Question 1
List six components needed for reproducible analysis.
Show your reasoning and explicitly state limitations. Written solutions are assessed by an instructor; the answer key is kept private.
Written problem set
Question 2
For 3 missing stress ratings in 36 rows, give valid n and missing percentage.
Question 3
Why can runnable reproducible code still yield biased conclusions?
Question 4
Describe safeguards to avoid public exposure of real student data.
Scoring
Each task: concept 2, application/calculation 2, bounded interpretation 1. Not official UCL marking.
Formative self-check
These are public learning checks, not private written assignment solutions.