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Comment In statistics... (Score 1) 517

Probably the best statistics book is "Applied Linear Statistical Models" by Neter, Kutner, Nachtshiem, Wasserman.

It covers just about everything you need to know about typical "regression" models and it's basic theory, estimation, and many applications.

Nearly every graduate applied regression class uses this book. But it could also be used to teach Design of Experiments and serves as a starting point for non-linear models.

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