Logistic regression | Likelihood and deviance

In this video, we will learn how to calculate the likelihood and the deviance based on some simple example data. 1. Example data 2. Binomial and bernoulli distributions (02:32) 3. Likelihood (05:48) 4. Maximum likelihood (09:38) 5. LL of the null and the saturated model (11:04) 6. The deviance (14:02) 7. McFadden's pseudo R2 (15:30) For more videos, go to https://www.tilestats.com