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Original Articles

Nonparametric smoothing in modeling logistic regression

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Pages 381-395 | Received 01 Mar 2005, Published online: 14 Jun 2013

References

  • Caplehorn , J. 1991 . Methadone dosage and retention of patients in maintenance treatment . Medical Journal of Australia , 154 : 195 – 199 .
  • Cessie , S. and Houwelingen , J. C. 1991 . A goodness-of-fit for binary regression models based on smoothing methods . Biometrics , 47 : 1267 – 1282 .
  • Cessie , S. and Houwelingen , J. C. 1995 . Testing the fit of a regression model via score tests in random effects models . Biometrics , 51 : 600 – 614 .
  • Cleveland , W. S. 1979 . Robust locally weighted regression and smoothing scatter plots . J. Amer. Statist. Asso. , 74 : 829 – 836 .
  • Cox , D. R. and Hinkley , D. V. 1974 . Theoretical Statistics , London : Chapman and Hall .
  • Fan , J. 1992 . Design-adaptive non-parametric regression . J. Amer. Statist. Asso. , 87 : 998 – 1004 .
  • Fowlkes , E. B. 1987 . Some diagnostics for binary logistic regression via smoothing . Biometrika , 74 : 503 – 515 .
  • Hart , J. D. 1997 . Non-parametric Smoothing and Lack-of-fit Tests , New York : Springer .
  • Hosmer , D. W. and Lemeshow , S. L. 1980 . A goodness-of-fit for the multiple logistic regression model . Communications in Statistics , A10 : 1043 – 1069 .
  • Hosmer , D. W. and Lemeshow , S. L. 2000 . Applied Logistic Regression , New York : Wiley .
  • Hosmer , D. W. and Hjort , L. 2002 . Goodness-of-fit processes for logistic regression: simulation results . Statistics in Medicine , 21 : 2723 – 2738 .
  • Kay , R. and Little , S. 1997 . Transformations of the explanatory variables in the logistic regression model for binary data . Biometrika , 74 : 495 – 501 .
  • Lin , K. C. and Chen , Y. J. 2005 . Testing the goodness-of-fit of logistic models based on local linear smoothing . Journal of Information and Management Sciences , 16 ( 2 ) June
  • Müller , H. G. 1987 . Weighted local regression and kernel methods for non-parametric curve fitting . J. Amer. Statist. Asso. , 82 : 231 – 238 .
  • Pulkstenis , E. and Robinson , T. J. 2002 . Two goodness-of-fit tests for logistic regression models with continuous covariates . Statistics in Medicine , 21 : 79 – 93 .
  • Royston , P. 1992 . The use of cusums and other techniques in modeling continuous covariates in logistic regression . Statistics in Medicine , 11 : 1115 – 1129 .
  • Stone , C. J. 1977 . Consistent non-parametric regression . Ann. Statist. , 5 : 595 – 620 .

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