메뉴 건너뛰기




Volumn 13, Issue 3, 2001, Pages 425-451

Nonparametric bootstrap tests for neglected nonlinearity in time series regression models

Author keywords

Conditional heteroskedasticity; Conditional moment test; Functional coefficient model; GARCH; Monte carlo; Naive bootstrap; Nonlinearity; Nonparametric test; Time series; Wild bootstrap

Indexed keywords


EID: 0347117689     PISSN: 10485252     EISSN: None     Source Type: Journal    
DOI: 10.1080/10485250108832860     Document Type: Article
Times cited : (17)

References (61)
  • 1
    • 0004891939 scopus 로고
    • Goodness-of-Fit Tests for Regression Using Kernel Models
    • Princeton, UC Berkeley, and MIT
    • Aït-Sahalia, Y., Bickel, P. J. and Stoker, T. M. (1994) "Goodness-of-Fit Tests for Regression Using Kernel Models", Princeton, UC Berkeley, and MIT, Submitted to Econometrica.
    • (1994) Econometrica
    • Aït-Sahalia, Y.1    Bickel, P.J.2    Stoker, T.M.3
  • 3
    • 0000473677 scopus 로고
    • Consistent Model Specification Tests
    • Bierens, H. J. (1982) "Consistent Model Specification Tests", Journal of Econometrics, 20, 105-134.
    • (1982) Journal of Econometrics , vol.20 , pp. 105-134
    • Bierens, H.J.1
  • 4
    • 0001003419 scopus 로고    scopus 로고
    • Asymptotic Theory of Integrated Conditional Moment Tests
    • Bierens, H. J. and 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
  • 5
    • 42449156579 scopus 로고
    • Generalized Autoregressive Conditional Heteroskedasticity
    • Bollerslev, T. (1986) "Generalized Autoregressive Conditional Heteroskedasticity", Journal of Econometrics, 31, 307-327.
    • (1986) Journal of Econometrics , vol.31 , pp. 307-327
    • Bollerslev, T.1
  • 7
    • 0008598944 scopus 로고    scopus 로고
    • Consistent Hypothesis Testing in Semiparametric and Nonparametric Models for Econometric Time Series
    • Chen, X. and Fan, Y. (1999) "Consistent Hypothesis Testing in Semiparametric and Nonparametric Models for Econometric Time Series", Journal of Econometrics, 91(2), 373-401.
    • (1999) Journal of Econometrics , vol.91 , Issue.2 , pp. 373-401
    • Chen, X.1    Fan, Y.2
  • 9
    • 84936916896 scopus 로고
    • Robust Locally Weighted Regression and Smoothing Scatter Plots
    • Cleveland, W. S. (1979) "Robust Locally Weighted Regression and Smoothing Scatter Plots", Journal of American Statistical Association, 74, 829-836.
    • (1979) Journal of American Statistical Association , vol.74 , pp. 829-836
    • Cleveland, W.S.1
  • 10
    • 0033440185 scopus 로고    scopus 로고
    • The Size Distortion of Bootstrap Tests
    • Davidson, R. and MacKinnon, J. G. (1999) "The Size Distortion of Bootstrap Tests", Econometric Theory, 15(3), 361-376.
    • (1999) Econometric Theory , vol.15 , Issue.3 , pp. 361-376
    • Davidson, R.1    MacKinnon, J.G.2
  • 11
    • 0345916848 scopus 로고
    • Semiparametric Testing of Non-nested Econometric Models
    • Delgado, M. A. and Stengos, T. (1994) "Semiparametric Testing of Non-nested Econometric Models", Review of Economic Studies, 75, 345-367.
    • (1994) Review of Economic Studies , vol.75 , pp. 345-367
    • Delgado, M.A.1    Stengos, T.2
  • 12
    • 0002344794 scopus 로고
    • Bootstrapping Methods: Another Look at the Jackknife
    • Efron, B. (1979) "Bootstrapping Methods: Another Look at the Jackknife", Annals of Statistics, 7, 1-26.
    • (1979) Annals of Statistics , vol.7 , pp. 1-26
    • Efron, B.1
  • 13
