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A Fans Guide To Baseball Analytics
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Book Synopsis Understanding Sabermetrics by : Gabriel B. Costa
Download or read book Understanding Sabermetrics written by Gabriel B. Costa and published by McFarland. This book was released on 2019-06-19 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.
Book Synopsis A Fan's Guide to Baseball Analytics by : Anthony Castrovince
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.
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 486 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
Book Synopsis Watching Baseball Smarter by : Zack Hample
Download or read book Watching Baseball Smarter written by Zack Hample and published by Vintage. This book was released on 2008-12-24 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.
Book Synopsis Stat Shot: A Fan’s Guide to Hockey Analytics by : Rob Vollman
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 294 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.
Book Synopsis Analyzing Baseball Data with R, Second Edition by : Max Marchi
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 302 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.
Book Synopsis The Sabermetric Revolution by : Benjamin Baumer
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.
Book Synopsis Baseball Field Guide, Fourth Edition: An In-Depth Illustrated Guide to the Complete Rules of Baseball (Fourth) by : Dan Formosa
Download or read book Baseball Field Guide, Fourth Edition: An In-Depth Illustrated Guide to the Complete Rules of Baseball (Fourth) written by Dan Formosa and published by The Experiment, LLC. This book was released on 2023-04-25 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: A great overview for novices and a precise reference guide for devoted fans! Admit it: Even if you’re a die-hard fan of our national pastime, sometimes an umpire’s call can be baffling. And for newer fans, Major League Baseball’s nuanced rules—developed and revised over many decades—can be downright perplexing. Now updated throughout with the latest changes, including specifications about the universal designated hitter and limits on defensive shifts, the Baseball Field Guide lays out every rule in plain English. You’ll learn to answer all these questions and more: Do you know the twenty-two ways a pitcher can be charged with a balk? Can you list all seven ways a batter can safely get to first base? Obstruction or interference—who’s at fault when things get rough? What are the rules that apply before and after a game? What happens when spectators are the ones who misbehave? How well do you understand the infamous Infield Fly Rule (and why does it exist)? This is the clearest explanation anywhere of the rules of baseball. Designed for quick and intuitive searches, this entertaining reference will help you understand every aspect of the game and add to your enjoyment of the sport.
Book Synopsis Big Data Baseball by : Travis Sawchik
Download or read book Big Data Baseball written by Travis Sawchik and published by Macmillan + ORM. This book was released on 2015-05-19 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data Baseball provides a behind-the-scenes look at how the Pittsburgh Pirates used big data strategies to end the longest losing streak in North American pro sports history. New York Times Bestseller After twenty consecutive losing seasons for the Pittsburgh Pirates, team morale was low, the club’s payroll ranked near the bottom of the sport, game attendance was down, and the city was becoming increasingly disenchanted with its team. Big Data Baseball is the story of how the 2013 Pirates, mired in the longest losing streak in North American pro sports history, adopted drastic big-data strategies to end the drought, make the playoffs, and turn around the franchise’s fortunes. Big Data Baseball is Moneyball for a new generation. Award-winning journalist Travis Sawchik takes you behind the scenes to expertly weave together the stories of the key figures who changed the way the Pirates played the game, revealing how a culture of collaboration and creativity flourished as whiz-kid analysts worked alongside graybeard coaches to revolutionize the sport and uncover groundbreaking insights for how to win more games without spending a dime. From pitch framing to on-field shifts, this entertaining and enlightening underdog story closely examines baseball’s burgeoning big data movement and demonstrates how the millions of data points which aren’t immediately visible to players and spectators, are the bit of magic that led the Pirates to finish the 2013 season in second place and brought an end to a twenty-year losing streak.
