • Simulated nonparametric estimation of continuous time models of asset prices and returns
    • London School of Economics
    • Altissimo, F., Mele, A., 2003. Simulated nonparametric estimation of continuous time models of asset prices and returns. Working Paper, London School of Economics.
    • (2003) Working Paper
    • Altissimo, F.1    Mele, A.2
  • 6
    • 0345996471 scopus 로고
    • An introduction to econometric applications of empirical process theory for dependent random variables
    • Andrews, D.W.K., 1993. An introduction to econometric applications of empirical process theory for dependent random variables. Econometric Reviews 12, 183-216.
    • (1993) Econometric Reviews , vol.12 , pp. 183-216
    • Andrews, D.W.K.1
  • 7
    • 0001179485 scopus 로고    scopus 로고
    • A conditional Kolmogorov test
    • Andrews, D.W.K., 1997. A conditional Kolmogorov test. Econometrica 65, 1097-1128.
    • (1997) Econometrica , vol.65 , pp. 1097-1128
    • Andrews, D.W.K.1
  • 8
    • 0001995592 scopus 로고    scopus 로고
    • A three step method for choosing the number of bootstrap replications
    • Andrews, D.W.K., Buchinsky, M., 2000. A three step method for choosing the number of bootstrap replications. Econometrica 68, 23-52.
    • (2000) Econometrica , vol.68 , pp. 23-52
    • Andrews, D.W.K.1    Buchinsky, M.2
  • 9
    • 0242474625 scopus 로고    scopus 로고
    • Testing parametric conditional distributions of dynamic models
    • Bai, J., 2003. Testing parametric conditional distributions of dynamic models. Review of Economics and Statistics 85, 531-549.
    • (2003) Review of Economics and Statistics , vol.85 , pp. 531-549
    • Bai, J.1
  • 11
    • 0001552174 scopus 로고
    • The blockwise bootstrap for general empirical processes of stationary sequences
    • Bühlmann, P., 1995. The blockwise bootstrap for general empirical processes of stationary sequences. Stochastic Processes and their Applications 58 (2), 247-266.
    • (1995) Stochastic Processes and Their Applications , vol.58 , Issue.2 , pp. 247-266
    • Bühlmann, P.1
  • 12
    • 0000514094 scopus 로고
    • The use of subseries methods for estimating the variance of a general statistic from a stationary time series
    • Carlstein, E., 1986. The use of subseries methods for estimating the variance of a general statistic from a stationary time series. Annals of Statistics 14, 1171-1179.
    • (1986) Annals of Statistics , vol.14 , pp. 1171-1179
    • Carlstein, E.1
  • 13
    • 9544230000 scopus 로고    scopus 로고
    • Principal components and the long run
    • New York University
    • Chen, X., Hansen, L.P., Scheinkman, J., 2000. Principal components and the long run. Working Paper, New York University.
    • (2000) Working Paper
    • Chen, X.1    Hansen, L.P.2    Scheinkman, J.3
  • 15
    • 0346389567 scopus 로고    scopus 로고
    • A consistent test for out of sample nonlinear predictive ability
    • Corradi, V., Swanson, N.R., 2002. A consistent test for out of sample nonlinear predictive ability. Journal of Econometrics 110, 353-381.
    • (2002) Journal of Econometrics , vol.110 , pp. 353-381
    • Corradi, V.1    Swanson, N.R.2
  • 16
    • 29144516586 scopus 로고    scopus 로고
    • Evaluation of dynamic stochastic general equilibrium models bases on distributional comparison of simulated and historical data
    • forthcoming
    • Corradi, V., Swanson, N.R., 2003. Evaluation of dynamic stochastic general equilibrium models bases on distributional comparison of simulated and historical data. Journal of Econometrics, forthcoming.
    • (2003) Journal of Econometrics
    • Corradi, V.1    Swanson, N.R.2
  • 17
    • 0001205798 scopus 로고
    • A theory of the term structure of interest rates
    • Cox, J.C., Ingersoll, J.E., Ross, S.A., 1985. A theory of the term structure of interest rates. Econometrica 53, 385-407.
    • (1985) Econometrica , vol.53 , pp. 385-407
    • Cox, J.C.1    Ingersoll, J.E.2    Ross, S.A.3
  • 18
    • 0008766361 scopus 로고    scopus 로고
    • Specification analysis of term structure models
    • Dai, Q., Singleton, K.J., 2000. Specification analysis of term structure models. Journal of Finance, 1943-1978.