    • 84950450933 scopus 로고
    • Testing the Goodness-of-Fit of the Linear Models via Non-parametric Regression Techniques
    • Eubank, R. L. and Spiegelman, C. H. (1990) "Testing the Goodness-of-Fit of the Linear Models via Non-parametric 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.L.1    Spiegelman, C.H.2
  • 15
    • 0032342961 scopus 로고    scopus 로고
    • Goodness of Fit Tests Based on Kernel Density Estimation with Fixed Smoothing Parameters
    • Fan, Y. (1998) "Goodness of Fit Tests Based on Kernel Density Estimation with Fixed Smoothing Parameters", Econometric Theory, 14, 604-621.
    • (1998) Econometric Theory , vol.14 , pp. 604-621
    • Fan, Y.1
  • 17
    • 0030353969 scopus 로고    scopus 로고
    • Consistent Model Specification Tests: Omitted Variables and Semiparametric Functional Forms
    • Fan, Y. and 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, Y.1    Li, Q.2
  • 18
    • 0031571253 scopus 로고    scopus 로고
    • A Consistent Nonparametric Test for Linearity for AR(p) Models
    • Fan, Y. and Li, Q. (1997) "A Consistent Nonparametric Test for Linearity for AR(p) Models", Economics Letters, 55, 53-59.
    • (1997) Economics Letters , vol.55 , pp. 53-59
    • Fan, Y.1    Li, Q.2
  • 19
    • 0000003676 scopus 로고    scopus 로고
    • Central Limit Theorem for Degenerate U-Statistics of Absolutely Regular Processes with Applications to Model Specification Tests
    • Fan, Y. and Li, Q. (1999) "Central Limit Theorem for Degenerate U-Statistics of Absolutely Regular Processes with Applications to Model Specification Tests", Journal of Nonparametric Statistics, 10, 245-271.
    • (1999) Journal of Nonparametric Statistics , vol.10 , pp. 245-271
    • Fan, Y.1    Li, Q.2
  • 20
    • 0347178756 scopus 로고    scopus 로고
    • Asymptotic Normality of a Combined Regression Estimator
    • Fan, Y. and Ullah, A. (1999) "Asymptotic Normality of a Combined Regression Estimator", forthcoming, Journal of Multivariate Analysis.
    • (1999) Journal of Multivariate Analysis
    • Fan, Y.1    Ullah, A.2
  • 21
    • 33744790321 scopus 로고
    • A Consistent Model Specification Test for Nonparametric Estimation of Regression Function Models
    • Gozalo, P. L. (1993) "A Consistent Model Specification Test for Nonparametric Estimation of Regression Function Models", Econometric Theory, 9, 451-477.
    • (1993) Econometric Theory , vol.9 , pp. 451-477
    • Gozalo, P.L.1
  • 23
    • 0041939645 scopus 로고    scopus 로고
    • A Simple Nonlinear Time Series Model with Misleading Linear Properties
    • Granger, C. W. J. and Teräsvirta, T. (1999) "A Simple Nonlinear Time Series Model with Misleading Linear Properties", Economics Letters, 62, 161-165.
    • (1999) Economics Letters , vol.62 , pp. 161-165
    • Granger, C.W.J.1    Teräsvirta, T.2
  • 24
    • 77956887690 scopus 로고
    • Modeling Nonlinear Vibrations Using an Amplitude-dependent Autoregressive Time Series Model
    • Haggan, V. and Ozaki, T. (1981) "Modeling Nonlinear Vibrations Using an Amplitude-dependent Autoregressive Time Series Model", Biometrika, 68, 189-196.
    • (1981) Biometrika , vol.68 , pp. 189-196
    • Haggan, V.1    Ozaki, T.2
  • 27
    • 21344496537 scopus 로고
    • Comparing Nonparametric versus Parametric Regression Fits
    • Hardie, 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
    • Hardie, W.1    Mammen, E.2
  • 28
    • 0040971346 scopus 로고
    • Nonparametric Tests of Linearity for Time Series