Download or read book Smart Baseball written by Keith Law and published by HarperCollins. This book was released on 2017-04-25 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: Predictably Irrational meets Moneyball in ESPN veteran writer and statistical analyst Keith Law’s iconoclastic look at the numbers game of baseball, proving why some of the most trusted stats are surprisingly wrong, explaining what numbers actually work, and exploring what the rise of Big Data means for the future of the sport. For decades, statistics such as batting average, saves recorded, and pitching won-lost records have been used to measure individual players’ and teams’ potential and success. But in the past fifteen years, a revolutionary new standard of measurement—sabermetrics—has been embraced by front offices in Major League Baseball and among fantasy baseball enthusiasts. But while sabermetrics is recognized as being smarter and more accurate, traditionalists, including journalists, fans, and managers, stubbornly believe that the "old" way—a combination of outdated numbers and "gut" instinct—is still the best way. Baseball, they argue, should be run by people, not by numbers.? In this informative and provocative book, teh renowned ESPN analyst and senior baseball writer demolishes a century’s worth of accepted wisdom, making the definitive case against the long-established view. Armed with concrete examples from different eras of baseball history, logic, a little math, and lively commentary, he shows how the allegiance to these numbers—dating back to the beginning of the professional game—is firmly rooted not in accuracy or success, but in baseball’s irrational adherence to tradition. While Law gores sacred cows, from clutch performers to RBIs to the infamous save rule, he also demystifies sabermetrics, explaining what these "new" numbers really are and why they’re vital. He also considers the game’s future, examining how teams are using Data—from PhDs to sophisticated statistical databases—to build future rosters; changes that will transform baseball and all of professional sports.
Download or read book Future Value written by Eric Longenhagen and published by Triumph Books. This book was released on 2020-04-14 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: An unprecedented look inside the world of baseball scouting and evaluation from two of the industry's top prospect analysts For the modern Major League team, player evaluation is a complex, multi-pronged, high-tech pursuit. But far from becoming obsolete in this environment—as Michael Lewis' Moneyball once forecast—the role of the scout in today's game has evolved and even expanded. Rather than being the antithesis of a data-driven approach, scouting now represents an essential analytical component in a team's arsenal. Future Value is a thorough dive into baseball's changing world of talent acquisition and development, a world with its own language, methods, metrics, and madness. From rural high schools to elite amateur showcases, from the back fields of spring training to major league draft rooms, Eric Longenhagen and Kiley McDaniel break down the key systems and techniques used to assess talent. It's a process that has moved beyond the quintessential stopwatches and radar guns to include statistical models, countless measurable indicators, and a broader international reach. ?Practical and probing, discussing wide-ranging topics from tool grades to front office politics, this is an illuminating exploration of how to watch baseball and see the future.
Book Synopsis Analyzing Baseball Data with R by : Max Marchi
Download or read book Analyzing Baseball Data with R written by Max Marchi and published by CRC Press. This book was released on 2016-04-05 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Download or read book Infinite Baseball written by Alva Noë and published by Oxford University Press. This book was released on 2019-03-01 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: Baseball is a strange sport: it consists of long periods in which little seems to be happening, punctuated by high-energy outbursts of rapid fire activity. Because of this, despite ever greater profits, Major League Baseball is bent on finding ways to shorten games, and to tailor baseball to today's shorter attention spans. But for the true fan, baseball is always compelling to watch -and intellectually fascinating. It's superficially slow-pace is an opportunity to participate in the distinctive thinking practice that defines the game. If baseball is boring, it's boring the way philosophy is boring: not because there isn't a lot going on, but because the challenge baseball poses is making sense of it all. In this deeply entertaining book, philosopher and baseball fan Alva Noë explores the many unexpected ways in which baseball is truly a philosophical kind of game. For example, he ponders how observers of baseball are less interested in what happens, than in who is responsible for what happens; every action receives praise or blame. To put it another way, in baseball - as in the law - we decide what happened based on who is responsible for what happened. Noe also explains the curious activity of keeping score: a score card is not merely a record of the game, like a video recording; it is an account of the game. Baseball requires that true fans try to tell the story of the game, in real time, as it unfolds, and thus actively participate in its creation. Some argue that baseball is fundamentally a game about numbers. Noe's wide-ranging, thoughtful observations show that, to the contrary, baseball is not only a window on language, culture, and the nature of human action, but is intertwined with deep and fundamental human truths. The book ranges from the nature of umpiring and the role of instant replay, to the nature of the strike zone, from the rampant use of surgery to controversy surrounding performance enhancing drugs. Throughout, Noe's observations are surprising and provocative. Infinite Baseball is a book for the true baseball fan.
