메뉴 건너뛰기




Volumn 105, Issue 2, 2001, Pages 363-412

Goodness-of-fit tests for kernel regression with an application to option implied volatilities

Author keywords

Goodness of fit; Implied volatility smile; Kernel regression; Specification testing

Indexed keywords


EID: 18044402907     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0304-4076(01)00091-4     Document Type: Article
Times cited : (97)

References (54)
  • 1
    • 0030369366 scopus 로고    scopus 로고
    • Nonparametric pricing of interest rate derivative securities
    • Aït-Sahalia, Y., 1996. Nonparametric pricing of interest rate derivative securities. Econometrica 64, 527-560.
    • (1996) Econometrica , vol.64 , pp. 527-560
    • Aït-Sahalia, Y.1
  • 3
    • 0039505965 scopus 로고    scopus 로고
    • Nonparametric estimation of state price densities implicit in financial asset prices
    • Aït-Sahalia, Y., Lo, A.W., 1998. Nonparametric estimation of state price densities implicit in financial asset prices. Journal of Finance 53, 499-547.
    • (1998) Journal of Finance , vol.53 , pp. 499-547
    • Aït-Sahalia, Y.1    Lo, A.W.2
  • 4
    • 0002804196 scopus 로고    scopus 로고
    • Nonparametric risk management and implied risk aversion
    • Aït-Sahalia, Y., Lo, A.W., 2000. Nonparametric risk management and implied risk aversion. Journal of Econometrics 94, 9-51.
    • (2000) Journal of Econometrics , vol.94 , pp. 9-51
    • Aït-Sahalia, Y.1    Lo, A.W.2
  • 5
    • 0000797991 scopus 로고
    • On some global measures of the deviations of density function estimates
    • Bickel, P.J., Rosenblatt, M., 1973. On some global measures of the deviations of density function estimates. Annals of Statistics 1, 1071-1096.
    • (1973) Annals of Statistics , vol.1 , pp. 1071-1096
    • Bickel, P.J.1    Rosenblatt, M.2
  • 6
    • 0642310183 scopus 로고    scopus 로고
    • Resampling fewer than n observations: Gains, losses and remedies for losses
    • Bickel, P.J., Götze, F., van Zwet, W.R., 1997. Resampling fewer than n observations: gains, losses and remedies for losses. Statistica Sinica 1, 1-31.
    • (1997) Statistica Sinica , vol.1 , pp. 1-31
    • Bickel, P.J.1    Götze, F.2    Van Zwet, W.R.3
  • 8
    • 0000932315 scopus 로고
    • A consistent conditional moment test of functional form
    • Bierens, H.J., 1990. A consistent conditional moment test of functional form. Econometrica 58, 1443-1458.
    • (1990) Econometrica , vol.58 , pp. 1443-1458
    • Bierens, H.J.1
  • 9
    • 0001003419 scopus 로고    scopus 로고
    • Asymptotic theory of integrated conditional moment tests
    • Bierens, H.J., Ploberger, W., 1997. Asymptotic theory of integrated conditional moment tests. Econometrica 65, 1129-1151.
    • (1997) Econometrica , vol.65 , pp. 1129-1151
    • Bierens, H.J.1    Ploberger, W.2
  • 10
    • 85015692260 scopus 로고
    • The pricing of options and corporate liabilities
    • Black, F., Scholes, M., 1973. The pricing of options and corporate liabilities. Journal of Political Economy 81, 637-654.
    • (1973) Journal of Political Economy , vol.81 , pp. 637-654
    • Black, F.1    Scholes, M.2
  • 11
    • 0002919836 scopus 로고    scopus 로고
    • Kernel regression in empirical microeconomics
    • Blundell, R., Duncan, A., 1998. Kernel regression in empirical microeconomics. Journal of Human Resources 33, 62-87.
    • (1998) Journal of Human Resources , vol.33 , pp. 62-87
    • Blundell, R.1    Duncan, A.2
  • 12
    • 0008598944 scopus 로고    scopus 로고
    • Consistent hypothesis testing in semiparametric and nonparametric models of economic time series
