Matt Cooper

@nzcoops.bsky.social

Associate Professor - University of Western Australia Manager, Biostatistics - The Kids Research Institute Australia R User, study design and reproducibility enthusiast - all things sports (NFL, Rugby, Touch Football) https://the-kids-biostats.github.io/

I'm a slow reader at the best of times and this has been on my reading list for far to long. I can see this being an extra long read. So far every page and example is fantastic - many educational/conversation points rattling around my head as I read/reread each part.

Bild

Am preparing a talk for medical researchers about the use of ai in statistics (in health research). In the context of assisting with their research as opposed to building an ai tool as part of a project. What are some 'must touch on' topics or stories?

You often hear from gas companies that "yeah but we pay state royalties!!!" Lol nope. WA drivers pay more in rego and licence fees than gas companies pay WA in royalties. Heck WA gamblers pay more tax. And that's incredible given WA does NOT have pokies in pubs and clubs

Chart showing: WA drivers and gamblers pay more tax than gas companies pay royalties: 2025-26

Rego: $1,520m
Vehicle licence duty: $678m
Gambling taxes: $403m
Oil and gas royalties: $385m

No one says to legit business owners, "hey I see there's an underground market selling toxic knock-offs of your product: how will you incorporate the toxic product AND protect your customers against its harms?" But apparently it's fine to make this suggestion to educators with respect to AI.

"Overall the country’s fertility rate, or children born per woman, was 1.51 in 2024, statistically similar to the 1.5 observed in 2023 ..." I wonder if someone was asked to statistically compare those two numbers? I wonder if the result of the test would have swayed one's thoughts on the numbers?

Birthrate falls in Australia’s biggest cities amid cost-of-living crisis, preliminary data shows

Outer-suburban and regional Australians increasingly likely to have more children per person than inner-city residents, report shows

theguardian.com