A Fans Guide To Baseball Analytics

Author : Anthony Castrovince
Publisher : Simon and Schuster
ISBN 13 : 1683583450
Total Pages : 163 pages
Book Rating : 4.55/5 ( download)

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Download or read book A Fan's Guide to Baseball Analytics written by Anthony Castrovince and published by Simon and Schuster. This book was released on 2020-05-12 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: Broken up into sections (pitching, fielding, hitting), this authoritative yet fun and easy guide will help readers young and old fully understand and comprehend the statistics that are the present and future of our national pastime. We all know what a .300 hitter looks like. The same with a 20-game winner. Those numbers are ingrained in our brains. But do they mean as much as we think? Do we feel the same way when we hear a batter has a .390 wOBA? How about a pitcher with a 1.2 WHIP? These statistics are the future of modern baseball, and no fan should be in the dark about how these metrics apply to the game. In the last twenty years, an avalanche of analytics has taken over the way the game is played, managed, and assessed, but the statistics that drive the sport (metrics like wRC+, FIP, and WAR, just to name a few) read like alphabet soup to a large number of fans who still think batting average, RBIs, and wins are the best barometers for baseball players. In A Fan’s Guide to Baseball Analytics, MLB.com reporter and columnist Anthony Castrovince has taken on the role as explainer to help such fans understand why the old stats don’t always add up. Readers will also learn where these modern stats came from, what they convey, and how to use them to evaluate players of the present, past, and future. For instance, what if we told you that when Joe DiMaggio had his famous 56-game hitting streak in 1941, helping him win the AL MVP, that there was, perhaps, someone more deserving? In fact, the great Ted Williams actually had a higher fWAR, bWAR, wRC+, OPS, OPS+, ISO, RC . . . well, you get the picture. So, streak or no streak, Williams should have been league MVP. An introductory course on sabermetrics, A Fan’s Guide to Baseball Analytics is an easily digestible resource that readers can keep turning back to when they see a modern metric referenced in today’s baseball coverage.

Author : Gabriel B. Costa
Publisher : McFarland
ISBN 13 : 1476667667
Total Pages : 221 pages
Book Rating : 4.69/5 ( download)

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Download or read book Understanding Sabermetrics written by Gabriel B. Costa and published by McFarland. This book was released on 2019-06-05 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: Interest in Sabermetrics has increased dramatically in recent years as the need to better compare baseball players has intensified among managers, agents and fans, and even other players. The authors explain how traditional measures--such as Earned Run Average, Slugging Percentage, and Fielding Percentage--along with new statistics--Wins Above Average, Fielding Independent Pitching, Wins Above Replacement, the Equivalence Coefficient and others--define the value of players. Actual player statistics are used in developing models, while examples and exercises are provided in each chapter. This book serves as a guide for both beginners and those who wish to be successful in fantasy leagues.

Author : Zack Hample
Publisher : Vintage
ISBN 13 : 0307280322
Total Pages : 274 pages
Book Rating : 4.29/5 ( download)

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Download or read book Watching Baseball Smarter written by Zack Hample and published by Vintage. This book was released on 2007-03-27 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Zack Hample's bestselling, smart, and funny fan’s guide to baseball explains the ins and outs of pitching, hitting, running, and fielding, while offering insider trivia and anecdotes that will appeal to anyone—whether you're a major league couch potato, life-long season ticket-holder, or a beginner. • What is the difference between a slider and a curveball? • At which stadium did “The Wave” first make an appearance? • Which positions are never played by lefties? • Why do some players urinate on their hands? Combining the narrative voice and attitude of Michael Lewis with the compulsive brilliance of Schott’s Miscellany, Watching Baseball Smarter will increase your understanding and enjoyment of the sport—no matter what your level of expertise. Featuring a glossary of baseball slang, an appendix of important baseball stats, and an appendix of uniform numbers.

Author : Max Marchi
Publisher : CRC Press
ISBN 13 : 1351107070
Total Pages : 318 pages
Book Rating : 4.75/5 ( download)

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Download or read book Analyzing Baseball Data with R, Second Edition written by Max Marchi and published by CRC Press. This book was released on 2018-11-19 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Bill James
Publisher : Simon and Schuster
ISBN 13 : 1439106932
Total Pages : 1026 pages
Book Rating : 4.38/5 ( download)

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Download or read book The New Bill James Historical Baseball Abstract written by Bill James and published by Simon and Schuster. This book was released on 2010-05-11 with total page 1026 pages. Available in PDF, EPUB and Kindle. Book excerpt: When Bill James published his original Historical Baseball Abstract in 1985, he produced an immediate classic, hailed by the Chicago Tribune as the “holy book of baseball.” Now, baseball's beloved “Sultan of Stats” (The Boston Globe) is back with a fully revised and updated edition for the new millennium. Like the original, The New Bill James Historical Baseball Abstract is really several books in one. The Game provides a century's worth of American baseball history, told one decade at a time, with energetic facts and figures about How, Where, and by Whom the game was played. In The Players, you'll find listings of the top 100 players at each position in the major leagues, along with James's signature stats-based ratings method called “Win Shares,” a way of quantifying individual performance and calculating the offensive and defensive contributions of catchers, pitchers, infielders, and outfielders. And there's more: the Reference section covers Win Shares for each season and each player, and even offers a Win Share team comparison. A must-have for baseball fans and historians alike, The New Bill James Historical Baseball Abstract is as essential, entertaining, and enlightening as the sport itself.

