Understanding Model Diagnostics
Exploring Model Diagnostics reveals several interesting facts. Demystifying
Key Takeaways about Model Diagnostics
- In this video we will look at how we can diagnose our linear regression fit using residuals, QQ-plots and Cook's distance. Become ...
- Full course playlist: http://www.youtube.com/playlist?list=PLvLDbH2lpyXOJEWV92HNSnrUdlcZc-tbe Each MeRGE (Metrum ...
- An investigation of the normality, constant variance, and linearity assumptions of the simple linear regression
- Example scripts in R & Python: https://github.com/FransRodenburg/Biostatistics/tree/main/SimpleLinearRegression Feel free to ...
- Previous video: https://youtu.be/xJm6eN5ZDzk In this fifth video of the series, we have a look at
Detailed Analysis of Model Diagnostics
A more modern, concise, animated version of this lecture has been made: https://youtu.be/_B6VDSa9N60 In this brief lecture, ... Linear In the last video, I introduced the major assumptions for ordinary least squares (OLS) simple linear regression. In this video, I ...
This video illustrates how to evaluate statistical assumptions using visuals.
Stay tuned for more updates related to Model Diagnostics.
