- Start: Monday, March 15
- End: Friday, March 19
This week will introduce an important and general technique for tuning and model selection: cross-validation. Along the way, we will talk about resampling in general with a particular focus on the bootstrap, which we will utilize later.
After completing this week, you are expected to be able to:
- Use the bootstrap to create interval estimates.
- Use cross-validation to tune and select models.
|8.1 - Welcome to Week 08||8.1 - YouTube||8.1 - ClassTranscribe|
|8.2 - Simulation||8.2 - YouTube||8.2 - ClassTranscribe|
|8.3 - Bootstrap||8.3 - YouTube||8.3 - ClassTranscribe|
|8.4 - Functional Programming in R||8.4 - YouTube||8.4 - ClassTranscribe|
|8.5 - Cross-Validation||8.5 - YouTube||8.5 - ClassTranscribe|