Jim (Bowling Green State University, Ohio, USA) Albert & Mark E. (Dept of Statistics, Harvard University, Cambridge, MA USA) Glickman 
Handbook of Statistical Methods and Analyses in Sports [PDF ebook] 

This handbook will provide both overviews of statistical methods in sports and in-depth treatment of critical problems and challenges confronting statistical research in sports. The material in the handbook will be organized by major sport (baseball, football, hockey, basketball, and soccer) followed by a section on other sports and general statistical design and analysis issues that are common to all sports. This handbook has the potential to become the standard reference for obtaining the necessary background to conduct serious statistical analyses for sports applications and to appreciate scholarly work in this expanding area.