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Cox had unrivaled breadth across the statistical books that he authored, and I'm far from an expert on his catalog, but I have read three and they are excellent
by clircle 5y ago
Cox had unrivaled breadth across the statistical books that he authored, and I'm far from an expert on his catalog, but I have read three and they are excellent.
- Theory of Design of Experiments is an excellent and non-technical book on experimentation and data collection. Still important in an era of big data!
- Analysis of Survival Data is the book on the Cox model. It is quite technical. I own this book for historical reasons, and I'm glad I read it, but I now recommend Therneau for serious survival statistics.
- Theoretical Statistics w/ Hinkley is still a great mathematical statistics book. Excellent math-stats books are uncommon now, and Cox was a master.
Cox also wrote a few books on stochastic processes that are well regarded, but I'm unfamiliar.
I most recently read Celebrating Statistics: Papers in honour of Sir David Cox on his 80th birthday which is a very thoughtful collection.