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Quadratic Approximation of the binary logistic regression

I am using https://web.stanford.edu/~hastie/Papers/glmnet.pdf package to solve my optimization problem for the Binary Logistic Regression. On page 10 it is stated that the quadratic approximation of ...
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Alternative Confidence interval for Odds Ratio $\hat{p}\over{1-\hat{p}}$ from Logistic Regression?

I have a question about confidence interval calculations for the odds ratio $\hat{p}\over{1-\hat{p}}$ from a logistic regression model (perhaps obtained from the method of Generalized Estimating ...