Reorg

[m-clark]

The following only covers reorganization, not outright trimming

PART I

• [x] Move all the shap and related discussion to model exploration
• [x] Move model list in LM chapter to last chapter, but leave a bit of a preview to 'other models' (this acutally wasn't that much content and was exclusively 'linear models', so left). Reminder to add others added to misc_models.
• [x] Should assumptions stay in LM or be moved to knowing? (leaving for now)
• [x] Move interactions to 'extensions' chapter, which might be renamed something to reflect nonlinear nature of the models covered there
• [x] move metrics table and other discussion from ML to model explore
• [x] in the knowing chap, talk about feature importance for other models with brief demo in model exploration (e.g. can demo RF/boost), but leave bulk of discussion to ML coverage
• [x] Update the knowing chapter to handle all the new content and rename from model_criticism.qmd

PART II

• [x] Trim content that appears to get too deep, duplicates content elsewhere, or otherwise just isn't necessary
  • [x] Preface
  • [x] Intro
  • [x] Linear Models
  • [x] Knowing
  • [x] Estimation
  • [x] GLM
  • [x] Nonlin
  • [x] ML concepts
  • [x] ML models
  • [x] ML more

PART III

• [x] Data
• [x] Causal
• [ ] Danger Zone
• [ ] Finish last chapter (currently 'misc models')

Other Parts

• [x] Update Preface
• [ ] Update Appendix

More stuff

• [x] Put exercises for appropriate chaps
• [ ] update glm per #59
• [ ] Recheck text where gaps are left and text is added so that it makes sense.
  • [ ] lm chapter
  • [ ] ml intro
  • [ ] model exploration
  • [ ] final chap
• [ ] Glossary of Models