Author :
Publisher : Potomac Books, Inc.
ISBN 13 : 1597973653
Total Pages : 458 pages
Book Rating : 4.56/5 ( download)

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Download or read book The Book written by and published by Potomac Books, Inc.. This book was released on 2007 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Baseball "by The Book."

Author : Joseph Adler
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491949422
Total Pages : 472 pages
Book Rating : 4.29/5 ( download)

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Download or read book Baseball Hacks written by Joseph Adler and published by "O'Reilly Media, Inc.". This book was released on 2006-01-31 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Benjamin Baumer
Publisher : University of Pennsylvania Press
ISBN 13 : 0812245725
Total Pages : 208 pages
Book Rating : 4.21/5 ( download)

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Download or read book The Sabermetric Revolution written by Benjamin Baumer and published by University of Pennsylvania Press. This book was released on 2014-01-23 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors look at the history of statistical analysis in baseball, how it can best be used today and how its it must evolve for the future.

Author : Rob Vollman
Publisher : ECW Press
ISBN 13 : 1773052500
Total Pages : 312 pages
Book Rating : 4.02/5 ( download)

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Download or read book Stat Shot: A Fan’s Guide to Hockey Analytics written by Rob Vollman and published by ECW Press. This book was released on 2018-09-18 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: With every passing season, statistical analysis is playing an ever-increasing role in how hockey is played and covered. Knowledge of the underlying numbers can help fans stretch their enjoyment of the game. Acting as an invaluable supplement to traditional analysis, Stat Shot: A Fan’s Guide to Hockey Analytics can be used to test the validity of conventional wisdom and to gain insight into what teams are doing behind the scenes — or maybe what they should be doing! Inspired by Bill James’s Baseball Abstract, Rob Vollman has written a timeless reference of the mainstream applications and limitations of hockey analytics. With over 300 pages of fresh analysis, it includes a guide to the basics, how to place stats into context, how to translate data from one league to another, the most comprehensive glossary of hockey statistics, and more. Whether A Fan’s Guide to Hockey Analytics is used as a primer for today’s new statistics, as a reference for leading edge research and hard-to-find statistical data, or read for its passionate and engaging storytelling, it belongs on every serious fan’s bookshelf. A Fan’s Guide to Hockey Analytics makes advanced stats simple, practical, and fun.

Author : Bill James
Publisher : Diversion Books
ISBN 13 : 1626812632
Total Pages : 411 pages
Book Rating : 4.35/5 ( download)

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Download or read book The Bill James Guide to Baseball Managers written by Bill James and published by Diversion Books. This book was released on 2014-04-01 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: The man Newsweek once called “the guru of baseball” offers profiles of top managers, sidebars, statistics, and snapshots of each decade. Widely considered to be one of the greatest minds in the history of the game, Bill James has changed the way we think about the sport of baseball. In this chronicle of field generals, strategists, and occasional cannon fodder, James writes with piercing insight about the men who hold what may be the most important spot in the dugout. For nearly forty years, James has led the vanguard of how we measure the game. From sabermetrics to his Baseball Abstracts, James has influenced even the casual fan all the way up to the top brass. Somewhere in the middle of that spectrum, however, is the manager, and Bill James has penned a guide on some of the most innovative and renowned men to ever hold that position. Some of the game’s greatest managers have been Hall of Fame players who put down a bat and picked up a lineup card: Frank Robinson, Mel Ott, Joe Cronin, Tris Speaker, and Rogers Hornsby. Others have achieved greatness from their ability to assemble legendary teams: Billy Martin, Tommy Lasorda, Connie Mack, Joseph McCarthy, Dick Williams, and Leo Durocher. Here, Bill James explores the history of the manager, and its evolution from 1870–1990, in a decade-by-decade chronicle, examining the successes, the failures, and what baseball fans can learn from both. The Bill James Guide to Baseball Managers is a thought-provoking, entertaining, and seminal guide to a vital part of the national pastime, written by one of its most groundbreaking iconoclasts. “A delightful collection that will satisfy baseball fans of all ages.” —Library Journal