11. With this choice, the single-layer neural network is identical to the logistic regression model. 12. Logistic regression is one way to generalize the odds ratio beyond two binary variables.13. Specifically, I am working on cleaning the article logistic regression . 14. Typical analysis includes simple cross-tabulations, frequency distributions and occasionally logistic regression or CHAID analysis. 15. However, when discriminant analysis assumptions are met, it is more powerful than logistic regression . 16. Logistic regression was developed by statistician David Cox in 1958.17. A variable rules analysis computes a stepwise logistic regression , using a maximum likelihood algorithm. 18. The equation for calculating the FibroTest score regression coefficient ( logistic regression ) is: 19. The maximum likelihood estimator in logistic regression is a GP. 20. The second approach circumvents these issues by using the logistic regression as a link function.