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Volumn 17, Issue 2, 2008, Pages 401-415

Goodness-of-fit tests in parametric regression based on the estimation of the error distribution

Author keywords

Bootstrap; Goodness of fit; Heteroscedastic regression; Model check; Nonlinear regression; Nonparametric regression; Residual distribution

Indexed keywords


EID: 48249103959     PISSN: 11330686     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11749-007-0044-z     Document Type: Article
Times cited : (66)

References (29)
  • 1
    • 0035457247 scopus 로고    scopus 로고
    • Nonparametric estimation of the residual distribution
    • Akritas MG, Van Keilegom I (2001) Nonparametric estimation of the residual distribution. Scand J Stat 28:549-568
    • (2001) Scand J Stat , vol.28 , pp. 549-568
    • Akritas, M.G.1    Van Keilegom, I.2
  • 3
    • 0023090427 scopus 로고
    • Influence of particulate pollution on the positions of neutral points in the sky in Seville (Spain)
    • Bellver C (1987) Influence of particulate pollution on the positions of neutral points in the sky in Seville (Spain). Atmos Environ 21:699-702
    • (1987) Atmos Environ , vol.21 , pp. 699-702
    • Bellver, C.1
  • 4
    • 0042171753 scopus 로고    scopus 로고
    • An empirical likelihood goodness-of-fit test for time series
    • Chen SX, Härdle W, Li M (2003) An empirical likelihood goodness-of-fit test for time series. J Roy Stat Soc Ser B 65:663-678
    • (2003) J Roy Stat Soc ser B , vol.65 , pp. 663-678
    • Chen, S.X.1    Härdle, W.2    Li, M.3
  • 5
    • 0034287152 scopus 로고    scopus 로고
    • Data sharpening methods for bias reduction in nonparametric regression
    • Choi E, Hall P, Rousson V (2000) Data sharpening methods for bias reduction in nonparametric regression. Ann Stat 28:1339-1355
    • (2000) Ann Stat , vol.28 , pp. 1339-1355
    • Choi, E.1    Hall, P.2    Rousson, V.3
  • 7
    • 0033248627 scopus 로고    scopus 로고
    • A consistent test for the functional form of a regression based on a difference of variance estimators
    • Dette H (1999) A consistent test for the functional form of a regression based on a difference of variance estimators. Ann Stat 27:1012-1040
    • (1999) Ann Stat , vol.27 , pp. 1012-1040
    • Dette, H.1
  • 8
    • 0032344431 scopus 로고    scopus 로고
    • Validation of linear regression models
    • Dette H, Munk A (1998) Validation of linear regression models. Ann Stat 26:778-800
    • (1998) Ann Stat , vol.26 , pp. 778-800
    • Dette, H.1    Munk, A.2
  • 9
    • 0038041295 scopus 로고    scopus 로고
    • Testing model assumptions in multivariate linear regression models
    • Dette H, Munk A, Wagner T (2000) Testing model assumptions in multivariate linear regression models. J Nonparametric Stat 12:309-342
    • (2000) J Nonparametric Stat , vol.12 , pp. 309-342
    • Dette, H.1    Munk, A.2    Wagner, T.3
  • 10
    • 0035633948 scopus 로고    scopus 로고
    • Generalized likelihood ratio statistics and Wilks phenomenon
    • Fan J, Zhang C, Zhang J (2001) Generalized likelihood ratio statistics and Wilks phenomenon. Ann Stat 29:153-193
    • (2001) Ann Stat , vol.29 , pp. 153-193
    • Fan, J.1    Zhang, C.2    Zhang, J.3
  • 13
    • 21344496537 scopus 로고
    • Comparing nonparametric versus parametric regression fits
    • Härdle W, Mammen E (1993) Comparing nonparametric versus parametric regression fits. Ann Stat 21:1926-1947
    • (1993) Ann Stat , vol.21 , pp. 1926-1947
    • Härdle, W.1    Mammen, E.2
  • 15
    • 0000091003 scopus 로고
    • Asymptotic properties of non-linear least-squares estimators
    • Jennrich RI (1969) Asymptotic properties of non-linear least-squares estimators. Ann Math Stat 40:633-643
    • (1969) Ann Math Stat , vol.40 , pp. 633-643
    • Jennrich, R.I.1
  • 16
    • 13744263417 scopus 로고
    • On bootstrapping M-estimated residual processes in multiple linear regression models
    • Koul HL, Lahiri SN (1994) On bootstrapping M-estimated residual processes in multiple linear regression models. J Multivar Anal 49:255-265
    • (1994) J Multivar Anal , vol.49 , pp. 255-265
    • Koul, H.L.1    Lahiri, S.N.2
  • 17
    • 4344594370 scopus 로고    scopus 로고
    • Resampling methods for nonparametric regression
    • Wiley New York
    • Mammen E (2000) Resampling methods for nonparametric regression. In: Schimek MG (ed) Smoothing and regression. Wiley, New York
    • (2000) Smoothing and Regression
    • Mammen, E.1    Schimek, M.G.2
  • 20
    • 0031520116 scopus 로고    scopus 로고
    • Nonparametric model checks for regression
    • Stute W (1997) Nonparametric model checks for regression. Ann Stat 25:613-641
    • (1997) Ann Stat , vol.25 , pp. 613-641
    • Stute, W.1
  • 23
    • 30344458997 scopus 로고    scopus 로고
    • Density and hazard estimation in censored regression models
    • Van Keilegom I, Veraverbeke N (2002) Density and hazard estimation in censored regression models. Bernoulli 8:607-625
    • (2002) Bernoulli , vol.8 , pp. 607-625
    • Van Keilegom, I.1    Veraverbeke, N.2
  • 24
    • 84950860747 scopus 로고
    • Consequences and detection of misspecified nonlinear regression models
    • White H (1981) Consequences and detection of misspecified nonlinear regression models. J Am Stat Assoc 76:419-433
    • (1981) J Am Stat Assoc , vol.76 , pp. 419-433
    • White, H.1
  • 25
    • 0002644952 scopus 로고
    • Maximum likelihood estimation of misspecified models
    • White H (1982) Maximum likelihood estimation of misspecified models. Econometrica 50:1-25
    • (1982) Econometrica , vol.50 , pp. 1-25
    • White, H.1
  • 26
    • 0000480451 scopus 로고
    • Asymptotic theory of nonlinear least-squares estimation
    • Wu CF (1981) Asymptotic theory of nonlinear least-squares estimation. Ann Stat 9:501-513
    • (1981) Ann Stat , vol.9 , pp. 501-513
    • Wu, C.F.1
  • 27
    • 0242427746 scopus 로고    scopus 로고
    • Adaptive tests of regression functions via multiscale generalized likelihood ratios
    • Zhang CM (2003) Adaptive tests of regression functions via multiscale generalized likelihood ratios. Can J Stat 31:151-171
    • (2003) Can J Stat , vol.31 , pp. 151-171
    • Zhang, C.M.1
  • 28
    • 0742289079 scopus 로고    scopus 로고
    • A power comparison between nonparametric regression tests
    • Zhang CM, Dette H (2004) A power comparison between nonparametric regression tests. Stat Probab Lett 66:289-301
    • (2004) Stat Probab Lett , vol.66 , pp. 289-301
    • Zhang, C.M.1    Dette, H.2
  • 29
    • 0038383116 scopus 로고    scopus 로고
    • Model checking of dimension-reduction type for regression
    • Zhu L-X (2003) Model checking of dimension-reduction type for regression. Stat Sin 13:283-296
    • (2003) Stat Sin , vol.13 , pp. 283-296
    • Zhu, L.-X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.