Statistical Rethinking 2022 Lecture 07 - Overfitting

Slides and other course materials: https://github.com/rmcelreath/stat_re... Music: Intro:    • Deep Space Nine - Main Theme for Solo Pian...   Pause:    • 2 A.M Study Session 📚 [lofi hip hop]   Chapters: 00:00 Introduction 04:26 Problems of prediction 07:00 Cross-validation 22:00 Regularization 32:02 Measuring prediction penalties 35:03 Importance sampling 41:00 Information criteria 47:50 Model mis-selection 58:52 Outliers and robust regression 01:10:07 Summary and outlook