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Volumn 54, Issue 8, 2010, Pages 1942-1951

Goodness-of-fit tests for the error distribution in nonparametric regression

Author keywords

Bandwidth selection; Bootstrap; Error distribution; Goodness of fit tests; Local polynomial estimation; Nonparametric regression

Indexed keywords

BANDWIDTH SELECTIONS; ERROR DISTRIBUTION; ERROR DISTRIBUTIONS; GOODNESS-OF-FIT TEST; GOODNESS-OF-FIT TESTS; NON-PARAMETRIC REGRESSION;

EID: 77950867371     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2010.02.010     Document Type: Article
Times cited : (12)

References (19)
  • 1
    • 0035457247 scopus 로고    scopus 로고
    • Nonparametric estimation of the residuals distribution
    • Akritas M.G., and Van Keilegom I. Nonparametric estimation of the residuals distribution. Scand. J. Statist. 28 (2001) 549-567
    • (2001) Scand. J. Statist. , vol.28 , pp. 549-567
    • Akritas, M.G.1    Van Keilegom, I.2
  • 3
    • 0141904053 scopus 로고    scopus 로고
    • Estimation of semiparametric models when the criterion function is not smooth
    • Chen X., Linton O., and Van Keilegom I. Estimation of semiparametric models when the criterion function is not smooth. Econometrica 71 (2003) 1591-1608
    • (2003) Econometrica , vol.71 , pp. 1591-1608
    • Chen, X.1    Linton, O.2    Van Keilegom, I.3
  • 4
    • 32444444119 scopus 로고    scopus 로고
    • Regional residual plots for assessing the fit of linear regression models
    • Deschepper E., Thas O., and Ottoy J.P. Regional residual plots for assessing the fit of linear regression models. Comput. Statist. Data Anal. 50 (2006) 1995-2013
    • (2006) Comput. Statist. Data Anal. , vol.50 , pp. 1995-2013
    • Deschepper, E.1    Thas, O.2    Ottoy, J.P.3
  • 5
    • 0033248627 scopus 로고    scopus 로고
    • A consistent test for the functional form of a regression based on a difference of variance estimators
    • Dette H. A consistent test for the functional form of a regression based on a difference of variance estimators. Ann. Statist. 27 (1999) 1012-1040
    • (1999) Ann. Statist. , vol.27 , pp. 1012-1040
    • Dette, H.1
  • 6
    • 0032344431 scopus 로고    scopus 로고
    • Validation of linear regression models
    • Dette H., and Munk A. Validation of linear regression models. Ann. Statist. 26 (1998) 778-800
    • (1998) Ann. Statist. , vol.26 , pp. 778-800
    • Dette, H.1    Munk, A.2
  • 7
    • 35648990428 scopus 로고    scopus 로고
    • A new test for the parametric form of the variance function in nonparametric regression
    • Dette H., Neumeyer N., and Van Keilegom I. A new test for the parametric form of the variance function in nonparametric regression. J. R. Stat. Soc. Ser. B 69 (2007) 903-917
    • (2007) J. R. Stat. Soc. Ser. B , vol.69 , pp. 903-917
    • Dette, H.1    Neumeyer, N.2    Van Keilegom, I.3
  • 8
    • 0035633948 scopus 로고    scopus 로고
    • Generalized likelihood ratio statistics and Wilks phenomenon
    • Fan J., Zhang C., and Zhang J. Generalized likelihood ratio statistics and Wilks phenomenon. Ann. Statist. 29 (2001) 153-193
    • (2001) Ann. Statist. , vol.29 , pp. 153-193
    • Fan, J.1    Zhang, C.2    Zhang, J.3
  • 9
    • 21344496537 scopus 로고
    • Comparing non parametric versus parametric regression fits
    • Härdle W., and Mammen E. Comparing non parametric versus parametric regression fits. Ann. Statist. 21 (1993) 1926-1947
    • (1993) Ann. Statist. , vol.21 , pp. 1926-1947
    • Härdle, W.1    Mammen, E.2
  • 10
    • 34648823381 scopus 로고    scopus 로고
