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Volumn 76, Issue 2, 2009, Pages 413-450

Simulated non-parametric estimation of dynamic models

Author keywords

[No Author keywords available]

Indexed keywords

EFFICIENCY MEASUREMENT; ESTIMATION METHOD; FINANCIAL SYSTEM; MARKOV CHAIN; MAXIMUM LIKELIHOOD ANALYSIS; METHODOLOGY; PARAMETERIZATION;

EID: 64149087365     PISSN: 00346527     EISSN: 1467937X     Source Type: Journal    
DOI: 10.1111/j.1467-937X.2008.00527.x     Document Type: Article
Times cited : (23)

References (56)
  • 1
    • 0010629996 scopus 로고    scopus 로고
    • "A Semiparametric Maximum Likelihood Estimator"
    • AI, C. (1997), "A Semiparametric Maximum Likelihood Estimator", Econometrica, 65, 933-963.
    • (1997) Econometrica , vol.65 , pp. 933-963
    • Ai, C.1
  • 3
    • 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
  • 4
    • 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
  • 7
    • 84869275933 scopus 로고    scopus 로고
    • "Simulated Nonparametric Estimation of Dynamic Models: Unpublished Appendix"
    • (Working Paper, London School of Economics)
    • ALTISSIMO, F. and MELE, A. (2008), "Simulated Nonparametric Estimation of Dynamic Models: Unpublished Appendix" (Working Paper, London School of Economics).
    • (2008)
    • Altissimo, F.1    Mele, A.2
  • 8
    • 21844508934 scopus 로고
    • "Nonparametric Kernel Estimation for Semiparametric Models"
    • ANDREWS, D.W.K. (1995), "Nonparametric Kernel Estimation for Semiparametric Models", Econometric Theory, 11, 560-596.
    • (1995) Econometric Theory , vol.11 , pp. 560-596
    • Andrews, D.W.K.1
  • 9
    • 34247326114 scopus 로고    scopus 로고
    • "On the Efficient Use of the Informational Content of Estimating Equations: Implied Probabilities and Euclidean Empirical Likelihood"
    • ANTOINE, B., BONNAL, H. and RENAULT, E. (2007), "On the Efficient Use of the Informational Content of Estimating Equations: Implied Probabilities and Euclidean Empirical Likelihood", Journal of Econometrics, 138, 461-487.
    • (2007) Journal of Econometrics , vol.138 , pp. 461-487
    • Antoine, B.1    Bonnal, H.2    Renault, E.3
  • 10
    • 0001257554 scopus 로고
    • "Central Limit Theorems for Empirical and U-Processes of Stationary Mixing Sequences"
    • ARCONES, M.A. and YU, B. (1994), "Central Limit Theorems for Empirical and U-Processes of Stationary Mixing Sequences", Journal of Theoretical Probability, 7, 47-71.
    • (1994) Journal of Theoretical Probability , vol.7 , pp. 47-71
    • Arcones, M.A.1    Yu, B.2
  • 11
    • 0000204608 scopus 로고
    • "Minimum Hellinger Distance Estimates for Parametric Models"
    • BERAN, R. (1977), "Minimum Hellinger Distance Estimates for Parametric Models", Annals of Statistics, 5, 445-463.
    • (1977) Annals of Statistics , vol.5 , pp. 445-463
    • Beran, R.1
  • 12
    • 0000797991 scopus 로고
    • "On Some Global Measures of the Deviations of Density Function Estimates"
    • BICKEL, P.J. and ROSENBLATT, M. (1973), "On Some Global Measures of the Deviations of Density Function Estimates", Annals of Statistics, 1, 1071-1095.
    • (1973) Annals of Statistics , vol.1 , pp. 1071-1095
    • Bickel, P.J.1    Rosenblatt, M.2
  • 13
    • 84935143535 scopus 로고
    • "Uniform Consistency of Kernel Estimators of a Regression Function Under Generalized Conditions"
    • BIERENS, H.J. (1983), "Uniform Consistency of Kernel Estimators of a Regression Function Under Generalized Conditions", Journal of the American Statistical Association, 78, 699-707.
    • (1983) Journal of the American Statistical Association , vol.78 , pp. 699-707
