Baseball Hacks

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Baseball Hacks

Joseph Adler
Baseball Hacks Book PDF

Author : Joseph Adler
Publisher : "O'Reilly Media, Inc."
Page : 468 pages
File Size : 53,9 Mb
Release : 2006-01-31
Category : Computers
ISBN : 9781491949436

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Baseball Hacks by Joseph Adler Pdf

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-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 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 thatthe 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

Baseball Hacks

Joseph Adler
Baseball Hacks Book PDF

Author : Joseph Adler
Publisher : "O'Reilly Media, Inc."
Page : 472 pages
File Size : 53,5 Mb
Release : 2006-01-31
Category : Games
ISBN : 9781491949429

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Baseball Hacks by Joseph Adler Pdf

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-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 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 thatthe 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

Statistics Hacks

Bruce Frey
Statistics Hacks Book PDF

Author : Bruce Frey
Publisher : "O'Reilly Media, Inc."
Page : 358 pages
File Size : 52,8 Mb
Release : 2006-05-09
Category : Mathematics
ISBN : 9780596553999

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Statistics Hacks by Bruce Frey Pdf

Want to calculate the probability that an event will happen? Be able to spot fake data? Prove beyond doubt whether one thing causes another? Or learn to be a better gambler? You can do that and much more with 75 practical and fun hacks packed into Statistics Hacks. These cool tips, tricks, and mind-boggling solutions from the world of statistics, measurement, and research methods will not only amaze and entertain you, but will give you an advantage in several real-world situations-including business. This book is ideal for anyone who likes puzzles, brainteasers, games, gambling, magic tricks, and those who want to apply math and science to everyday circumstances. Several hacks in the first chapter alone-such as the "central limit theorem,", which allows you to know everything by knowing just a little-serve as sound approaches for marketing and other business objectives. Using the tools of inferential statistics, you can understand the way probability works, discover relationships, predict events with uncanny accuracy, and even make a little money with a well-placed wager here and there. Statistics Hacks presents useful techniques from statistics, educational and psychological measurement, and experimental research to help you solve a variety of problems in business, games, and life. You'll learn how to: Play smart when you play Texas Hold 'Em, blackjack, roulette, dice games, or even the lottery Design your own winnable bar bets to make money and amaze your friends Predict the outcomes of baseball games, know when to "go for two" in football, and anticipate the winners of other sporting events with surprising accuracy Demystify amazing coincidences and distinguish the truly random from the only seemingly random--even keep your iPod's "random" shuffle honest Spot fraudulent data, detect plagiarism, and break codes How to isolate the effects of observation on the thing observed Whether you're a statistics enthusiast who does calculations in your sleep or a civilian who is entertained by clever solutions to interesting problems, Statistics Hacks has tools to give you an edge over the world's slim odds.

Google Hacks

Tara Calishain,Rael Dornfest
Google Hacks Book PDF

Author : Tara Calishain,Rael Dornfest
Publisher : "O'Reilly Media, Inc."
Page : 484 pages
File Size : 44,9 Mb
Release : 2005
Category : Computer software
ISBN : 0596008570

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Google Hacks by Tara Calishain,Rael Dornfest Pdf

"Dives headfirst into getting the most out of Google: finding rather than just searching, performing useful tasks to get a job done and using the Google API to automate complicated or repetitive tasks." - cover.

Google Hacks

Rael Dornfest,Paul Bausch,Tara Calishain
Google Hacks Book PDF

Author : Rael Dornfest,Paul Bausch,Tara Calishain
Publisher : "O'Reilly Media, Inc."
Page : 546 pages
File Size : 42,6 Mb
Release : 2006-08-03
Category : Computers
ISBN : 9780596553708

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Google Hacks by Rael Dornfest,Paul Bausch,Tara Calishain Pdf

Everyone knows that Google lets you search billions of web pages. But few people realize that Google also gives you hundreds of cool ways to organize and play with information. Since we released the last edition of this bestselling book, Google has added many new features and services to its expanding universe: Google Earth, Google Talk, Google Maps, Google Blog Search, Video Search, Music Search, Google Base, Google Reader, and Google Desktop among them. We've found ways to get these new services to do even more. The expanded third edition of Google Hacks is a brand-new and infinitely more useful book for this powerful search engine. You'll not only find dozens of hacks for the new Google services, but plenty of updated tips, tricks and scripts for hacking the old ones. Now you can make a Google Earth movie, visualize your web site traffic with Google Analytics, post pictures to your blog with Picasa, or access Gmail in your favorite email client. Industrial strength and real-world tested, this new collection enables you to mine a ton of information within Google's reach. And have a lot of fun while doing it: Search Google over IM with a Google Talk bot Build a customized Google Map and add it to your own web site Cover your searching tracks and take back your browsing privacy Turn any Google query into an RSS feed that you can monitor in Google Reader or the newsreader of your choice Keep tabs on blogs in new, useful ways Turn Gmail into an external hard drive for Windows, Mac, or Linux Beef up your web pages with search, ads, news feeds, and more Program Google with the Google API and language of your choice For those of you concerned about Google as an emerging Big Brother, this new edition also offers advice and concrete tips for protecting your privacy. Get into the world of Google and bend it to your will!

