From data to compiled output

Slides

Schedule

10:00 AM – 3:00 PM ET · 255 min content · 45 min breaks + lunch

1. 10:00
   Day 1 recap + Q&A + warm-up framingDiscussion
   15 min
2. 10:15
   Three prompting principles + three power promptsLecture
   25 min
3. 10:40
   Warm-up: load yesterday's cleaned data, run a simple OLSWorkshop
   15 min
4. 10:55
   BreakBreak
   15 min
5. 11:10
   Live regression demo: fixest, FE, clustering, three specs side by side, with assertion checks for NLecture
   35 min
6. 11:45
   Guided regression exercise: baseline → subgroups → multi-specWorkshop
   35 min
7. 12:20
   Tables: modelsummary → .tex → iterative refinement → encoding format conventions in CLAUDE.md/skills (no hand-finishing)Lecture
   25 min
8. 12:45
   LunchBreak
   30 min
9. 1:15
   Tables exercise: build publication-quality table from your specs; encode any rule you find yourself re-statingWorkshop
   25 min
10. 1:40
    Figures: ggplot2, coefficient plots, iterative refinement, CLAUDE.md figure conventionsLecture
    20 min
11. 2:00
    Figures exercise: coef plot from your regression resultsWorkshop
    20 min
12. 2:20
    Compile-fix loop: Markdown via pandoc as primary; LaTeX as parallel trackLecture
    15 min
13. 2:35
    Document compile: skeleton with table + figure → PDF → introduce a path error → fix loopWorkshop
    15 min
14. 2:50
    Debrief + 'Trust but verify' exercise (prepared script with subtle bugs) + cautionary research-design momentDiscussion
    10 min

Materials

• Workshop project CLAUDE.mdavailable

  Continues from Day 1.

• Trust-but-verify prepared bug scriptcoming soon

  Used in the 2:50 debrief exercise.

• Prompt librarycoming soon

  Copy-paste regression, table, and figure prompts.