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Joseph Adler - Baseball Hacks

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Joseph Adler Baseball Hacks
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Baseball Hacks: summary, description and annotation

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Baseball Hacks isnt your typical baseball bookits a book about how to watch, research, and understand baseball. Its an instruction manual for the free baseball databases. Its a cookbook for baseball research. Every part of this book is designed to teach baseball fans how to do something. In short, its a how-to bookone 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-handedpitching, 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...

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Baseball Hacks
Joseph Adler
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A Note Regarding Supplemental Files

Supplemental files and examples for this book can be found at http://examples.oreilly.com/9780596009427/. Please use a standard desktop web browser to access these files, as they may not be accessible from all ereader devices.

All code files or examples referenced in the book will be available online. For physical books that ship with an accompanying disc, whenever possible, weve posted all CD/DVD content. Note that while we provide as much of the media content as we are able via free download, we are sometimes limited by licensing restrictions. Please direct any questions or concerns to .

Credits
About the Author

Joseph Adler is a researcher in the Advanced Product Development Group at VeriSign, focusing on problems in user authentication, managed security services, and RFID security. Joe has years of experience analyzing data, building statistical models, and formulating business strategies as an employee and consultant for companies including DoubleClick, American Express, and Dun & Bradstreet. He is a graduate of the Massachusetts Institute of Technology with an Sc.B. and an M.Eng. in computer science and computer engineering. Joe is an unapologetic Yankees fan, but he appreciates any good baseball game. Joe lives in Silicon Valley with his wife, two cats, and a DirecTV satellite dish.

Contributors

The following people contributed their hacks, writing, and inspiration to this book:

  • Tom Dierickx is a data analyst specializing in automating data processes and authoring data-driven solutions. He has a wide range of computer programming and database development experience, along with an M.S. in statistics from Arizona State University. All of the languages, tools, and techniques he enthusiastically pursueswhether technical or statisticalare simply an outgrowth of the passion he has for working with data.

  • Mark E. Johnson, Ph.D., earned his Ph.D. from Princeton Universitys Program in Applied and Computational Mathematics in 1998, where his research interests included the visualization and study of chaotic dynamical systems arising in physics and chemical engineering. A cofounder of SportMetrika, Inc., Mark spent the 2004 baseball season as the in-house baseball analyst of the National League Champion St. Louis Cardinals. While pursuing his B.S. in computer science and M.A. in mathematics as an undergraduate at Indiana University, Mark spent four years as a student manager of the mens basketball team under the leadership of Coach Bob Knight.

  • Matthew S. Johnson, Ph.D., earned his Ph.D. from the Department of Statistics at Carnegie Mellon in 2001. His research interests lie in the field of psychometrics, estimating abilities from repeated categorical responses, where the responses might be answers to test questions used to measure a students ability, or wins and losses used to measure a teams talent. Matt is an assistant professor in the Department of Statistics and Computer Information Systems in the Zicklin School of Business at Baruch College, of the City University of New York. Matt received his undergraduate degree in mathematics from Indiana University in 1996, and he is a cofounder of SportMetrika, Inc.

  • Ari Kaplan is a leading figure known throughout the major leagues for revolutionizing and modernizing player assessment. Educated at the elite California Institute of Technology, he is a recipient of the universitys Alumni of the Decade award for pioneering groundbreaking sabermetrics used to evaluate pitcher talent, including the reliever effectiveness, expected ERA, and save value, while popularizing the inherited runner statistics. Over the past 17 seasons, Ari has worked full time and consulted for 11 MLB organizations, working directly with general managers, presidents, and scouting directors to improve business operations and strategic analytical and technology capabilities dramatically. He comes from a scouting background and is one of the few long-term baseball leaders with a proven track record of successfully running several high-profile companies as CEO. See http://www.arikaplan.com/baseball.html for more.

  • Pete Palmer is a coauthor of The Hidden Game of Baseball (Doubleday) and coeditor of the ESPN Baseball Encyclopedia (Sterling), which has a third edition due out next spring. Pete introduced on-base average as an official statistic for the American League in 1979 and invented on-base plus slugging, now universally used as a good measure of batting strength. A member of SABR since 1973, Pete is also a contributor to The Complete Baseball Record Book & Fact Book (The Sporting News) as well as Whos Who in Baseball .

  • Brendan Roberts is a senior editor at The Sporting News . He has been with The Sporting News since 1996 and was one of the first to work on its fantasy sports web site (http://fantasy.sportingnews.com) when it launched in 2000. As part of his duties, he writes weekly baseball columns for the web site during the season, responds to readers fantasy baseball and football questions, and creates updates for the sites round-the-clock news coverage, from a fantasy perspective. He has been playing fantasy sports for about 15 years against a varied competition level, including public leagues and expert leagues.

Acknowledgments

First, I would like to thank the many sports writers who helped me with this book. Baseball is a competitive sport, but baseball writing is not. Some of this help is visible: Mark Johnson, Tom Dierickx, Brendan Roberts, and Pete Palmer contributed hacks to this book. Additionally, I exchanged email with each of these experts while writing this book, and I received many useful corrections and suggestions on early drafts. I especially would like to thank Pete Palmer for his assistance. His books inspired many of the hacks in this book, and his comments helped me to fix many mistakes.

In addition to these four contributors, I would like to thank Thomas Gorman, Phil Birnbaum, David Tybor, Dean Oliver, Justin Plouffe, Adam Levensohn, Dan Mueller, Dave Carrano, Darren Kelly, Gary Gillette, John Viega, and Roger Magoulas for reviewing early drafts of this book and providing helpful feedback.

Next, I would like to thank the editors and staff at OReillyin particular, editors Andrew Odewahn and Tatiana Apandi. Unless you try to write a book, you do not appreciate how important a good editor is. An editor not only corrects and refines a books text but also helps the author to define the content and manages the writing process. Andrew and Tatiana made this a much stronger book, and I am grateful for their help.

Additionally, I would like to thank my father for introducing me to probability and data analysis. In college, my dad took a class called Probabilistic Systems Analysis with Professor Al Drake that changed his view of the world, making him see everything as a stochastic process. As I was growing up, my father shared this worldview with me. When I took the same class 30 years later, everything my dad talked about when I was a boy finally made sense.

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