Legal Decisions That Shaped Modern Baseball

Patrick K. Thornton
Legal Decisions That Shaped Modern Baseball Book PDF

Author : Patrick K. Thornton
Publisher : McFarland
Page : 341 pages
File Size : 42,8 Mb
Release : 2014-01-10
Category : Sports & Recreation
ISBN : 9780786486335

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Legal Decisions That Shaped Modern Baseball by Patrick K. Thornton Pdf

This work takes a look at the cases that have had a significant influence on the game of baseball, such as Flood v. Kuhn and Garvey v. MLB, which either made it to the U.S. Supreme Court or brought up major legal issues in baseball. Also included are cases that explore legal issues in baseball but are not as well known and cases that appear in most sports law books. For each case, the historical and legal significance of the decision is discussed.

Analyzing Baseball Data with R, Second Edition

Max Marchi,Jim Albert,Benjamin S. Baumer
Analyzing Baseball Data with R Second Edition Book PDF

Author : Max Marchi,Jim Albert,Benjamin S. Baumer
Publisher : CRC Press
Page : 318 pages
File Size : 45,9 Mb
Release : 2018-11-19
Category : Mathematics
ISBN : 9781351107075

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Analyzing Baseball Data with R, Second Edition by Max Marchi,Jim Albert,Benjamin S. Baumer Pdf

Analyzing Baseball Data with R Second Edition introduces R to sabermetricians, baseball enthusiasts, and students interested in exploring the richness of baseball data. It equips you with the necessary skills and software tools to perform all the analysis steps, from importing the data to transforming them into an appropriate format to visualizing the data via graphs to performing a statistical analysis. The authors first present an overview of publicly available baseball datasets and a gentle introduction to the type of data structures and exploratory and data management capabilities of R. They also cover the ggplot2 graphics functions and employ a tidyverse-friendly workflow throughout. Much of the book illustrates the use of R through popular sabermetrics topics, including the Pythagorean formula, runs expectancy, catcher framing, career trajectories, simulation of games and seasons, patterns of streaky behavior of players, and launch angles and exit velocities. All the datasets and R code used in the text are available online. New to the second edition are a systematic adoption of the tidyverse and incorporation of Statcast player tracking data (made available by Baseball Savant). All code from the first edition has been revised according to the principles of the tidyverse. Tidyverse packages, including dplyr, ggplot2, tidyr, purrr, and broom are emphasized throughout the book. Two entirely new chapters are made possible by the availability of Statcast data: one explores the notion of catcher framing ability, and the other uses launch angle and exit velocity to estimate the probability of a home run. Through the book’s various examples, you will learn about modern sabermetrics and how to conduct your own baseball analyses. Max Marchi is a Baseball Analytics Analyst for the Cleveland Indians. He was a regular contributor to The Hardball Times and Baseball Prospectus websites and previously consulted for other MLB clubs. Jim Albert is a Distinguished University Professor of statistics at Bowling Green State University. He has authored or coauthored several books including Curve Ball and Visualizing Baseball and was the editor of the Journal of Quantitative Analysis of Sports. Ben Baumer is an assistant professor of statistical & data sciences at Smith College. Previously a statistical analyst for the New York Mets, he is a co-author of The Sabermetric Revolution and Modern Data Science with R.

Analyzing Baseball Data with R

Anonim
Analyzing Baseball Data with R Book PDF

Author : Anonim
Publisher : CRC Press
Page : 354 pages
File Size : 55,9 Mb
Release : 2018-01-17
Category : Mathematics
ISBN : 9781315360591

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Analyzing Baseball Data with R by Anonim Pdf

With its flexible capabilities and open-source platform, R has become a major tool for analyzing detailed, high-quality baseball data. Analyzing Baseball Data with R provides an introduction to R for sabermetricians, baseball enthusiasts, and students interested in exploring the rich sources of baseball data. It equips readers with the necessary skills and software tools to perform all of the analysis steps, from gathering the datasets and entering them in a convenient format to visualizing the data via graphs to performing a statistical analysis. The authors first present an overview of publicly available baseball datasets and a gentle introduction to the type of data structures and exploratory and data management capabilities of R. They also cover the traditional graphics functions in the base package and introduce more sophisticated graphical displays available through the lattice and ggplot2 packages. Much of the book illustrates the use of R through popular sabermetrics topics, including the Pythagorean formula, runs expectancy, career trajectories, simulation of games and seasons, patterns of streaky behavior of players, and fielding measures. Each chapter contains exercises that encourage readers to perform their own analyses using R. All of the datasets and R code used in the text are available online. This book helps readers answer questions about baseball teams, players, and strategy using large, publically available datasets. It offers detailed instructions on downloading the datasets and putting them into formats that simplify data exploration and analysis. Through the book’s various examples, readers will learn about modern sabermetrics and be able to conduct their own baseball analyses.

