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- W2336544955 abstract "ABSTRACTLongitudinal categorical data are commonly applied in a variety of fields and are frequently analyzed by generalized estimating equation (GEE) method. Prior to making further inference based on the GEE model, the assessment of model fit is crucial. Graphical techniques have long been in widespread use for assessing the model adequacy. We develop alternative graphical approaches utilizing plots of marginal model-checking condition and local mean deviance to assess the GEE model with logit link for longitudinal binary responses. The applications of the proposed procedures are illustrated through two longitudinal binary datasets." @default.
- W2336544955 created "2016-06-24" @default.
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- W2336544955 date "2016-04-21" @default.
- W2336544955 modified "2023-10-18" @default.
- W2336544955 title "Assessment of modeling longitudinal binary data based on graphical methods" @default.
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- W2336544955 doi "https://doi.org/10.1080/03610926.2015.1062107" @default.
- W2336544955 hasPublicationYear "2016" @default.
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