    • Hjellvik, V. and Tjøstheim, D. (1995) "Nonparametric Tests of Linearity for Time Series", Biometrika, 82, 351-368.
    • (1995) Biometrika , vol.82 , pp. 351-368
    • Hjellvik, V.1    Tjøstheim, D.2
  • 29
    • 0001244469 scopus 로고    scopus 로고
    • Nonparametric Statistics for Testing of Linearity and Serial Independence
    • Hjellvik, V. and Tjøstheim, D. (1998) "Nonparametric Statistics for Testing of Linearity and Serial Independence", Journal of Nonparametric Statistics, 6, 223-251.
    • (1998) Journal of Nonparametric Statistics , vol.6 , pp. 223-251
    • Hjellvik, V.1    Tjøstheim, D.2
  • 31
    • 0029423775 scopus 로고
    • Consistent Specification Testing via Nonparametric Series Regression
    • Hong, Y. and 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
  • 33
    • 0030367481 scopus 로고    scopus 로고
    • Nonparametric Selection of Regressors: The Nonnested Case
    • Lavergne, P. and Vuong, Q. (1996) "Nonparametric Selection of Regressors: the Nonnested Case", Econometrica, 64, 207-219.
    • (1996) Econometrica , vol.64 , pp. 207-219
    • Lavergne, P.1    Vuong, Q.2
  • 34
    • 0008563692 scopus 로고
    • A Heteroskedasticity Test Robust to Conditional Mean Misspecification
    • Lee, B.-J. (1992) "A Heteroskedasticity Test Robust to Conditional Mean Misspecification", Economelrica, 60, 159-171.
    • (1992) Economelrica , vol.60 , pp. 159-171
    • Lee, B.-J.1
  • 35
    • 43949168783 scopus 로고
    • Testing for Neglected Nonlinearity in Time Series Models: A Comparison of Neural Network Methods and Alternative Tests
    • Lee, T.-H., White, H. and Granger, C. W. J. (1993) "Testing for Neglected Nonlinearity in Time Series Models: A Comparison of Neural Network Methods and Alternative Tests", Journal of Econometrics, 56, 269-290.
    • (1993) Journal of Econometrics , vol.56 , pp. 269-290
    • Lee, T.-H.1    White, H.2    Granger, C.W.J.3
  • 37
    • 0040525867 scopus 로고
    • Consistent Nonparametric Testing with an Application to Testing Slutsky Symmetry
    • Lewbel, A. (1995) "Consistent Nonparametric Testing with an Application to Testing Slutsky Symmetry", Journal of Econometrics, 67, 379-401.
    • (1995) Journal of Econometrics , vol.67 , pp. 379-401
    • Lewbel, A.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(1), 101-147.
    • (1999) Journal of Econometrics , vol.92 , Issue.1 , pp. 101-147
    • Li, Q.1
  • 40
    • 0346937817 scopus 로고    scopus 로고
    • A Simple Consistent Bootstrap Test for a Parametric Regression Function
    • Li, Q. and Wang, S. (1998) "A Simple Consistent Bootstrap Test for a Parametric Regression Function", Journal of Econometrics, 87(1), 145-165.
    • (1998) Journal of Econometrics , vol.87 , Issue.1 , pp. 145-165
    • Li, Q.1    Wang, S.2
  • 42
    • 0000712557 scopus 로고
    • Bootstrap Procedures under Some Non-iid Models
    • Liu, R. Y. (1988) "Bootstrap Procedures under Some Non-iid Models", Annals of Statistics, 16, 1697-1708.
    • (1988) Annals of Statistics , vol.16 , pp. 1697-1708
    • Liu, R.Y.1
  • 47
    • 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
  • 48
    • 21844518517 scopus 로고
    • Multivariate Locally Weighted Least Squares Regression
    • Ruppert, D. and Wand, M. P. (1994) "Multivariate Locally Weighted Least Squares Regression", Annals of Statistics, 22, 1346-1370.
    • (1994) Annals of Statistics , vol.22 , pp. 1346-1370
    • Ruppert, D.1    Wand, M.P.2
