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Volumn 143, Issue 1, 2008, Pages 143-165

Specification testing for regression models with dependent data

Author keywords

Frequency domain bootstrap; Functional specification; Nonparametric kernel regression; Variable selection

Indexed keywords

MONTE CARLO METHODS; REGRESSION ANALYSIS; SPECIFICATIONS;

EID: 38149088859     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jeconom.2007.08.013     Document Type: Article
Times cited : (6)

References (44)
  • 1
    • 0001643055 scopus 로고
    • Consistent autoregressive spectral estimates
    • Berk K.N. Consistent autoregressive spectral estimates. The Annals of Statistics 2 (1974) 489-502
    • (1974) The Annals of Statistics , vol.2 , pp. 489-502
    • Berk, K.N.1
  • 2
    • 0000797991 scopus 로고
    • On some global measures of the deviations of density function estimates
    • Bickel P.J., and Rosenblatt M. On some global measures of the deviations of density function estimates. The Annals of Statistics 1 (1973) 1071-1095
    • (1973) The Annals of Statistics , vol.1 , pp. 1071-1095
    • Bickel, P.J.1    Rosenblatt, M.2
  • 3
    • 0001003419 scopus 로고    scopus 로고
    • Asymptotic theory of integrated conditional moment test
    • Bierens H., and Ploberger W. Asymptotic theory of integrated conditional moment test. Econometrica 65 (1997) 1153-1174
    • (1997) Econometrica , vol.65 , pp. 1153-1174
    • Bierens, H.1    Ploberger, W.2
  • 6
    • 85015431832 scopus 로고    scopus 로고
    • Sieve-bootstrap for time series
    • Bühlmann P. Sieve-bootstrap for time series. Bernoulli 3 (1997) 123-148
    • (1997) Bernoulli , vol.3 , pp. 123-148
    • Bühlmann, P.1
  • 7
    • 0000375032 scopus 로고
    • Bootstrapping empirical functions
    • Csörgo{combining double acute accent} S., and Mason D.M. Bootstrapping empirical functions. The Annals of Statistics 17 (1989) 1447-1471
    • (1989) The Annals of Statistics , vol.17 , pp. 1447-1471
    • Csörgo, S.1    Mason, D.M.2
  • 8
    • 0000079883 scopus 로고
    • Nonparametric regression under long-range dependent normal errors
    • Csörgo{combining double acute accent} S., and Mielniczuk J. Nonparametric regression under long-range dependent normal errors. The Annals of Statistics 23 (1995) 1000-1014
    • (1995) The Annals of Statistics , vol.23 , pp. 1000-1014
    • Csörgo, S.1    Mielniczuk, J.2
  • 9
    • 0030366077 scopus 로고    scopus 로고
    • A frequency domain bootstrap for ratio statistics in time series analysis
    • Dahlhaus R., and Janas D. A frequency domain bootstrap for ratio statistics in time series analysis. The Annals of Statistics 24 (1996) 1934-1963
    • (1996) The Annals of Statistics , vol.24 , pp. 1934-1963
    • Dahlhaus, R.1    Janas, D.2
  • 10
    • 0002231124 scopus 로고
    • Tests for Hurst effect
    • Davies R.B., and Harte D.S. Tests for Hurst effect. Biometrika 74 (1987) 95-101
    • (1987) Biometrika , vol.74 , pp. 95-101
    • Davies, R.B.1    Harte, D.S.2
  • 11
    • 0035470897 scopus 로고    scopus 로고
    • Significance testing in nonparametric regression based on the bootstrap
    • Delgado M.A., and Gonzalez-Manteiga W. Significance testing in nonparametric regression based on the bootstrap. The Annals of Statistics 29 (2001) 1469-1507
    • (2001) The Annals of Statistics , vol.29 , pp. 1469-1507
    • Delgado, M.A.1    Gonzalez-Manteiga, W.2
  • 12
    • 33644886281 scopus 로고    scopus 로고
    • Distribution free goodness-of-fit tests for linear processes
    • Delgado M.A., Hidalgo J., and Velasco C. Distribution free goodness-of-fit tests for linear processes. The Annals of Statistics 33 (2005) 2568-2609
    • (2005) The Annals of Statistics , vol.33 , pp. 2568-2609
    • Delgado, M.A.1    Hidalgo, J.2    Velasco, C.3
  • 13
    • 0002344794 scopus 로고
    • Bootstrap methods: another look at the jackknife
    • Efron B. Bootstrap methods: another look at the jackknife. The Annals of Statistics 7 (1979) 1-26
    • (1979) The Annals of Statistics , vol.7 , pp. 1-26
    • Efron, B.1
  • 14
    • 84950450933 scopus 로고
    • Testing the goodness of fit of a linear model via nonparametric functional forms
    • Eubank R., and Spiegelman S. Testing the goodness of fit of a linear model via nonparametric functional forms. Journal of the American Statistical Association 85 (1990) 387-392