    • Bierens, H.J.1
  • 16
    • 84869266236 scopus 로고    scopus 로고
    • "Efficient Estimation of Jump-Diffusions and General Dynamic Models with a Continuum of Moment Conditions"
    • (forthcoming)
    • CARRASCO, M., CHERNOV, M., FLORENS, J.-P. and GHYSELS, E. (2006), "Efficient Estimation of Jump-Diffusions and General Dynamic Models with a Continuum of Moment Conditions", Journal of Econometrics (forthcoming).
    • (2006) Journal of Econometrics
    • Carrasco, M.1    Chernov, M.2    Florens, J.-P.3    Ghysels, E.4
  • 19
    • 0000593389 scopus 로고
    • "Simulated Moments Estimation of Markov Models of Asset Prices"
    • DUFFIE, D. and SINGLETON, K.J. (1993), "Simulated Moments Estimation of Markov Models of Asset Prices", Econometrica, 61, 929-952.
    • (1993) Econometrica , vol.61 , pp. 929-952
    • Duffie, D.1    Singleton, K.J.2
  • 20
    • 0000440935 scopus 로고    scopus 로고
    • "Likelihood Inference for Discretely Observed Nonlinear Diffusions"
    • ELERIAN, O., CHIB, S. and SHEPHARD, N. (2001), "Likelihood Inference for Discretely Observed Nonlinear Diffusions", Econometrica, 69, 959-993.
    • (2001) Econometrica , vol.69 , pp. 959-993
    • Elerian, O.1    Chib, S.2    Shephard, N.3
  • 21
    • 84974231625 scopus 로고
    • "Testing the Goodness-of-Fit of a Parametric Density Function by Kernel Method"
    • FAN, Y. (1994), "Testing the Goodness-of-Fit of a Parametric Density Function by Kernel Method", Econometric Theory, 10, 316-356.
    • (1994) Econometric Theory , vol.10 , pp. 316-356
    • Fan, Y.1
  • 22
    • 4344651234 scopus 로고    scopus 로고
    • "A Nonparametric Simulated Maximum Likelihood Estimation Method"
    • FERMANIAN, J.-D. and SALANIÉ, B. (2004), "A Nonparametric Simulated Maximum Likelihood Estimation Method", Econometric Theory, 20, 701-734.
    • (2004) Econometric Theory , vol.20 , pp. 701-734
    • Fermanian, J.-D.1    Salanié, B.2
  • 23
    • 84869269750 scopus 로고    scopus 로고
    • (Working Paper, University of North Carolina)
    • GALLANT, A.R. (2001), "Effective Calibration" (Working Paper, University of North Carolina).
    • (2001) "Effective Calibration"
    • Gallant, A.R.1
  • 26
    • 0001015476 scopus 로고    scopus 로고
    • "The Method of Simulated Scores for the Estimation of Limited-Dependent Variable Models"
    • HAJIVASSILIOU, V. and MCFADDEN, D. (1998), "The Method of Simulated Scores for the Estimation of Limited-Dependent Variable Models", Econometrica, 66, 863-896.
    • (1998) Econometrica , vol.66 , pp. 863-896
    • Hajivassiliou, V.1    Mcfadden, D.2
  • 27
    • 0029182376 scopus 로고
    • "Back to the Future: Generating Moment Implications for Continuous-Time Markov Processes"
    • HANSEN, L. and SCHEINKMAN, J.A. (1995), "Back to the Future: Generating Moment Implications for Continuous-Time Markov Processes", Econometrica, 63, 767-804.
    • (1995) Econometrica , vol.63 , pp. 767-804
    • Hansen, L.1    Scheinkman, J.A.2
  • 28
    • 21344496537 scopus 로고
    • "Comparing Nonparametric versus Parametric Regression Fits"
    • HÄRDLE, W. and MAMMEN, E. (1993), "Comparing Nonparametric versus Parametric Regression Fits", Annals of Statistics, 21, 1926-1947.
    • (1993) Annals of Statistics , vol.21 , pp. 1926-1947
    • Härdle, W.1    Mammen, E.2
  • 29
    • 27744499929 scopus 로고    scopus 로고
    • "Asymptotic Distribution Theory for Nonparametric Entropy Measures of Serial Dependence"
    • HONG, Y. and WHITE, H. (2005), "Asymptotic Distribution Theory for Nonparametric Entropy Measures of Serial Dependence", Econometrica, 73, 837-901.
    • (2005) Econometrica , vol.73 , pp. 837-901