  • 50
    • 0000388992 scopus 로고
    • Consistent Nonparametric Regression
    • Stone, C. J. (1977) "Consistent Nonparametric Regression", Annals of Statistics, 5, 595-645.
    • (1977) Annals of Statistics , vol.5 , pp. 595-645
    • Stone, C.J.1
  • 53
    • 0012281194 scopus 로고
    • Specification Analysis of Econometric Models
    • Ullah, A. (1985) "Specification Analysis of Econometric Models", Journal of Quantitative Economics, 1, 187-209.
    • (1985) Journal of Quantitative Economics , vol.1 , pp. 187-209
    • Ullah, A.1
  • 54
    • 0347142324 scopus 로고    scopus 로고
    • Nonparametric Kernel Methods of Estimation and Hypothesis Testing
    • Baltagi, B. (Ed.), Basil Blackwell, U.K.
    • Ullah, A. (1999) "Nonparametric Kernel Methods of Estimation and Hypothesis Testing", forthcoming, Companion in Econometric Theory, Baltagi, B. (Ed.), Basil Blackwell, U.K.
    • (1999) Companion in Econometric Theory
    • Ullah, A.1
  • 55
    • 70350342021 scopus 로고
    • General Nonparametric Regression Estimation and Testing in Econometrics
    • Maddala, G. S., Rao, C. R. and Vinod, H. D. (Eds.), Amsterdam, Elsevier Publishing Co.
    • Ullah, A. and Vinod, H. D. (1993) "General Nonparametric Regression Estimation and Testing in Econometrics", In: Maddala, G. S., Rao, C. R. and Vinod, H. D. (Eds.) Handbook of Statistics, 11, Amsterdam, Elsevier Publishing Co., 85-116.
    • (1993) Handbook of Statistics , vol.11 , pp. 85-116
    • Ullah, A.1    Vinod, H.D.2
  • 56
    • 0001762424 scopus 로고
    • Smooth Regression Analysis
    • Watson, G. S. (1964) "Smooth Regression Analysis", Sankhya, Series A, 26, 359-372.
    • (1964) Sankhya, Series A , vol.26 , pp. 359-372
    • Watson, G.S.1
  • 57
    • 38249003631 scopus 로고
    • Testing of Specification for Parametric and Semiparametric Models
    • Whang, Y. J. and Andrews, D. W. K. (1993) "Testing of Specification for Parametric and Semiparametric Models", Journal of Econometrics, 57, 277-318.
    • (1993) Journal of Econometrics , vol.57 , pp. 277-318
    • Whang, Y.J.1    Andrews, D.W.K.2
  • 58
    • 84971946984 scopus 로고
    • A Test for Functional Form Against Nonparametric Alternatives
    • Wooldridge, J. M. (1992) "A Test for Functional Form Against Nonparametric Alternatives", Econometric Theory, 8, 452-475.
    • (1992) Econometric Theory , vol.8 , pp. 452-475
    • Wooldridge, J.M.1
  • 59
    • 0001673027 scopus 로고
    • Jackknife, Bootstrap, and Other Resampling Methods in Regression Analysis
    • Wu, C. F. J. (1986) "Jackknife, Bootstrap, and Other Resampling Methods in Regression Analysis", Annals of Statistics, 14, 1261-1350.
    • (1986) Annals of Statistics , vol.14 , pp. 1261-1350
    • Wu, C.F.J.1
  • 60
    • 84971904258 scopus 로고
    • Nonparametric Regression Tests Based on Least Squares
    • Yatchew, A. J. (1992) "Nonparametric Regression Tests Based on Least Squares", Econometric Theory, 8, 435-451.
    • (1992) Econometric Theory , vol.8 , pp. 435-451
    • Yatchew, A.J.1
  • 61
    • 0000617856 scopus 로고    scopus 로고
    • A Consistent Test of Functional Form via Nonparametric Estimation Techniques
    • Zheng, J. X. (1996) "A Consistent Test of Functional Form via Nonparametric Estimation Techniques", Journal of Econometrics, 75(2), 263-289.
    • (1996) Journal of Econometrics , vol.75 , Issue.2 , pp. 263-289
    • Zheng, J.X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.