    • Chen, X., Fan, Y., 1999. Consistent hypothesis testing in semiparametric and nonparametric models of economic time series. Journal of Econometrics 91, 373-401.
    • (1999) Journal of Econometrics , vol.91 , pp. 373-401
    • Chen, X.1    Fan, Y.2
  • 14
    • 21344459913 scopus 로고
    • Global functionals and a measure of the explanatory power of covariates in nonparametric regression
    • Doksum, K., Samarov, A., 1995. Global functionals and a measure of the explanatory power of covariates in nonparametric regression. Annals of Statistics 23, 1443-1473.
    • (1995) Annals of Statistics , vol.23 , pp. 1443-1473
    • Doksum, K.1    Samarov, A.2
  • 15
    • 0013399152 scopus 로고    scopus 로고
    • A simple framework for nonparametric specification testing
    • Ellison, G., Fisher-Ellison, S., 2000. A simple framework for nonparametric specification testing. Journal of Econometrics 96, 1-23.
    • (2000) Journal of Econometrics , vol.96 , pp. 1-23
    • Ellison, G.1    Fisher-Ellison, S.2
  • 16
    • 84950450933 scopus 로고
    • Testing the goodness-of-fit of linear models via nonparametric regression techniques
    • Eubank, R., Spiegelman, C., 1990. Testing the goodness-of-fit of linear models via nonparametric regression techniques. Journal of the American Statistical Association 85, 387-392.
    • (1990) Journal of the American Statistical Association , vol.85 , pp. 387-392
    • Eubank, R.1    Spiegelman, C.2
  • 17
    • 84974231625 scopus 로고
    • Testing the goodness-of-fit of a parametric density function by kernel method
    • Fan, J., 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, J.1
  • 18
    • 0030353969 scopus 로고    scopus 로고
    • Consistent model specification tests: Omitted variables and semiparametric functional forms
    • Fan, J., Li, Q., 1996. Consistent model specification tests: omitted variables and semiparametric functional forms. Econometrica 64, 865-890.
    • (1996) Econometrica , vol.64 , pp. 865-890
    • Fan, J.1    Li, Q.2
  • 20
    • 0003222145 scopus 로고
    • Von Mises Calculus for Statistical Functionals
    • Springer, New York
    • Fernholz, L., 1983. Von Mises Calculus for Statistical Functionals. Lecture Notes in Statistics, Vol. 19. Springer, New York.
    • (1983) Lecture Notes in Statistics , vol.19
    • Fernholz, L.1
  • 21
    • 0002996442 scopus 로고
    • Mises' theorem on the asymptotic behavior of functionals of empirical distribution functions and its statistical applications
    • Filippova, A.A., 1962. Mises' theorem on the asymptotic behavior of functionals of empirical distribution functions and its statistical applications. Theoretical Probability and Applications 7, 24-57.
    • (1962) Theoretical Probability and Applications , vol.7 , pp. 24-57
    • Filippova, A.A.1
  • 23
    • 33744790321 scopus 로고
    • A consistent model specification test for nonparametric estimation of regression functions models
    • Gozalo, P.L., 1993. A consistent model specification test for nonparametric estimation of regression functions models. Econometric Theory 9, 451-477.
    • (1993) Econometric Theory , vol.9 , pp. 451-477
    • Gozalo, P.L.1
  • 25
    • 0001872520 scopus 로고
    • Central limit theorem for integrated squared error of multivariate nonparametric density estimators
    • Hall, P., 1984. Central limit theorem for integrated squared error of multivariate nonparametric density estimators. Journal of Multivariate Analysis 14, 1-16.
    • (1984) Journal of Multivariate Analysis , vol.14 , pp. 1-16
    • Hall, P.1
  • 27
    • 21344496537 scopus 로고
    • Comparing nonparametric vs. parametric regression fits