    • Hong, Y.1    White, H.2
  • 30
    • 0000975771 scopus 로고    scopus 로고
    • "Information Theoretic Approaches to Inference in Moment Conditions Models"
    • IMBENS, G.W., SPADY, R.H. and JOHNSON, P. (1998), "Information Theoretic Approaches to Inference in Moment Conditions Models", Econometrica, 66, 333-357.
    • (1998) Econometrica , vol.66 , pp. 333-357
    • Imbens, G.W.1    Spady, R.H.2    Johnson, P.3
  • 31
    • 8344227695 scopus 로고    scopus 로고
    • "Empirical Likelihood-Based Inference in Conditional Moment Restriction Models"
    • KITAMURA, Y., TRIPATHI, G. and AHN, H. (2004), "Empirical Likelihood-Based Inference in Conditional Moment Restriction Models", Econometrica, 72, 1667-1714.
    • (2004) Econometrica , vol.72 , pp. 1667-1714
    • Kitamura, Y.1    Tripathi, G.2    Ahn, H.3
  • 34
    • 0001398288 scopus 로고
    • "Estimation of Multimarket Fix-Price Models: An Application of Pseudo-Maximum Likelihood Methods"
    • LAROQUE, G. and SALANIÉ, B. (1989), "Estimation of Multimarket Fix-Price Models: An Application of Pseudo-Maximum Likelihood Methods", Econometrica, 57, 831-860.
    • (1989) Econometrica , vol.57 , pp. 831-860
    • Laroque, G.1    Salanié, B.2
  • 35
    • 84986405666 scopus 로고
    • "Simulation-Based Estimation of Models with Lagged Latent Variables"
    • LAROQUE, G. and SALANIÉ, B. (1993), "Simulation-Based Estimation of Models with Lagged Latent Variables", Journal of Applied Econometrics, 8, S119-S133.
    • (1993) Journal of Applied Econometrics , vol.8
    • Laroque, G.1    Salanié, B.2
  • 36
    • 38149147820 scopus 로고
    • "Estimating the Canonical Disequilibrium Model: Asymptotic Theory and Finite Sample Properties"
    • LAROQUE, G. and SALANIÉ, B. (1994), "Estimating the Canonical Disequilibrium Model: Asymptotic Theory and Finite Sample Properties", Journal of Econometrics, 62, 165-210.
    • (1994) Journal of Econometrics , vol.62 , pp. 165-210
    • Laroque, G.1    Salanié, B.2
  • 37
    • 84974125683 scopus 로고
    • "Asymptotic Bias in Simulated Maximum Likelihood Estimation of Discrete Choice Models"
    • LEE, L.F. (1995), "Asymptotic Bias in Simulated Maximum Likelihood Estimation of Discrete Choice Models", Econometric Theory, 11, 437-483.
    • (1995) Econometric Theory , vol.11 , pp. 437-483
    • Lee, L.F.1
  • 38
    • 0001717704 scopus 로고
    • "Simulation Estimation of Time-Series Models"
    • LEE, B.-S. and INGRAM, B.F. (1991), "Simulation Estimation of Time-Series Models", Journal of Econometrics, 47, 197-207.
    • (1991) Journal of Econometrics , vol.47 , pp. 197-207
    • Lee, B.-S.1    Ingram, B.F.2
  • 39
    • 0011652314 scopus 로고
    • "Efficiency versus Robustness: The Case for Minimum Hellinger Distance and Related Methods"
    • LINDSAY, B.G. (1994), "Efficiency versus Robustness: The Case for Minimum Hellinger Distance and Related Methods", Annals of Statistics, 22, 1081-1114.
    • (1994) Annals of Statistics , vol.22 , pp. 1081-1114
    • Lindsay, B.G.1
  • 41
    • 0000883977 scopus 로고
    • "A Method of Simulated Moments for Estimation of Discrete Response Models without Numerical Integration"
    • MCFADDEN, D. (1989), "A Method of Simulated Moments for Estimation of Discrete Response Models without Numerical Integration", Econometrica, 57, 995-1026.
    • (1989) Econometrica , vol.57 , pp. 995-1026
    • Mcfadden, D.1
  • 42
    • 0001598228 scopus 로고
    • "Uniform Convergence in Probability and Stochastic Equicontinuity"
    • NEWEY, W.K. (1991), "Uniform Convergence in Probability and Stochastic Equicontinuity", Econometrica, 59, 1161-1167.
    • (1991) Econometrica , vol.59 , pp. 1161-1167
