The Signal and the Noise · Nate Silver
Still useful for thinking about prediction, humility, and what separates signal from storytelling.
On the shelf
Statistical Rethinking · Richard McElreath
A clear reminder that good statistical practice is about modeling assumptions as much as computation.
The Book of Why · Judea Pearl and Dana Mackenzie
Helpful for keeping correlation, intervention, and explanation from collapsing into the same thing.
Thinking, Fast and Slow · Daniel Kahneman
A durable reference on judgment, bias, and why confident decision-makers should be handled carefully.
Moneyball · Michael Lewis
Less important as a baseball story than as a study of institutions that resist measurement until they cannot.
Causal Inference: The Mixtape · Scott Cunningham
A practical bridge between statistical technique and the real problem of making credible claims from messy data.