    • Härdle, W., Mammen, E., 1993. Comparing nonparametric vs. parametric regression fits. Annals of Statistics 21, 1926-1947.
    • (1993) Annals of Statistics , vol.21 , pp. 1926-1947
    • Härdle, W.1    Mammen, E.2
  • 28
    • 0346856929 scopus 로고    scopus 로고
    • Characterization of selection bias using experimental data
    • Heckman, J., Ichimura, I., Smith, J., Todd, P., 1998. Characterization of selection bias using experimental data. Econometrica 66, 1017-1098.
    • (1998) Econometrica , vol.66 , pp. 1017-1098
    • Heckman, J.1    Ichimura, I.2    Smith, J.3    Todd, P.4
  • 30
    • 0029423775 scopus 로고
    • Consistent specification testing via nonparametric series regression
    • Hong, Y., White, H., 1995. Consistent specification testing via nonparametric series regression. Econometrica 63, 1133-1160.
    • (1995) Econometrica , vol.63 , pp. 1133-1160
    • Hong, Y.1    White, H.2
  • 31
    • 84974231669 scopus 로고
    • Testing a parametric model against a semiparametric alternative
    • Horowitz, J.L., Härdle, W., 1994. Testing a parametric model against a semiparametric alternative. Econometric Theory 10, 821-848.
    • (1994) Econometric Theory , vol.10 , pp. 821-848
    • Horowitz, J.L.1    Härdle, W.2
  • 32
    • 84974505808 scopus 로고
    • On the limit behavior of a chi-squared type test if the number of conditional moments tested approaches infinity
    • de Jong, R.M., Bierens, H.J., 1994. On the limit behavior of a chi-squared type test if the number of conditional moments tested approaches infinity. Econometric Theory 10, 70-90.
    • (1994) Econometric Theory , vol.10 , pp. 70-90
    • De Jong, R.M.1    Bierens, H.J.2
  • 33
    • 0010668434 scopus 로고
    • Limiting behavior of generalized U-statistics of weakly dependent stationary processes
    • Khashimov, Sh.A., 1992. Limiting behavior of generalized U-statistics of weakly dependent stationary processes. Theory of Probability and Its Applications 37, 148-150.
    • (1992) Theory of Probability and Its Applications , vol.37 , pp. 148-150
    • Khashimov, S.A.1
  • 34
    • 0030367481 scopus 로고    scopus 로고
    • Nonparametric selection of regressors: The nonnested case
    • Lavergne, P., Vuong, Q.H., 1996. Nonparametric selection of regressors: the nonnested case. Econometrica 64, 207-219.
    • (1996) Econometrica , vol.64 , pp. 207-219
    • Lavergne, P.1    Vuong, Q.H.2
  • 35
    • 0034401133 scopus 로고    scopus 로고
    • Nonparametric significance testing
    • Lavergne, P., Vuong, Q.H., 2000. Nonparametric significance testing. Econometric Theory 16, 576-601.
    • (2000) Econometric Theory , vol.16 , pp. 576-601
    • Lavergne, P.1    Vuong, Q.H.2
  • 36
    • 0347468425 scopus 로고
    • Ph.D. Dissertation. Department of Economics, University of Wisconsin at Madison
    • Lee, B.J., 1988. Nonparametric tests using a kernel estimation method. Ph.D. Dissertation. Department of Economics, University of Wisconsin at Madison.
    • (1988) Nonparametric Tests Using a Kernel Estimation Method
    • Lee, B.J.1
  • 38
    • 0000637496 scopus 로고    scopus 로고
    • Consistent model specification tests for time series econometric models
    • Li, Q., 1999. Consistent model specification tests for time series econometric models. Journal of Econometrics 92, 101-147.
    • (1999) Journal of Econometrics , vol.92 , pp. 101-147
    • Li, Q.1
  • 39
    • 0000669703 scopus 로고
    • On the asymptotic distribution of differentiable statistical functions
    • von Mises, R., 1947. On the asymptotic distribution of differentiable statistical functions. Annals of Mathematical Statistics 18, 309-348.
