Logistic regression analysis of high-dimensional data, such as natural language text, poses computational and statistical challenges. Maximum likelihood estimation often fails in these applications.

Please use one of the following formats to cite this article in your essay, paper or report: APA. Hancock, Sam. (2022, April 19). Researchers investigate COVID-19 data with logistic regression ...

Course Topics"Logistic and Poisson Regression," Wednesday, November 5: The fourth LISA mini course focuses on appropriate model building for categorical response data, specifically binary and count ...