Can I read Advanced Regression Analysis on EtoBox?
Advanced Regression Analysis by Rajeev Awasthi is a document available to read on EtoBox.
What is Advanced Regression Analysis about?
The document introduces Generalized Linear Models (GLMs) as an extension of linear models to handle various types of dependent variables, particularly discrete and count data. It discusses the limitations of linear models, the structure of GLMs, and specific types such as Logistic and Poisson Regression, along with their applications in binary classification and count data prediction. The document also covers model fitting, evaluation metrics like ROC curves and confusion matrices, and provides examples of
- Author
- Rajeev Awasthi
- Language
- EN