    • (1990) Journal of the American Statistical Association , vol.85 , pp. 387-392
    • Eubank, R.1    Spiegelman, S.2
  • 15
    • 0030353969 scopus 로고    scopus 로고
    • Consistent model specification test: omitted variables and semiparametric functional forms
    • Fan Y., and Li Q. Consistent model specification test: omitted variables and semiparametric functional forms. Econometrica 64 (1996) 865-890
    • (1996) Econometrica , vol.64 , pp. 865-890
    • Fan, Y.1    Li, Q.2
  • 16
    • 0000631354 scopus 로고
    • Necessary conditions for the bootstrap of the mean
    • Giné E., and Zinn J. Necessary conditions for the bootstrap of the mean. The Annals of Statistics 17 (1989) 684-691
    • (1989) The Annals of Statistics , vol.17 , pp. 684-691
    • Giné, E.1    Zinn, J.2
  • 17
    • 21344496537 scopus 로고
    • Comparing nonparametric versus parametric regression fits
    • Härdle W., and Mammen E. Comparing nonparametric versus parametric regression fits. The Annals of Statistics 21 (1993) 1926-1947
    • (1993) The Annals of Statistics , vol.21 , pp. 1926-1947
    • Härdle, W.1    Mammen, E.2
  • 18
    • 0002410565 scopus 로고    scopus 로고
    • Nonparametric estimation with strongly dependent multivariate time series
    • Hidalgo J. Nonparametric estimation with strongly dependent multivariate time series. Journal of Time Series Analysis 18 (1997) 95-122
    • (1997) Journal of Time Series Analysis , vol.18 , pp. 95-122
    • Hidalgo, J.1
  • 19
    • 0012470758 scopus 로고    scopus 로고
    • Nonparametric tests for model selection with time series data
    • Hidalgo J. Nonparametric tests for model selection with time series data. Test 8 (1999) 365-398
    • (1999) Test , vol.8 , pp. 365-398
    • Hidalgo, J.1
  • 20
    • 0012794758 scopus 로고    scopus 로고
    • Nonparametric test for causality with long-range dependence
    • Hidalgo J. Nonparametric test for causality with long-range dependence. Econometrica 68 (2000) 1465-1490
    • (2000) Econometrica , vol.68 , pp. 1465-1490
    • Hidalgo, J.1
  • 21
    • 0347354951 scopus 로고    scopus 로고
    • An alternative bootstrap to moving blocks for time series regression models
    • Hidalgo J. An alternative bootstrap to moving blocks for time series regression models. Journal of Econometrics 117 (2003) 369-399
    • (2003) Journal of Econometrics , vol.117 , pp. 369-399
    • Hidalgo, J.1
  • 22
    • 38149060558 scopus 로고    scopus 로고
    • Hidalgo, J., 2007. Specification testing for regression models with dependent data. STICERD econometric series, London School of Economics.
  • 23
    • 0001561776 scopus 로고
    • A remark on Hausman's specification test
    • Holly A. A remark on Hausman's specification test. Econometrica 50 (1982) 749-760
    • (1982) Econometrica , vol.50 , pp. 749-760
    • Holly, A.1
  • 24
    • 0029423775 scopus 로고
    • Consistent specification testing via nonparametric series regressions
    • Hong Y., and White H. Consistent specification testing via nonparametric series regressions. Econometrica 63 (1995) 1133-1159
    • (1995) Econometrica , vol.63 , pp. 1133-1159
    • Hong, Y.1    White, H.2
  • 25
    • 0012650280 scopus 로고    scopus 로고
    • Model selection for broadband semiparametric estimation of long-memory in time series
    • Hurvich C.M. Model selection for broadband semiparametric estimation of long-memory in time series. Journal of Time Series Analysis 22 (2001) 679-709
    • (2001) Journal of Time Series Analysis , vol.22 , pp. 679-709
    • Hurvich, C.M.1
  • 26
    • 38149071408 scopus 로고    scopus 로고
    • Hurvich, C.M., Zeger, S.L., 1987. Frequency domain bootstrap methods for time series. Technical Report, vol. 87-115, Graduate School of Business Administration, New York University.
  • 28
    • 0042559817 scopus 로고
    • Probabilities of maximal deviation for nonparametric regression function estimates
    • Johnston G.J. Probabilities of maximal deviation for nonparametric regression function estimates. Journal of Multivariate Analysis 12 (1982) 402-414
    • (1982) Journal of Multivariate Analysis , vol.12 , pp. 402-414
    • Johnston, G.J.1
  • 29
    • 0033243865 scopus 로고    scopus 로고
    • Nonparametric model checks for time series