Download or read book Astroball written by Ben Reiter and published by Crown. This book was released on 2019-03-26 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: NEW YORK TIMES BESTSELLER • The inside story of the Houston Astros, whose relentless innovation took them from the worst team in baseball to the World Series in 2017 and 2019 “Reiter’s superb narrative of how the team got there provides powerful insights into how organizations—not just baseball clubs—work best.”—The Wall Street Journal Astroball picks up where Michael Lewis’s acclaimed Moneyball leaves off, telling the thrilling story of a championship team that pushed both the sport and business of baseball to the next level. In 2014, the Astros were the worst baseball team in half a century, but just three years later they defied critics to win a stunning World Series. In this book, Ben Reiter shows how the Astros built a system that avoided the stats-versus-scouts divide by giving the human factor a key role in their decision-making. Sitting at the nexus of sports, business, and innovation, Astroball is the story of the next wave of thinking in baseball and beyond, at once a remarkable underdog tale and a fascinating look at the cutting edge of evaluating and optimizing human potential.
Download or read book The MVP Machine written by Ben Lindbergh and published by Basic Books. This book was released on 2019-06-04 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Move over, Moneyball -- this New York Times bestseller examines major league baseball's next cutting-edge revolution: the high-tech quest to build better players. As bestselling authors Ben Lindbergh and Travis Sawchik reveal in The MVP Machine, the Moneyball era is over. Fifteen years after Michael Lewis brought the Oakland Athletics' groundbreaking team-building strategies to light, every front office takes a data-driven approach to evaluating players, and the league's smarter teams no longer have a huge advantage in valuing past performance. Lindbergh and Sawchik's behind-the-scenes reporting reveals: How undersized afterthoughts José Altuve and Mookie Betts became big sluggers and MVPs How polarizing pitcher Trevor Bauer made himself a Cy Young contender How new analytical tools have overturned traditional pitching and hitting techniques How a wave of young talent is making MLB both better than ever and arguably worse to watch Instead of out-drafting, out-signing, and out-trading their rivals, baseball's best minds have turned to out-developing opponents, gaining greater edges than ever by perfecting prospects and eking extra runs out of older athletes who were once written off. Lindbergh and Sawchik take us inside the transformation of former fringe hitters into home-run kings, show how washed-up pitchers have emerged as aces, and document how coaching and scouting are being turned upside down. The MVP Machine charts the future of a sport and offers a lesson that goes beyond baseball: Success stems not from focusing on finished products, but from making the most of untapped potential.
Book Synopsis The New Bill James Historical Baseball Abstract by : Bill James
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.
Book Synopsis Hockey Abstract Presents... Stat Shot by : Vollman, Rob
Download or read book Hockey Abstract Presents... Stat Shot written by Vollman, Rob and published by ECW Press. This book was released on 2016-09-01 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Making advanced stats simple, practical, and fun for hockey fans Advanced stats give hockeyÍs powerbrokers an edge, and now fans can get in on the action. Stat Shot is a fun and informative guide hockey fans can use to understand and enjoy what analytics says about team building, a playerÍs junior numbers, measuring faceoff success, recording save percentage, the most one-sided trades in history, and everything you ever wanted to know about shot-based metrics. Acting as an invaluable supplement to traditional analysis, Stat Shot 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. Whether looking for a reference for leading-edge research and hard-to-find statistical data, or for passionate and engaging storytelling, Stat Shot belongs on every serious hockey fanÍs bookshelf.