    • Newey, W.K.1
  • 43
    • 70350096085 scopus 로고
    • "Large Sample Estimation and Hypothesis Testing"
    • in R.F Engle and D.L McFadden (eds.) ch. 36 (Amsterdam: Elsevier)
    • NEWEY, W.K. and MCFADDEN, D.L. (1994), "Large Sample Estimation and Hypothesis Testing", in R.F Engle and D.L McFadden (eds.) Handbook of Econometrics, Vol. 4, ch. 36 (Amsterdam: Elsevier) 2111-2245.
    • (1994) Handbook of Econometrics , vol.4 , pp. 2111-2245
    • Newey, W.K.1    Mcfadden, D.L.2
  • 45
    • 0001331135 scopus 로고
    • "Simulation and the Asymptotics of Optimization Estimators"
    • PAKES, A. and POLLARD, D. (1989), "Simulation and the Asymptotics of Optimization Estimators", Econometrica, 57, 1027-1057.
    • (1989) Econometrica , vol.57 , pp. 1027-1057
    • Pakes, A.1    Pollard, D.2
  • 47
    • 0002841968 scopus 로고
    • "A New Approach to Maximum Likelihood Estimation for Stochastic Differential Equations Based on Discrete Observations"
    • PEDERSEN, A.R. (1995), "A New Approach to Maximum Likelihood Estimation for Stochastic Differential Equations Based on Discrete Observations", Scandinavian Journal of Statistics, 22, 55-71.
    • (1995) Scandinavian Journal of Statistics , vol.22 , pp. 55-71
    • Pedersen, A.R.1
  • 48
    • 0012812393 scopus 로고
    • "Limit Theorems for Weakly Dependent Hilbert Space Valued Random Variables with Applications to the Stationary Bootstrap"
    • POLITIS, D.N. and ROMANO, J.P. (1994), "Limit Theorems for Weakly Dependent Hilbert 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
    • 0003704183 scopus 로고
    • "Simulated Likelihood Estimation of Diffusions With an Application to the Short Term Interest Rate"
    • (Ph.D. dissertation, INSEAD)
    • SANTA-CLARA, P. (1995), "Simulated Likelihood Estimation of Diffusions With an Application to the Short Term Interest Rate" (Ph.D. dissertation, INSEAD).
    • (1995)
    • Santa-clara, P.1
  • 51
    • 0000807050 scopus 로고    scopus 로고
    • "Estimation of Affine Asset Pricing Models Using the Empirical Characteristic Function"
    • SINGLETON, K.J. (2001), "Estimation of Affine Asset Pricing Models Using the Empirical Characteristic Function", Journal of Econometrics, 102, 111-141.
    • (2001) Journal of Econometrics , vol.102 , pp. 111-141
    • Singleton, K.J.1
  • 53
    • 84986413049 scopus 로고
    • "Estimating Nonlinear Time Series Models Using Simulated Vector Autoregressions"
    • SMITH, A. (1993), "Estimating Nonlinear Time Series Models Using Simulated Vector Autoregressions", Journal of Applied Econometrics, 8, S63-S84.
    • (1993) Journal of Applied Econometrics , vol.8
    • Smith, A.1
  • 54
    • 0001982376 scopus 로고    scopus 로고
    • "New Minimum Chi Square Methods in Empirical Finance"
    • in D Kreps and K Wallis (eds.) (Cambridge: Cambridge University Press)
    • TAUCHEN, G. (1997), "New Minimum Chi Square Methods in Empirical Finance", in D Kreps and K Wallis (eds.) Advances in Econometrics 7th World Congress (Cambridge: Cambridge University Press) 279-317.
    • (1997) Advances in Econometrics 7th World Congress , pp. 279-317
    • Tauchen, G.1
  • 56
    • 70350103507 scopus 로고
    • "Estimation and Inference for Dependent Processes"
    • in R.F Engle and D.L McFadden (eds.) ch. 45 (Amsterdam: Elsevier)
    • WOOLDRIDGE, J.M. (1994), "Estimation and Inference for Dependent Processes", in R.F Engle and D.L McFadden (eds.) Handbook of Econometrics, Vol. 4, ch. 45 (Amsterdam: Elsevier) 2639-2738.
    • (1994) Handbook of Econometrics , vol.4 , pp. 2639-2738
    • Wooldridge, J.M.1


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