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Asymptomatic Distribution of Goodness-of-Fit Tests in Logistic Regression Model

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DOI: 10.4236/ojs.2017.73031    984 Downloads   1,585 Views
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ABSTRACT

The logistic regression model has been become commonly used to study the association between a binary response variable; it is widespread application rests on its easy application and interpretation. The subject of assessment of goodness-of-fit in logistic regression model has attracted the attention of many scientists and researchers. Goodness-of-fit tests are methods to determine the suitability of the fitted model. Many of methods proposed and discussed for assessing goodness-of fit in logistic regression model, however, the asymptotic distribution of goodness-of-fit statistics are less examine, it is need more investigated. This work, will focus on assessing the behavior of asymptotic distribution of goodness-of-fit tests, also make comparison between global goodness-of-fit tests, and evaluate it by simulation.

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Badi, N. (2017) Asymptomatic Distribution of Goodness-of-Fit Tests in Logistic Regression Model. Open Journal of Statistics, 7, 434-445. doi: 10.4236/ojs.2017.73031.

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