Barry Bonds: Baseball's Superman

Steven Travers
Barry Bonds Baseball s Superman Book PDF

Author : Steven Travers
Publisher : Simon and Schuster
Page : 360 pages
File Size : 46,9 Mb
Release : 2003-04-10
Category : Biography & Autobiography
ISBN : 9781613215258

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Barry Bonds: Baseball's Superman by Steven Travers Pdf

Barry Bonds: Baseball Superman is the biography of the game's first four-time Most Valuable Player. In 2001, Bonds broke the greatest record in sports, the all-time single-season home run record held over the years by Babe Ruth, Roger Maris and Mark McGwire, and arguably had the greatest season in baseball history. There is no doubt that for most fans, Barry Bonds is a man of mystery. Author Steven Travers documents the superstar's 2001 campaign as Bonds defied the very bounds of conventional logic and perfected the art of long-ball hitting. Travers also describes Bonds's childhood in Riverside, California, the hometown of his father, Bobby; his successful high school career in the Bay Area, and his All-American career at Arizona State. Skyhorse Publishing, along with our Arcade, Good Books, Sports Publishing, and Yucca imprints, is proud to publish a broad range of biographies, autobiographies, and memoirs. Our list includes biographies on well-known historical figures like Benjamin Franklin, Nelson Mandela, and Alexander Graham Bell, as well as villains from history, such as Heinrich Himmler, John Wayne Gacy, and O. J. Simpson. We have also published survivor stories of World War II, memoirs about overcoming adversity, first-hand tales of adventure, and much more. While not every title we publish becomes a New York Times bestseller or a national bestseller, we are committed to books on subjects that are sometimes overlooked and to authors whose work might not otherwise find a home.

Hack's 191

Bill Chastain
Hack s 191 Book PDF

Author : Bill Chastain
Publisher : Rowman & Littlefield
Page : 272 pages
File Size : 42,8 Mb
Release : 2012-01-24
Category : Sports & Recreation
ISBN : 9780762776306

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Hack's 191 by Bill Chastain Pdf

Hack Wilson’s record 191 RBIs in 1930 may well stand the test of time, and so may the record of his hard-drinking lifestyle. In Hack’s 191, Bill Chastain recreates the most productive offensive season in baseball history while giving readers unique insight into the life of one of baseball’s most fascinating, enigmatic, and yet neglected characters. Drunk or sober, Wilson lived large in Prohibition-era Chicago, where the entertainment and nightclub industries thrived, and Al Capone, a friend of Wilson, reigned as the most publicized gangster in America. Hack finished the 1929 season batting .345 with 39 home runs and 159 RBIs, giving him his fourth consecutive 100-plus RBI season before for misplaying two fly balls in the World Series. Despite losing the Series, the Cubs entered the 1930 season favored again to win the National League pennant. After a slow start and many bad breaks, the team was in first place by the end of August, with Hack Wilson leading the way. Chronicling the ups, downs, and record-setting accomplishments of Lewis R. “Hack” Wilson, this book returns arguably the most hard-living, hard-hitting ballplayer in history to the lineup of the game’s greats.

Podcasting Hacks

Jack D. Herrington
Podcasting Hacks Book PDF

Author : Jack D. Herrington
Publisher : "O'Reilly Media, Inc."
Page : 462 pages
File Size : 48,5 Mb
Release : 2005
Category : Computers
ISBN : 0596100663

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Podcasting Hacks by Jack D. Herrington Pdf

Podcasting does for Internet audio listeners what TiVo does for television viewers--it puts you in charge of when you enjoy a program. Podcasting is a web-based broadcast medium that sends audio content (most commonly in the MP3 format) directly to an iPod or other digital audio player. You subscribe to audio feeds, receive new files automatically, and listen to them at your convenience. As you can imagine, podcasting is taking the "blogsphere" by storm. A podcast is a professional-quality Internet radio broadcast, and like blogging and HTML before it, this revolutionary new way of publishing to the Internet has become the new outlet for personal expression. If you've got Internet access and a copy of Podcasting Hacks, you can find out just how easy it is to listen to and create your own Internet audio programs. With Podcasting Hacks, Jack Herrington, a software engineer with 20 years of experience developing applications using a diverse set of languages and tools, delivers the ultimate how-to of podcasting for anyone looking to get the most out of this hot new medium. Since August 2004 (the month that iPodder.com editor Adam Curry considers the start of podcasting), audio blogging has exploded. Podcasts cover every conceivable topic, including sex, relationships, technology, religion, home brewing, recreational drugs, rock 'n roll, food, entertainment, politics, and much more. There were podcasts from the Democratic National Convention in Fall 2004, and some programs on Air America and NPR are also podcasts. Podcasting Hacks offers expert tips and tools for blogging out loud--for transmitting (and receiving) audio content worldwide with ease. This groundbreaking volume covers both entry-level and advanced topics perfect for aspiring and experienced podcasters. Herrington shows you how to get started, create quality sound, use the right software, develop a great show, distribute a podcast, and build an audience. More advanced topics include audio editing, podcasting on the go, and even videocasting.

