From Simon & Schuster, The 1992 Elias Baseball Analyst is the best book for baseball stats.

Seymour Siwoff, Steve Hirdt, Tom Hirdt, and Peter Hirdt, the official statisticians of Major League Baseball, offer essays on each team pinpointing their strengths and weaknesses highlight a baseball statistics bible used by management, broadcasters, and sportswriters.