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Goodness-of-Fit Tests for GEE Modeling with Binary Responses

Goodness-of-Fit Tests for GEE Modeling with Binary Responses,H. Barnhart

Goodness-of-Fit Tests for GEE Modeling with Binary Responses   (Citations: 26)
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Published in 1998.
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    • ...statistic, which is suitable for complex survey designs, was computed to assess the fit of each model (Barnhart and Williamson 1998)...

    Kathryn M. Yountet al. Domestic Violence Against Married Women in Egypt

    • ...To the best of our knowledge, there is currently no established and easily accessible method of testing for the goodness of model fit for the quasi-likelihood based GEE model ...

    Amara E. Ezeamamaet al. The Synergistic Effect of Concomitant Schistosomiasis, Hookworm, and T...

    • ...Summary statistics derived from the likelihood ratio test can be used to check model adequacy in cross-sectional data analyses [1,4,5]...
    • ...Model selection is difficult in GEE due to lack of an absolute goodness-of-fit test to help in choosing the "best" model among several plausible models [4,5,7]...
    • ...For repeated binary responses, Barnhart and Williamson [5] and Horton et al[4] proposed ad-hoc goodness-of-fit statistics which are extensions of the Hosmer and Lemeshow method for cross-sectional logistic regression models [4,5,8]...
    • ...For repeated binary responses, Barnhart and Williamson [5] and Horton et al[4] proposed ad-hoc goodness-of-fit statistics which are extensions of the Hosmer and Lemeshow method for cross-sectional logistic regression models [4,5,8]...
    • ...It would be interesting to compare the goodness-of-fit tests provided by QIF to those provided by Barnhart and Williamson [5] and Horton et al [4] in GEE...

    Adefowope Odueyungboet al. Comparison of generalized estimating equations and quadratic inference...

    • ...In Section 5, we extend the goodness of fit test proposed by Barnhart and Williamson for assessing the model fit [9]...

    Amita K. Manatungaet al. ASSESSING FAMILIAL AGGREGATION WITH AN ORDINAL RESPONSE

    • ...See work by Barnhart and Williamson (1998) and Preisser and Quaqish (1996) for some recent discussions of goodness of fit and deletion diagnostics...

    Maura E. Stokes. Recent Advances in Categorical Data Analysis

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