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
[x] Finish last chapter (currently 'misc models')
Other Parts
[x] Update Preface
[ ] Update Appendix
More stuff
[x] Put exercises for appropriate chaps
[x] update glm per #59
[x] Recheck text where gaps are left and text is added so that it makes sense.
The following only covers reorganization, not outright trimming
PART I
PART II
PART III
Other Parts
More stuff