    • (2000) Journal of Finance , pp. 1943-1978
    • Dai, Q.1    Singleton, K.J.2
  • 19
    • 0036221014 scopus 로고    scopus 로고
    • Expectation puzzles, time-varying risk premia and affine models of the term structure
    • Dai, Q., Singleton, K.J., 2002. Expectation puzzles, time-varying risk premia and affine models of the term structure. Journal of Financial Economics 63, 415-441.
    • (2002) Journal of Financial Economics , vol.63 , pp. 415-441
    • Dai, Q.1    Singleton, K.J.2
  • 20
    • 9544246122 scopus 로고    scopus 로고
    • Simulated asymptotic least squares theory
    • London School of Economics
    • Dridi, R., 1999. Simulated asymptotic least squares theory. Working Paper, London School of Economics.
    • (1999) Working Paper
    • Dridi, R.1
  • 21
    • 0000593389 scopus 로고
    • Simulated moment estimation of Markov models of asset prices
    • Duffie, D., Singleton, K., 1993. Simulated moment estimation of Markov models of asset prices. Econometrica 61, 929-952.
    • (1993) Econometrica , vol.61 , pp. 929-952
    • Duffie, D.1    Singleton, K.2
  • 24
    • 17744401343 scopus 로고    scopus 로고
    • Maximum likelihood and the bootstrap for dynamic nonlinear models
    • Gonçalves, S., White, H., 2004. Maximum likelihood and the bootstrap for dynamic nonlinear models. Journal of Econometrics 119, 199-219.
    • (2004) Journal of Econometrics , vol.119 , pp. 199-219
    • Gonçalves, S.1    White, H.2
  • 27
    • 0242566070 scopus 로고    scopus 로고
    • The large sample behavior of the generalized method of moments estimator in misspecified models
    • Hall, A.R., Inoue, A., 2003. The large sample behavior of the generalized method of moments estimator in misspecified models. Journal of Econometrics, 361-394.
    • (2003) Journal of Econometrics , pp. 361-394
    • Hall, A.R.1    Inoue, A.2
  • 28
    • 0030373966 scopus 로고    scopus 로고
    • Inference when a nuisance parameter is not identified under the null hypothesis
    • Hansen, B.E., 1996. Inference when a nuisance parameter is not identified under the null hypothesis. Econometrica 64, 413-430.
    • (1996) Econometrica , vol.64 , pp. 413-430
    • Hansen, B.E.1
  • 29
    • 0037836721 scopus 로고
    • A closed form solution for option with stochastic volatility with applications to bond and currency options
    • Heston, S.L., 1993. A closed form solution for option with stochastic volatility with applications to bond and currency options. Review of Financial Studies 6, 327-344.
    • (1993) Review of Financial Studies , vol.6 , pp. 327-344
    • Heston, S.L.1
  • 30
    • 9544240643 scopus 로고    scopus 로고
    • Evaluation of out of sample probability density forecasts with applications to S& P 500 stock prices
    • Cornell University
    • Hong, Y., 2001. Evaluation of out of sample probability density forecasts with applications to S& P 500 stock prices. Working Paper, Cornell University.
    • (2001) Working Paper
    • Hong, Y.1
  • 31
    • 9544248016 scopus 로고    scopus 로고
    • Nonparametric specification testing for continuous time models with applications to term structure interest rates
    • forthcoming
    • Hong, Y.M., Li, H., 2003. Nonparametric specification testing for continuous time models with applications to term structure interest rates. Review of Financial Studies, forthcoming.
    • (2003) Review of Financial Studies
    • Hong, Y.M.1    Li, H.2
  • 32
    • 9544240642 scopus 로고    scopus 로고
    • Out of sample performance of spot interest rate models
    • Cornell University
    • Hong, Y.M., Li, H., Zhao, F., 2002. Out of sample performance of spot interest rate models. Working Paper, Cornell University.
    • (2002) Working Paper
    • Hong, Y.M.1    Li, H.2    Zhao, F.3
  • 33
    • 84977709229 scopus 로고
    • The pricing of options on assets with stochastic volatility
    • Hull, J., White, A., 1987. The pricing of options on assets with stochastic volatility. Journal of Finance 42, 281-300.
    • (1987) Journal of Finance , vol.42 , pp. 281-300
    • Hull, J.1    White, A.2
  • 34
    • 0035608430 scopus 로고    scopus 로고
    • Testing for distributional change in time series
    • Inoue, A., 2001. Testing for distributional change in time series. Econometric Theory 17, 156-187.
    • (2001) Econometric Theory , vol.17 , pp. 156-187
    • Inoue, A.1
  • 38
    • 0000181737 scopus 로고
    • The jackknife and the bootstrap for general stationary observations
    • Künsch, H.R., 1989. The jackknife and the bootstrap for general stationary observations. Annals of Statistics 17, 1217-1241.
