Data Science, Glm, Statistics, Modeling, Machine Learning.
Measure of Model Fit, Stability and Validation Log-likelihood and deviance are often used but they also have limitations. For example, there might have missing values and the log-likelihood is the sum of the probability of all records. To compare candidate nested models, F-test is used to detect if