Benchmarking in Institutional Research

Gary D. Levy,Nicolas A. Valcik
Benchmarking in Institutional Research Book PDF

Author : Gary D. Levy,Nicolas A. Valcik
Publisher : John Wiley & Sons
Page : 124 pages
File Size : 52,6 Mb
Release : 2012-12-21
Category : Education
ISBN : 9781118641040

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Benchmarking in Institutional Research by Gary D. Levy,Nicolas A. Valcik Pdf

While the term benchmarking is commonplace nowadays in institutional research and higher education, less common, is a solid understanding of what it really means and how it has been, and can be, used effectively. This volume begins by defining benchmarking as “a strategic and structured approach whereby an organization compares aspects of its processes and/or outcomes to those of another organization or set of organizations to identify opportunities for improvement.” Building on this definition, the chapters provide a brief history of the evolution and emergence of benchmarking in general and in higher education in particular. The authors apply benchmarking to: Enrollment management and student success Institutional effectiveness The potential economic impact of higher education institutions on their host communities. They look at the use of national external survey data in institutional benchmarking and selection of peer institutions, introduce multivariate statistical methodologies for guiding that selection, and consider a novel application of baseball sabermetric methods. The volume offers a solid starting point for those new to benchmarking in higher education and provides examples of current best practices and prospective new directions. This is the 156th volume of this Jossey-Bass series. Always timely and comprehensive, New Directions for Institutional Research provides planners and administrators in all types of academic institutions with guidelines in such areas as resource coordination, information analysis, program evaluation, and institutional management.

Big Data for Chimps

Philip (flip) Kromer,Russell Jurney
Big Data for Chimps Book PDF

Author : Philip (flip) Kromer,Russell Jurney
Publisher : "O'Reilly Media, Inc."
Page : 219 pages
File Size : 43,7 Mb
Release : 2015-09-28
Category : Computers
ISBN : 9781491923924

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Big Data for Chimps by Philip (flip) Kromer,Russell Jurney Pdf

Annotation To help you answer big data questions, this unique guide shows you how to use simple, fun, and elegant tools leveraging Apache Hadoop. You'll learn how to break problems into efficient data transformations to meet most of your analysis needs.

Mathletics

Wayne L. Winston,Scott Nestler,Konstantinos Pelechrinis
Mathletics Book PDF

Author : Wayne L. Winston,Scott Nestler,Konstantinos Pelechrinis
Publisher : Princeton University Press
Page : 608 pages
File Size : 53,8 Mb
Release : 2022-02-22
Category : Computers
ISBN : 9780691189291

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Mathletics by Wayne L. Winston,Scott Nestler,Konstantinos Pelechrinis Pdf

How to use math to improve performance and predict outcomes in professional sports 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, e-sports, golf, volleyball, gambling Calcuttas, analysis of camera data, Bayesian inference, ridge regression, and other statistical techniques. After reading Mathletics, you will understand why baseball teams should almost never bunt; why football overtime systems are unfair; why points, rebounds, and assists aren’t enough to determine who’s the NBA’s best player; and more.

Baseball’S Brotherhood Team

Bryan Steverson
Baseball S Brotherhood Team Book PDF

Author : Bryan Steverson
Publisher : WestBow Press
Page : 276 pages
File Size : 51,7 Mb
Release : 2018-02-22
Category : Sports & Recreation
ISBN : 9781973616870

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Baseball’S Brotherhood Team by Bryan Steverson Pdf

In the Book of Genesis, when Cain is confronted by God regarding the death of his brother, he replies, Am I my brothers keeper? Within these pages, players respond affirmatively to this centurys age old question. They took stands against prejudice during times in our country when it was not the norm. Their courage serves as a model for all of us today. These players lived the biblical challenge of loving your neighbor. This is the third book by the author of inspirational stories about players from our national pastime. Fifteen members of our National Baseball Hall of Fame are here as well as others of lesser fame. The examples include 19th century baseball, Babe Ruth and Pete Rose. Each player was special. Each story inspirational.