    • (1989) Annals of Statistics , vol.17 , pp. 1217-1241
    • Künsch, H.R.1
  • 39
    • 0033243868 scopus 로고    scopus 로고
    • Theoretical comparisons of block bootstrap methods
    • Lahiri, S.N., 1999. Theoretical comparisons of block bootstrap methods. Annals of Statistics 27, 386-404.
    • (1999) Annals of Statistics , vol.27 , pp. 386-404
    • Lahiri, S.N.1
  • 40
    • 0346307229 scopus 로고    scopus 로고
    • An eigenfunction approach for volatility modeling
    • University of Montreal
    • Meddahi, N., 2001. An eigenfunction approach for volatility modeling. Working Paper, University of Montreal.
    • (2001) Working Paper
    • Meddahi, N.1
  • 41
    • 21844499656 scopus 로고
    • Validity of blockwise bootstrap for empirical processes with stationary observations
    • Naik-Nimbalkar, U.V., Rajarshi, M.B., 1994. Validity of blockwise bootstrap for empirical processes with stationary observations. Annals of Statistics 22, 980-994.
    • (1994) Annals of Statistics , vol.22 , pp. 980-994
    • Naik-Nimbalkar, U.V.1    Rajarshi, M.B.2
  • 42
    • 0842316847 scopus 로고
    • ARCH as diffusion approximations
    • Nelson, D.B., 1990. ARCH as diffusion approximations. Journal of Econometrics 45, 7-38.
    • (1990) Journal of Econometrics , vol.45 , pp. 7-38
    • Nelson, D.B.1
  • 43
    • 0002503075 scopus 로고
    • Discretization and simulation of stochastic differential equations
    • Pardoux, E., Talay, D., 1985. Discretization and simulation of stochastic differential equations. Acta Applicandae Mathematicae 3, 23-47.
    • (1985) Acta Applicandae Mathematicae , vol.3 , pp. 23-47
    • Pardoux, E.1    Talay, D.2
  • 44
    • 0032365608 scopus 로고    scopus 로고
    • On the blockwise bootstrap for empirical processes for stationary sequences
    • Peligrad, M., 1998. On the blockwise bootstrap for empirical processes for stationary sequences. Annals of Probability 26, 877-901.
    • (1998) Annals of Probability , vol.26 , pp. 877-901
    • Peligrad, M.1
  • 45
    • 0003378981 scopus 로고
    • Invariance principles for sums of mixing random elements and the multivariate empirical process
    • Philipp, W., 1982. Invariance principles for sums of mixing random elements and the multivariate empirical process. Colloquia Mathematica Societatis Janos Bolyai 36, 843-873.
    • (1982) Colloquia Mathematica Societatis Janos Bolyai , vol.36 , pp. 843-873
    • Philipp, W.1
  • 47
    • 0012812393 scopus 로고
    • Limit theorems for weakly dependent Hubert space valued random variables with applications to the stationary bootstrap
    • Politis, D.N., Romano, J.P., 1994b. Limit theorems for weakly dependent Hubert space valued random variables with applications to the stationary bootstrap. Statistica Sinica 4, 461-476.
    • (1994) Statistica Sinica , vol.4 , pp. 461-476
    • Politis, D.N.1    Romano, J.P.2
  • 49
    • 0003314447 scopus 로고
    • Empirical Processes: Theory and Applications
    • CBMS. Institute of Mathematical Statistics, Hayward, CA
    • Pollard, D., 1990. Empirical Processes: Theory and Applications. In: CBMS, Conference Series in Probability and Statistics, Vol. 2. Institute of Mathematical Statistics, Hayward, CA.
    • (1990) Conference Series in Probability and Statistics , vol.2
    • Pollard, D.1
  • 50
    • 0345150895 scopus 로고    scopus 로고
    • Geometric and subgeometric convergence of diffusions with given stationary distribution and their discretization
    • University of Iowa and Colorado State University
    • Stramer, O., Tweedie, R.L., 1997. Geometric and subgeometric convergence of diffusions with given stationary distribution and their discretization. Working Paper, University of Iowa and Colorado State University.
    • (1997) Working Paper
    • Stramer, O.1    Tweedie, R.L.2
  • 51
    • 9544249670 scopus 로고    scopus 로고
    • Evaluating the goodness of fit of conditional distributions with an application to the affine term structure
    • Harvard University
    • Thompson, S.B., 2002. Evaluating the goodness of fit of conditional distributions with an application to the affine term structure. Working Paper, Harvard University.
    • (2002) Working Paper
    • Thompson, S.B.1


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