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Increasing the power: A practical approach to goodness-of-fit test for logistic regression models with continuous predictors

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  • Xie, Xian-Jin
  • Pendergast, Jane
  • Clarke, William

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  • Xie, Xian-Jin & Pendergast, Jane & Clarke, William, 2008. "Increasing the power: A practical approach to goodness-of-fit test for logistic regression models with continuous predictors," Computational Statistics & Data Analysis, Elsevier, vol. 52(5), pages 2703-2713, January.
    • Handle: RePEc:eee:csdana:v:52:y:2008:i:5:p:2703-2713
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    References listed on IDEAS

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    1. Yu Xie & Charles F. Manski, 1989. "The Logit Model and Response-Based Samples," Sociological Methods & Research, , vol. 17(3), pages 283-302, February.
    2. J. B. Copas, 1989. "Unweighted Sum of Squares Test for Proportions," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 38(1), pages 71-80, March.
    3. Orme, Christopher, 1988. "The Calculation of the Information Matrix Test for Binary Data Models," The Manchester School of Economic & Social Studies, University of Manchester, vol. 56(4), pages 370-376, December.
    4. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
    5. J. B. Copas, 1983. "Plotting p Against X," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 32(1), pages 25-31, March.
    6. Joseph Pigeon & Joseph Heyse, 1999. "A cautionary note about assessing the fit of logistic regression models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 26(7), pages 847-853.
    7. Glenn Milligan, 1980. "An examination of the effect of six types of error perturbation on fifteen clustering algorithms," Psychometrika, Springer;The Psychometric Society, vol. 45(3), pages 325-342, September.
    8. D. A. Williams, 1987. "Generalized Linear Model Diagnostics Using the Deviance and Single Case Deletions," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 36(2), pages 181-191, June.
    9. Glenn Milligan, 1981. "A monte carlo study of thirty internal criterion measures for cluster analysis," Psychometrika, Springer;The Psychometric Society, vol. 46(2), pages 187-199, June.
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    Cited by:

    1. Ying Liu & Paul Nelson & Shie-Shien Yang, 2012. "An omnibus lack of fit test in logistic regression with sparse data," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 21(4), pages 437-452, November.

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