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Baseball Hacks Tips and Tools for Analyzing and Winning with Statistics

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ISBN-10: 0596009429

ISBN-13: 9780596009427

Edition: 2005

Authors: Joseph Adler

List price: $24.99
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Baseball is the ultimate statistical game. There are literally millions of variables with all the hitting stats (batting average, on base percentage, etc.), pitching stats (earned run average, numbers of runs allowed, etc.), fielding stats (putouts, assists, errors), career averages, and season by season comparisons for individual players and entire teams. Thats why fantasy baseball is so pupular, not only among devoted baseball fans, but those who love data and statistical probablility. Baseball Hacks shows fantasy baseball fanatics-and those who love the game-how to get data, process it, and use it to truly understand baseball. This book lists a number of sources for current and…    
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Book details

List price: $24.99
Copyright year: 2005
Publisher: O'Reilly Media, Incorporated
Publication date: 2/21/2006
Binding: Paperback
Pages: 472
Size: 6.00" wide x 9.00" long x 1.11" tall
Weight: 1.386
Language: English

Joseph Adler has many years of experience in data mining and data analysis at companies including DoubleClick, American Express, and VeriSign. He graduated from MIT with an Sc.B and M.Eng in Computer Science and Electrical Engineering from MIT. He is the inventor of several patents for computer security and cryptography, and the author of Baseball Hacks. Currently, he is a senior data scientist at LinkedIn.

Credits
Preface
Basics of Baseball
Score a Baseball Game
Make a Box Score from a Score Sheet
Keep Score, Project Scoresheet-Style
Follow Pitches During a Game
Follow the Game Online
Add Baseball Searches to Firefox
Find Images of Stadiums
Baseball Games from Past Years
Get and Install MySQL
Get an Access Database of Player and Team Statistics
Get a MySQL Database of Player and Team Statistics
Make Your Own Stats Book
Get Perl
Learn Perl
Get Historical Play-by-Play Data
Make Box Scores or Database Tables from Play-by-Play Data with Retrosheet Tools
Use SQL to Explore Game Data
Use Microsoft Access to Run SQL Queries
Get a GUI for MySQL
Move Data from a Database to Excel
Load Baseball Data into MySQL
Load Retrosheet Game Logs
Make a Historical Play-by-Play Database
Use Regular Expressions to Identify Events
Stats from the Current Season
Use Microsoft Excel Web Queries to Get Stats
Spider Baseball Sites for Data
Discover How Live Score Applications Work
Keep Your Stats Database Up-to-Date
Get Recent Play-by-Play Data
Find Data on Hit Locations
Visualize Baseball Statistics
Plot Histograms in Excel
Get R and R Packages
Analyze Baseball with R
Access Databases Directly from Excel or R
Load Text Files into R
Compare Teams and Players with Lattices
Compare Teams Using Chernoff Faces
Plot Spray Charts
Chart Team Stats in Real Time
Slice and Dice Teams with Cubes
Formulas
Measure Batting with Batting Average
Measure Batting with On-Base Percentage
Measure Batting with SLG
Measure Batting with OPS
Measure Power with ISO
Measure Batting with Runs Created
Measure Batting with Linear Weights
Measure Pitching with ERA
Measure Pitching with WHIP
Measure Pitching with Linear Weights
Measure Defense with Defensive Efficiency
Measure Pitching with DIPS
Measure Base Running Through EqBR
Measure Fielding with Fielding Percentage
Measure Fielding with Range Factor
Measure Fielding with Linear Weights
Measure Park Effects
Calculate Fan Save Value
Calculate Save Value
Calculate Holds and Decent Holds for Relief Pitchers
Sabermetric Thinking
Calculate Expected Runs
Calculate an Expected Hits Matrix
Look for Evidence of Platoon Effects
Significant Number of At Bats
Find "Clutch" Players
Calculate Expected Number of Wins
Measure Hits by Pitch Count
OBP, SLG, and Scoring Runs
Measure Skill Versus Luck
Odds of the Best Team Winning the World Series
Top 10 Bargain Outfielders
Fitting Game Scores to a Strength Model
The Bullpen
Start or Join a Fantasy League
Draft Your Fantasy Team
Make a Scoreboard Widget
Analyze Other Sports
Where to Learn More Stuff
Abbreviations
Index