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Communication in Statistics- Theory and Methods
On a goodness of fit test for the logistic model based on score statistics
Charles Brown

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A test was developed to check if a logistic model fits well with data from experiments. The test works for both simple and complex situations with multiple factors. It was found that the test's results can be compared to a chi square distribution, even with small sample sizes. The test's accuracy depends on the sample size and the true model of the data.