Stripping the Dread from the Data Once considered tedious, the field of statistics is rapidly evolving into a discipline Hal Varian, the chief economist at Google, has actually called “sexy.” From batting averages and political polls to game shows and medical research, the real-world application of statistics continues to grow by leaps and bounds. How can we catch schools that …
Mathletics
Mathletics reveals the mathematical methods top coaches and managers use to evaluate players and improve team performance and gives math enthusiasts the practical skills they need to enhance their understanding and enjoyment of their favorite sports―and maybe even gain the outside edge to winning bets. This second edition features new data, new players and teams, and new chapters on soccer, …
Basketball on Paper
journey “inside the numbers” for an exceptional set of statistical tools and rules that can help explain the winning, or losing, ways of a basketball team. Basketball on Paper doesn’t diagram plays or explain how players get in shape but instead demonstrates how to interpret player and team performance. Dean Oliver highlights general strategies for teams when they’re winning or …
Microsoft Excel Data Analysis and Business Modeling
Master business modeling and analysis techniques with Microsoft Excel 2016, and transform data into bottom-line results. Written by award-winning educator Wayne Winston, this hands-on, scenario-focused guide helps you use Excel’s newest tools to ask the right questions and get accurate, actionable answers. This edition adds 150+ new problems with solutions, plus a chapter of basic spreadsheet models to make sure …
Moneyball
Moneyball is a quest for the secret of success in baseball. Following the low-budget Oakland Athletics, their larger-than-life general manger, Billy Beane, and the strange brotherhood of amateur baseball enthusiasts, Michael Lewis has written not only “the single most influential baseball book ever” (Rob Neyer, Slate) but also what “may be the best book ever written on business” (Weekly Standard). …
WhatIfSports
The 1985-86 Boston Celtics or the 1995-96 Chicago Bulls who wins? Wilt Chamberlain going against Shaquille O’Neal. Who outscores who?
Analytic Methods in Sports: Using Mathematics and Statistics
One of the greatest changes in the sports world in the past 20 years has been the use of mathematical methods to analyze performances, recognize trends and patterns, and predict results. Analytic Methods in Sports: Using Mathematics and Statistics to Understand Data from Baseball, Football, Basketball, and Other Sports provides a concise yet thorough introduction to the analytic and statistical …
Massey Ratings
Power rankings with the strength of schedule for games played so far and for all season.
Scorecasting – Tobias Moskowitz, L. Jon Wertheim
The hidden influences behind how sports are played and games are won.
Sports Data Mining
While an industry has developed based on statistical analysis services for any given sport, or even for betting behavior analysis on these sports, no research-level book has considered the subject in any detail until now.
Conquering Risk: Attacking Vegas and Wall Street
This book walks you step by step through 4 winning computer models in professional sports.
Sports Analytics
A Guide for Coaches, Managers, and Other Decision Makers.
Analytics at Work
Most companies have massive amounts of data at their disposal, yet fail to utilize it in any meaningful way. But a powerful new business tool – analytics – is enabling many firms to aggressively leverage their data in key business decisions and processes, with impressive results.
Player Tracking
Video tracking data with SportVU technology that tracks the movements of every player on the court and the basketball 25 times per second.
Data Science for Business
What you need to know about data mining and data-analytic thinking. The book offers: Fundamental principles of data science, and walks you through the “data-analytic thinking” necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many data-mining techniques in use today.
The Book
Tom Tango, Mitchel Lichtman, and Andrew Dolphin analyze when a strategy is a good idea and when it’s a bad idea, and how to more closely watch the inside the game.
Signal and The Noise
Nate Silver built an innovative system for predicting baseball performance, predicted the 2008 election within a hair’s breadth, and became a national sensation as a blogger all by the time he was thirty. The New York Times now publishes FiveThirtyEight.com, where Silver is one of the nations most influential political forecasters.
Basketball Analytics: Spatial Tracking
Equipped with new spatial tracking data collected by SportVU and others, Basketball Analytics investigates game strategy, player evaluation, player types, and prospect potential. Author Stephen Shea, Ph.D. introduces new measures of a player’s scoring and playmaking efficiency, quantifies the spacing in an offense and the stretch of defense, and demonstrates several ways in which the NBA game has changed over …
Trade Machine
Wanna make a deal? Trade Machine will let you know if your trade works based on the NBA’s trade rules!
Stats Sources
Count The Basket’s categorized links to stats sources. Page not updated since 2007, but still covers quality links.
APBRmetrics Forum
Official community of data geeks. Many of the forum members have joined NBA teams.
82 Games
Innovative, first of its kind NBA stats and analysis. Rarely gets updated but one of the oldest -and still alive- sources.
The Perfect Bet: How Science and Math Are Taking the Luck Out of Gambling
There is one thing about gambling that everyone knows: the house always wins. Indeed, for the past 500 years, gamblers led by mathematicians and scientists have been trying to figure out how to turn the tables on the house and pull the rug out from under Lady Luck. In The Perfect Bet, mathematician and award-winning writer Adam Kucharski tells the …
David and Goliat
Underdogs, Misfits, and the Art of Battling Giants
Popcorn Machine
A very helpful game flow tool.
Basketball-Reference Play Index
Search through player and team game logs spanning from 1986-87 to today for games that match your criteria.
Stats NBA.com
Formerly known as StatsCube. Lets you run your own analysis along with SportVu video tracking data.
Sports Analytics and Data Science
Winning the Game with Methods and Models: To build winning teams and successful sports businesses, guide your decisions with data.
Sprint
How to Solve Big Problems and Test New Ideas in Just Five Days
Sports Performance Measurement and Analytics
The science of assessing performance, predicting future outcomes, interpreting statistical models, and market value of athletes. View