Book description
Simply stated, this book bridges the gap between statistics and philosophy. It does this by delineating the conceptual cores of various statistical methodologies (Bayesian/frequentist statistics, model selection, machine learning, causal inference, etc.) and drawing out their philosophical implications. Portraying statistical inference as an epistemic endeavor to justify hypotheses about a…
- Coming soon!
Why read it?
1 author picked Thinking About Statistics as one of their favorite books. Why do they recommend it?
Jun Otsuka, a philosopher who also has training in statistics, zooms in on their philosophical foundations.
His book discusses the metaphysical, epistemological, and semantic assumptions on which Classical statistics, Bayesian statistics, predictive/classification AI models, and causal inference are based.
For those interested in these disciplines but who're also sensitive to the philosophical issues they raise, Otsuka's book is simply amazing. Run out and get a copy as soon as possible.
From Michael's list on quant geeks.
If you love Thinking About Statistics...
These Blue Mountains
A moving story of love, betrayal, and the enduring power of hope in the face of darkness.
German pianist Hedda Schlagel's world collapsed when her fiancé, Fritz, vanished after being sent to an enemy alien camp in the United States during the Great War. Fifteen years later, in 1932, Hedda…
Want books like Thinking About Statistics?
Our community of 12,000+ authors has personally recommended 100 books like Thinking About Statistics.
Share your top 3 reads of 2025!
And get a beautiful page showing off your 3 favorite reads.
1,340
readers submitted
so far, will you?
📚 If you like Thinking About Statistics, you might also like...
Miami Beat
Jose Castillo is a cynical, wise-cracking Cuban-American who restores classic cars. He’s also a private eye whose sarcastic ways sometimes get him into trouble.
One day, in the process of installing a four-barrel carburetor on a 1965 Mustang, into his shop walks trouble—in the shape of a mysterious, beautiful woman…
Bruce Songs
Bruce Songs is an authoritative guide that offers an in-depth exploration of Bruce Springsteen's musical legacy. Covering Springsteen's entire discography, from "Greetings from Asbury Park, N.J." to "Only the Strong Survive", this unique book combines historical context, literary analysis, and meticulous research.
Unlike any other resource, it provides detailed analyses…
