Chapter 11: Bootstrap & Robustness
NoteComing soon
This chapter is planned but not yet written. The outline below shows what it is intended to cover.
[11a] The Bootstrap
Topics
- Resampling as an empirical sampling distribution
- Bootstrap confidence intervals
- When the bootstrap helps and when it does not
[11b] Robust Inference
Topics
- Permutation tests
- Heteroscedasticity-consistent standard errors
- Choosing between robust and conventional inference