Grace Wahba
Emerita Professor of Statistics, Biostatistics and Medical Informatics, and Computer Science at University of Wisconsin-Madison. Ph.D. - Stanford.

Spline Models for
Observational Data

Edward Lee
Professor of the Graduate School and Robert S. Pepper Distinguished Professor Emeritus in the Electrical Engineering and Computer Science (EECS) Department at UC Berkeley. Ph.D. - UC Berkeley.

The Book
of Why

Weapons of Math

Black Swan

Statistics books Used by Christopher Manning in his courses

Christopher Manning
Thomas M. Siebel Professor in Machine learning, Professor of linguistics and computer science, Director, Stanford Artificial Intelligence Laboratory (SAIL), Associate Director, Human-Centered Artificial Intelligence Institute, Stanford University. Ph.D. Stanford.

Note: the following books are not recommended by Professor Manning. They are books that have been used as reference texts in one/some courses he has taught.

Statistics with R

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