Allen Downey
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allendowney.bsky.social
Allen Downey
@allendowney.bsky.social
Former professor at Olin College, principal data scientist at PyMC Labs, author of Think Python, and Probably Overthinking It -- blog and book -- and stark raving Bayesian.
4. And if 5-year survival increases over time, it is tempting to conclude that treatment has improved.

In fact, none of these inferences are correct.
www.allendowney.com/blog/2025/10...
Cancer Survival Rates Are Misleading - Probably Overthinking It
Five-year survival might be the most misleading statistic in medicine. For example, suppose 5-year survival for a hypothetical cancer is What can we infer from these statistics? In fact, none of these...
www.allendowney.com
October 27, 2025 at 1:58 PM
2. Looking at the difference in survival between early and late detection, it is tempting to conclude that more screening would save lives.

3. In a case where a patient is diagnosed late and dies of cancer, it is tempting to say that they would have survived if their cancer had been caught early.
October 27, 2025 at 1:58 PM
And we've got the graduates to prove we were right.
October 22, 2025 at 7:29 PM
The curriculum at Olin College is our answer to this question:

1) Engineering early and often,

2) Emphasize design, entrepreneurship, teamwork, and communication,

And my focus was on

3) Use computational tools before or instead of math
October 22, 2025 at 7:28 PM
The effect of this error on engineering education is like the effect of the iceberg on the Titanic.
October 22, 2025 at 6:52 PM
My new auxiliary emergency backup team is taking it down to the wire...
October 21, 2025 at 2:51 AM
Yes, I had not made that distinction, and you are very right.

I'm not sure I would have bothered debunking it if I had realized.
October 16, 2025 at 9:02 PM
Oh, no -- it gets worse! It looks like they also including missing data in the analysis, treating it as zero. That explains the black line in the figure.
October 16, 2025 at 8:19 PM
I gave a talk about that chapter here: www.youtube.com/watch?v=44D1...
Allen Downey - Extremes, outliers, and GOATS: on life in a lognormal world | PyData Global 2023
YouTube video by PyData
www.youtube.com
October 14, 2025 at 11:25 PM
Thanks! It was a fun interview to record.

Now if only the playback had speed control :(
October 14, 2025 at 11:25 PM