Start here / Live introduction
The bench, live
Meet the benchmark. Draw again and watch the estimate move while the population score stays fixed.
A live introduction, four formal lectures and a course closing: derive the number, question the estimate, change the instrument, defend the report.
SLOP8412 / Lecture programme
Deriving the score is only the first defence of it. Return with evidence from the bench to question the estimate, test the instrument and justify the report.
Start here / Live introduction
Meet the benchmark. Draw again and watch the estimate move while the population score stays fixed.
Formal lecture / Slides available
The week 2 derivation delivered as a sequence rather than a page, one step of the chain per slide, ending on the bench scored by hand
Formal lecture / Instrument in the page
Bias and noise are different problems. Return to the week 2 baseline, measure the bias on the bench, and take its price with it.
Formal lecture / Instrument in the page
Two honest numbers from the same recordings can disagree about which candidate is worse. Put three instruments on one bench and find out why.
Formal lecture / Instrument in the page
A number is not evidence. Declare the protocol behind a claim, run it twelve times, and find out what it will carry.
Before you submit / Course closing
A careful account of what a score supports is worth more than a confident ranking. A closing word before you finish the final report.