    • Koul H.L., and Stute W. Nonparametric model checks for time series. The Annals of Statistics 27 (1999) 204-236
    • (1999) The Annals of Statistics , vol.27 , pp. 204-236
    • Koul, H.L.1    Stute, W.2
  • 30
    • 38149121270 scopus 로고    scopus 로고
    • Kreiss, J.-P., 1988. Asymptotic statistical inference for a class of stochastic processes. Habilitationsschrift, Fachbereich Mathematik, Univ. Hamburg.
  • 31
    • 1442310916 scopus 로고    scopus 로고
    • Autoregressive-aided periodogram bootstrap for time series
    • Kreiss J.-P., and Paparoditis E. Autoregressive-aided periodogram bootstrap for time series. The Annals of Statistics 31 (2003) 1923-1955
    • (2003) The Annals of Statistics , vol.31 , pp. 1923-1955
    • Kreiss, J.-P.1    Paparoditis, E.2
  • 32
    • 0000181737 scopus 로고
    • The jackknife and the bootstrap for general stationary observations
    • Künsch H.A. The jackknife and the bootstrap for general stationary observations. The Annals of Statistics 17 (1989) 1217-1241
    • (1989) The Annals of Statistics , vol.17 , pp. 1217-1241
    • Künsch, H.A.1
  • 34
    • 38149051998 scopus 로고    scopus 로고
    • Prichard, D., Theiler, J., 1994. Generating surrogate data for time series with several simultaneously measured variables. Working paper #94-04-023, Santa Fe Institute.
  • 35
    • 0000361085 scopus 로고
    • Automatic frequency domain inference on semiparametric and nonparametric models
    • Robinson P.M. Automatic frequency domain inference on semiparametric and nonparametric models. Econometrica 59 (1991) 1329-1363
    • (1991) Econometrica , vol.59 , pp. 1329-1363
    • Robinson, P.M.1
  • 36
    • 0000668540 scopus 로고
    • Log-periodogram regression for time series with long range dependence
    • Robinson P.M. Log-periodogram regression for time series with long range dependence. The Annals of Statistics 23 (1995) 1048-1072
    • (1995) The Annals of Statistics , vol.23 , pp. 1048-1072
    • Robinson, P.M.1
  • 37
    • 21344446855 scopus 로고
    • Gaussian semiparametric estimation of long-range dependence
    • Robinson P.M. Gaussian semiparametric estimation of long-range dependence. The Annals of Statistics 23 (1995) 1630-1661
    • (1995) The Annals of Statistics , vol.23 , pp. 1630-1661
    • Robinson, P.M.1
  • 38
    • 0031524928 scopus 로고    scopus 로고
    • Large-sample inference for nonparametric regression with dependent errors
    • Robinson P.M. Large-sample inference for nonparametric regression with dependent errors. The Annals of Statistics 25 (1997) 2054-2083
    • (1997) The Annals of Statistics , vol.25 , pp. 2054-2083
    • Robinson, P.M.1
  • 39
    • 0031520116 scopus 로고    scopus 로고
    • Nonparametric model checks for regression
    • Stute W. Nonparametric model checks for regression. The Annals of Statistics 25 (1997) 613-641
    • (1997) The Annals of Statistics , vol.25 , pp. 613-641
    • Stute, W.1
  • 40
    • 38149025326 scopus 로고    scopus 로고
    • Theiler, J., Galdrikian, B., Longtin, A., Eubank, S., Farmer, J.D., 1992. Using surrogate data to detect nonlinearity in time series. In: Casdagli, M., Eubank, S. (Eds.), A proceedings volume in the Santa Fe Institute Studies in the Sciences of Complexity. Nonlinear Modeling and Forecasting. pp. 163-188.
  • 41
    • 0037689173 scopus 로고    scopus 로고
    • Strong approximation for long memory processes with applications
    • Wang Q., Lin Y.-X., and Gulati C.M. Strong approximation for long memory processes with applications. Journal of Theoretical Probability 16 (2003) 377-389
    • (2003) Journal of Theoretical Probability , vol.16 , pp. 377-389
    • Wang, Q.1    Lin, Y.-X.2    Gulati, C.M.3
  • 42
    • 0039198450 scopus 로고
    • On the maximum deviation of the sample density
    • Woodroofe M. On the maximum deviation of the sample density. Annals of Mathematical Statistics 38 (1967) 475-481
    • (1967) Annals of Mathematical Statistics , vol.38 , pp. 475-481
    • Woodroofe, M.1
  • 44
    • 0000617856 scopus 로고    scopus 로고
    • A consistent test of functional form via nonparametric estimation techniques
    • Zheng J.X. A consistent test of functional form via nonparametric estimation techniques. Journal of Econometrics 75 (1996) 263-289
    • (1996) Journal of Econometrics , vol.75 , pp. 263-289
    • Zheng, J.X.1


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