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Baseball Hacks: Tips & Tools for Analyzing and Winning with Statistics Paperback – February 10, 2006
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About the Author
Joseph Adler has years of experience working with lots of popular data mining packages, including databases (including Oracle, PostgreSQL, and MS Access), statistical analysis tools (SAS, SPSS, S-Plus, and R), and data mining tools (SAS Enterprise Miner, Insightful Miner, Oracle Data Mining, Weka, and SPSS Clementine). He is currently leading a project at Verisign to pick a data mining package for enterprise deployment.
Top Customer Reviews
The great thing about this book is that the software used is all open source. Adler includes Access and Excel hacks for those who have Office at home or at work, but the main hacks in the book involve MySQL for database queries and R for graphic statistical analysis. I've used MySQL before, but R was new for me, and I really enjoyed using the program.
Adler also uses Perl. A lot of Perl. But he doesn't expect the reader to be Perl programmers; he shows how the program was written, and what everything does. More importantly, he includes the whole script so that it's a simple matter of copying, and making modifications if needed. He even shows how to modify the scripts.
Downloading a beginning stat database is as easy as 1-2-3. Hack 25 tells you how to spider websites for statistical data - including getting data from MLB.com. Detailed instructions on working with R are included in section 4 (hacks 31-39). Adler even includes formulas for calculating the more arcane statistics (at least to non-sports people like me) such as OPS (on-base plus slugging average) and ISO (isolated power - a measure of how well a player hits the ball).
It's obvious that Baseball Hacks is a book designed for fantasy sports fanatics.Read more ›
My first hiccup was in hack #10, step 4, in which the author jumps to using Unix commands without mentioning that fact. Fortunately, I have a friend familiar with both Unix and MySQL who was able to get me through that particular hack by installing a GUI and importing the files through it. For those who are stumped on that particular step, jump to hack #18, install a GUI, and import the DataBank files as a script using the Query Editor.
I haven't proceeded much farther in the book, largely because I can already see the frustration to come from fumbling my way through Perl. The author gives very rudimentary instructions in the language, followed by more 'easy to use' scripts. The problem is the scripts are based on filenames and information that is more than a year out of date. This will require editing the scripts, something a programming illiterate such as myself will find challenging at best.
So after all these complaints, why did I still rate the book a 3? Because I'm trying to be fair. I've read through the rest of the book without trying to apply anything, and if you are at least familiar with MySQL, Unix, and Perl you'll probably get a lot out of it. The tools presented appear to be very powerful. Also, since I'm familiar with Access, the hacks for using it have been helpful. Unfortunately, the instructions in the book assume a basic level of programming knowledge on the part of the reader, despite the author's contention that they do not. If you can't tell a Unix prompt from a DOS prompt, this book is not the answer to your stat-processing prayers.
Contents: Basics of Baseball; Baseball Games from Past Years; Stats from the Current Season; Visualize Baseball Statistics; Formulas; Sabermetric Thinking; The Bullpen; Where to Learn More Stuff; Abbreviations; Index
The author and his co-contributors have come up with 75 statistical "hacks" all related to baseball. In here, you'll learn how to keep a scoresheet in the traditional fashion as well as how to use a format that is generally used for computer entry and analysis. After showing you where to find downloadable stats and how to get them in a format you can use, they then take you through open source packages like MySQL and R (a statistical software offering) as well as standards like Access and Excel. By loading the data into these formats, you can then slice and dice with the best of them. Some of the hacks show you common statistical generation like batting average or on-base percentage, but there are more esoteric ones you can look into, like Park effect and Fan Save value. If you've always dreamed of combining your love of statistics and baseball into a single passion, this book will push you over the edge. Once you get done here, you should be able to figure out the batting average of Barry Bonds on Tuesday night games against left-handed pitching with two men on base... :)
Seriously, a very well-done book that will appeal to both the baseball fan interested in statistics, as well as the computer geek who loves his (or her!) baseball recordkeeping...
Most Recent Customer Reviews
I was hoping this to be more about baseball and less about computer programming.Published 18 days ago by sapbucket
I loved this book! I think I got my job because of I did the projects in this book and put it on my resume. So not only was it fun but professionally helpful!Published 1 month ago by Susan
I did not read the description closely - this is really meant for those who are just learning about baseball.Published 16 months ago by BB from Maine
I'm not a big baseball fan but this was an excellent look at how people rock their fantasy leagues and how much somebody can geek out over sports statistics. Read morePublished on August 4, 2011 by Antonio Canas
This book does have a lot of good info. However, the author did a very unprofessional job in that there are just too many errors in the code samples; it seems each time I try any... Read morePublished on July 7, 2011 by George 13
The information in this book is exactly as advertised. I was looking for a book that I could use as a reference tool to find, calculate, analyze and efficiently store baseball... Read morePublished on April 20, 2009 by man
You have to be a programmer to do much with the code in this book. There is no robust system to download you can just run. Read morePublished on August 28, 2008 by Kyle Willkomm
Baseball Hacks: Tips & Tools for Analyzing and Winning with Statistics (Hacks), which comes with download able scripts from the O'Reilly site, shows how to do SABR metrics like the... Read morePublished on April 7, 2008 by Cactusmitch