By Joseph Adler
January 2006
Pages: 467
Series: Hacks
ISBN 10: 0-596-00942-9 |
ISBN 13: 9780596009427
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(Average of 2 Customer Reviews)
Whether you're a fantasy baseball fanatic, casual fan, or just a statistically inclined mathematician, Baseball Hacks has something for you. This comprehensive guide walks readers through the sport's core statistical categories, and then demonstrates how to use this data to truly understand baseball. Statistical analysis, data mining, probability, forecasting, and other valuable tools are examined.
Full Description
Baseball Hacks isn't your typical baseball book--it's a book about how to watch, research, and understand baseball. It's an instruction manual for the free baseball databases. It's a cookbook for baseball research. Every part of this book is designed to teach baseball fans how to do something. In short, it's a how-to book--one that will increase your enjoyment and knowledge of the game.
So much of the way baseball is played today hinges upon interpreting statistical data. Players are acquired based on their performance in statistical categories that ownership deems most important. Managers make in-game decisions based not on instincts, but on probability - how a particular batter might fare against left-handed pitching, for instance.
The goal of this unique book is to show fans all the baseball-related stuff that they can do for free (or close to free). Just as open source projects have made great software freely available, collaborative projects such as Retrosheet and Baseball DataBank have made great data freely available. You can use these data sources to research your favorite players, win your fantasy league, or appreciate the game of baseball even more than you do now.
Baseball Hacks shows how easy it is to get data, process it, and use it to truly understand baseball. The book lists a number of sources for current and historical baseball data, and explains how to load it into a database for analysis. It then introduces several powerful statistical tools for understanding data and forecasting results.
For the uninitiated baseball fan, author Joseph Adler walks readers through the core statistical categories for hitters (batting average, on-base percentage, etc.), pitchers (earned run average, strikeout-to-walk ratio, etc.), and fielders (putouts, errors, etc.). He then extrapolates upon these numbers to examine more advanced data groups like career averages, team stats, season-by-season comparisons, and more. Whether you're a mathematician, scientist, or season-ticket holder to your favorite team, Baseball Hacks is sure to have something for you.
Advance praise for Baseball Hacks:
"Baseball Hacks is the best book ever written for understanding and practicing baseball analytics. A must-read for baseball professionals and enthusiasts alike."-- Ari Kaplan, database consultant to the Montreal Expos, San Diego Padres, and Baltimore Orioles
"The game was born in the 19th century, but the passion for its analysis continues to grow into the 21st. In Baseball Hacks, Joe Adler not only demonstrates that the latest data-mining technologies have useful application to the study of baseball statistics, he also teaches the reader how to do the analysis himself, arming the dedicated baseball fan with tools to take his understanding of the game to a higher level."
-- Mark E. Johnson, Ph.D., Founder, SportMetrika, Inc. and Baseball Analyst for the 2004 St. Louis Cardinals
Cover | Table of Contents | Colophon
I have to say that I have only read four or five chapters thus far, and yet this is the best book I have read in a long, long while. The breadth is both deep and wide: it covers a lot of ground regarding baseball's rules, statistics, history, etc.; and somehow no subject is given short shrift.
The writing is lively--Mr. Adler's love for the game shines through on every page. But here is the best part: if you are a new fan of baseball, or a diehard who remembers the pre-DH days, there is something for you. So far, all the code examples I have tried are correct. I am just not seeing much "first edition"-isms in this book. Again to be fair, I have not read the whole book yet, but what I have read is truly excellent.
Can't wait for opening day!
"...an exceptional guide for finding, graphing, and analyzing the stats at the heart of the game."
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