    • Omnibus tests for the error distribution in the linear regression model
    • Huskova M., and Meintanis S.G. Omnibus tests for the error distribution in the linear regression model. Statistics 41 (2007) 363-376
    • (2007) Statistics , vol.41 , pp. 363-376
    • Huskova, M.1    Meintanis, S.G.2
  • 11
    • 77950339635 scopus 로고    scopus 로고
    • Huskova, M., Meintanis, S.G., 2010. Tests for the error distribution in nonparametric possibly heteroscedastic regression models, TEST (in press).
    • Huskova, M., Meintanis, S.G., 2010. Tests for the error distribution in nonparametric possibly heteroscedastic regression models, TEST (in press).
  • 12
    • 22944482805 scopus 로고    scopus 로고
    • Testing goodness of fit for the distribution of errors in multivariate linear models
    • Jiménez Gamero M.D., Muñoz García J., and Pino Mejías R. Testing goodness of fit for the distribution of errors in multivariate linear models. J. Multivariate Anal. 95 (2005) 301-322
    • (2005) J. Multivariate Anal. , vol.95 , pp. 301-322
    • Jiménez Gamero, M.D.1    Muñoz García, J.2    Pino Mejías, R.3
  • 13
    • 70449436403 scopus 로고    scopus 로고
    • Specification tests for the distribution of errors in nonparametric regression: A martingale approach
    • Mora J., and Pérez-Alonso A. Specification tests for the distribution of errors in nonparametric regression: A martingale approach. J. Nonparametr. Stat. 21 (2009) 441-452
    • (2009) J. Nonparametr. Stat. , vol.21 , pp. 441-452
    • Mora, J.1    Pérez-Alonso, A.2
  • 14
    • 67949109563 scopus 로고    scopus 로고
    • Smooth residual bootstrap for empirical processes of nonparametric regression residuals
    • Neumeyer N. Smooth residual bootstrap for empirical processes of nonparametric regression residuals. Scand. J. Statist. 36 (2009) 204-228
    • (2009) Scand. J. Statist. , vol.36 , pp. 204-228
    • Neumeyer, N.1
  • 15
    • 33745311451 scopus 로고    scopus 로고
    • Bootstrap tests for the error distribution in linear and nonparametric regression models
    • Neumeyer N., Dette H., and Nagel E.-R. Bootstrap tests for the error distribution in linear and nonparametric regression models. Aust. N. Z. J. Stat. 48 (2006) 129-156
    • (2006) Aust. N. Z. J. Stat. , vol.48 , pp. 129-156
    • Neumeyer, N.1    Dette, H.2    Nagel, E.-R.3
  • 16
    • 77249150865 scopus 로고    scopus 로고
    • Estimating the error distribution in nonparametric multiple regression with applications to model testing
    • Neumeyer N., and Van Keilegom I. Estimating the error distribution in nonparametric multiple regression with applications to model testing. J. Multivariate Anal. 101 (2010) 1067-1078
    • (2010) J. Multivariate Anal. , vol.101 , pp. 1067-1078
    • Neumeyer, N.1    Van Keilegom, I.2
  • 17
    • 0031520116 scopus 로고    scopus 로고
    • Nonparametric model checks for regression
    • Stute W. Nonparametric model checks for regression. Ann. Statist. 25 (1997) 613-641
    • (1997) Ann. Statist. , vol.25 , pp. 613-641
    • Stute, W.1
  • 19
    • 48249103959 scopus 로고    scopus 로고
    • Goodness-of-fit tests in parametric regression based on the estimation of the error distribution
    • Van Keilegom I., González Manteiga W., and Sánchez Sellero C. Goodness-of-fit tests in parametric regression based on the estimation of the error distribution. TEST 17 (2008) 401-415
    • (2008) TEST , vol.17 , pp. 401-415
    • Van Keilegom, I.1    González Manteiga, W.2    Sánchez Sellero, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.