A book which is written by Dean Oliver. In his book , Oliver highlights general strategies for teams when they're winning or losing and what aspects should be the focus in either situation. He describes and quantifies the jobs of team leaders and role players, then discusses the interactions between players and how to achieve the best fit.

Oliver conceptualizes the meaning of teamwork and how to quantify the value of different types of players working together. He examines historically successful NBA teams and identifies what made them so successful: individual talent, a system of putting players together, or good coaching.

A Bayesian network is a probabilistic graphical model that represents a set of variables and their probabilistic independencies.

Bayesian Networks are used in predicting the outcome of sports events

George William “Bill” James is a baseball writer, historian, and statistician whose work has been widely influential. Since 1977, James has written more than two dozen books devoted to baseball history and statistics. His approach, which he termed sabermetrics in reference to the Society for American Baseball Research (SABR), scientifically analyzes and studies baseball, often through the use of statistical data, in an attempt to determine why teams win and lose. In 2006, Time named him in the Time 100 as one of the most influential people in the world.

In an essay published in the 1984 Abstract, James vented his frustration about Major League Baseball's refusal to publish play-by-play data of every game. James proposed the creation of Project Scoresheet, a network of fans that would work together to collect and distribute this information.
 

A box score is a structured summary of the results from a sport competition. The box score lists the game score as well as individual and team achievements in the game.

1986-87 season is the earliest season available with complete box score stats.

Download NBA Box Score Stats in Excel