~/talk

R Markdown The bigger picture

Talkat rstudio::conf 2019 · 2019-01-15..01-18· [documentation, career-development]
links:none on file
slides:none on file

Claims that roughly 6 of 53 landmark studies replicated and that about 75–90% of preclinical research is irreplicable, wasting an estimated $28 billion per year. Presents a concrete fix: use R Markdown to embed data, code, software environment and narrative in one plain-text report, render reproducible outputs (HTML/PDF/PowerPoint), and publish/schedule runs with RStudio Connect or track versions with git so results can be rerun and audited.

AI-written summary · about

  1. 0:00R Markdown overview
  2. 5:17Replication crisis explained
  3. 8:48P-values limitations
  4. 11:20Science vs math confusion
  5. 13:08Reproducible research with R
  6. 16:19Q&A
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