    • (1947) Annals of Mathematical Statistics , vol.18 , pp. 309-348
    • Von Mises, R.1
  • 41
    • 0000218602 scopus 로고
    • Root n semiparametric regression
    • Robinson, P.M., 1988. Root n semiparametric regression. Econometrica 56, 931-954.
    • (1988) Econometrica , vol.56 , pp. 931-954
    • Robinson, P.M.1
  • 42
    • 0000098278 scopus 로고
    • Hypothesis testing in semiparametric and nonparametric models for econometric time series
    • Robinson, P.M., 1989. Hypothesis testing in semiparametric and nonparametric models for econometric time series. Review of Economic Studies 56, 511-534.
    • (1989) Review of Economic Studies , vol.56 , pp. 511-534
    • Robinson, P.M.1
  • 44
    • 0042304468 scopus 로고    scopus 로고
    • Ph.D. Dissertation, Department of Statistics, University of California at Berkeley
    • Sakov, A., 1998. Using the m out of n bootstrap in hypothesis testing. Ph.D. Dissertation, Department of Statistics, University of California at Berkeley.
    • (1998) Using the m out of n Bootstrap in Hypothesis Testing
    • Sakov, A.1
  • 47
    • 0001942815 scopus 로고
    • Optimal uniform rate of convergence for nonparametric estimators of a density function or its derivatives
    • Academic Press, New York
    • Stone, C.J., 1983. Optimal uniform rate of convergence for nonparametric estimators of a density function or its derivatives. Recent Advances in Statistics, Vol. 393-406. Academic Press, New York.
    • (1983) Recent Advances in Statistics , vol.393-406
    • Stone, C.J.1
  • 48
    • 38149147674 scopus 로고
    • Choice of regressors in nonparametric estimation
    • Vieu, P., 1994. Choice of regressors in nonparametric estimation. Computational Statistics and Data Analysis 17, 575-594.
    • (1994) Computational Statistics and Data Analysis , vol.17 , pp. 575-594
    • Vieu, P.1
  • 49
    • 38249003631 scopus 로고
    • Tests of specification for parametric and semiparametric models
    • Whang, Y.-J., Andrews, D.W.K., 1991. Tests of specification for parametric and semiparametric models. Journal of Econometrics 57, 277-318.
    • (1991) Journal of Econometrics , vol.57 , pp. 277-318
    • Whang, Y.-J.1    Andrews, D.W.K.2
  • 51
    • 84971946984 scopus 로고
    • A test for functional form against nonparametric alternatives
    • Wooldridge, J., 1992. A test for functional form against nonparametric alternatives. Econometric Theory 8, 452-475.
    • (1992) Econometric Theory , vol.8 , pp. 452-475
    • Wooldridge, J.1
  • 52
    • 84971904258 scopus 로고
    • Nonparametric regression tests based on an infinite dimensional least squares procedure
    • Yatchew, A.J., 1992. Nonparametric regression tests based on an infinite dimensional least squares procedure. Econometric Theory 8, 435-451.
    • (1992) Econometric Theory , vol.8 , pp. 435-451
    • Yatchew, A.J.1
  • 53
    • 0012422036 scopus 로고
    • Variable selection in nonparametric regression with continuous covariates
    • Zhang, P., 1991. Variable selection in nonparametric regression with continuous covariates. Annals of Statistics 19, 1869-1882.
    • (1991) Annals of Statistics , vol.19 , pp. 1869-1882
    • Zhang, P.1
  • 54
    • 0000617856 scopus 로고    scopus 로고
    • A consistent test of functional form via nonparametric estimation function
    • Zheng, J.X., 1996. A consistent test of functional form via nonparametric estimation function. Journal of Econometrics 75, 263-290.
    • (1996) Journal of Econometrics , vol.75 , pp. 263-290
    • Zheng, J.X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.