Teaching Statistics Using Baseball

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Teaching Statistics Using Baseball

Author : Jim Albert
Publisher : American Mathematical Society
ISBN 13 : 1470469383
Total Pages : 257 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Teaching Statistics Using Baseball by : Jim Albert

Download or read book Teaching Statistics Using Baseball written by Jim Albert and published by American Mathematical Society. This book was released on 2022-02-04 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Teaching Statistics Using Baseball is a collection of case studies and exercises applying statistical and probabilistic thinking to the game of baseball. Baseball is the most statistical of all sports since players are identified and evaluated by their corresponding hitting and pitching statistics. There is an active effort by people in the baseball community to learn more about baseball performance and strategy by the use of statistics. This book illustrates basic methods of data analysis and probability models by means of baseball statistics collected on players and teams. Students often have difficulty learning statistics ideas since they are explained using examples that are foreign to the students. The idea of the book is to describe statistical thinking in a context (that is, baseball) that will be familiar and interesting to students. The book is organized using a same structure as most introductory statistics texts. There are chapters on the analysis on a single batch of data, followed with chapters on comparing batches of data and relationships. There are chapters on probability models and on statistical inference. The book can be used as the framework for a one-semester introductory statistics class focused on baseball or sports. This type of class has been taught at Bowling Green State University. It may be very suitable for a statistics class for students with sports-related majors, such as sports management or sports medicine. Alternately, the book can be used as a resource for instructors who wish to infuse their present course in probability or statistics with applications from baseball. The second edition of Teaching Statistics follows the same structure as the first edition, where the case studies and exercises have been replaced by modern players and teams, and the new types of baseball data from the PitchFX system and fangraphs.com are incorporated into the text.

Sandlot Stats

Author : Stanley Rothman
Publisher : JHU Press
ISBN 13 : 1421408678
Total Pages : 587 pages
Book Rating : 4.4/5 (214 download)

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Book Synopsis Sandlot Stats by : Stanley Rothman

Download or read book Sandlot Stats written by Stanley Rothman and published by JHU Press. This book was released on 2012-11-01 with total page 587 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sandlot Stats uses the national pastime to help students who love baseball learn—and enjoy—statistics. As Derek Jeter strolls toward the plate, the announcer tosses out a smattering of statistics—from hitting streaks to batting averages. But what do the numbers mean? And how can America’s favorite pastime be a model for learning about statistics? Sandlot Stats is an innovative textbook that explains the mathematical underpinnings of baseball so that students can understand the world of statistics and probability. Carefully illustrated and filled with exercises and examples, this book teaches the fundamentals of probability and statistics through the feats of baseball legends such as Hank Aaron, Joe DiMaggio, and Ted Williams—and more recent players such as Barry Bonds, Albert Pujols, and Alex Rodriguez. Exercises require only pen-and-paper or Microsoft Excel to perform the analyses. Sandlot Stats covers all the bases, including • descriptive and inferential statistics • linear regression and correlation • probability • sports betting • probability distribution functions • sampling distributions • hypothesis testing • confidence intervals • chi-square distribution Sandlot Stats offers information covered in most introductory statistics books, yet is peppered with interesting facts from the history of baseball to enhance the interest of the student and make learning fun.

Teaching Statistics Using Baseball, 2nd Edition

Author : James Albert
Publisher : The Mathematical Association of America
ISBN 13 : 1939512166
Total Pages : 256 pages
Book Rating : 4.9/5 (395 download)

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Book Synopsis Teaching Statistics Using Baseball, 2nd Edition by : James Albert

Download or read book Teaching Statistics Using Baseball, 2nd Edition written by James Albert and published by The Mathematical Association of America. This book was released on 2017-02-28 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book illustrates basic methods of data analysis and probability models by means of baseball statistics collected on players and teams. The idea of the book is to describe statistical thinking in a context that will be familiar and interesting to students. The second edition of Teaching Statistics follows the same structure as the first edition, where the case studies and exercises have been replaced by modern players and teams, and the new types of baseball data from the PitchFX system and fangraphs.com are incorporated into the text.

Analyzing Baseball Data with R, Second Edition

Author : Max Marchi
Publisher : CRC Press
ISBN 13 : 1351107070
Total Pages : 302 pages
Book Rating : 4.3/5 (511 download)

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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.

Baseball Hacks

Author : Joseph Adler
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491949422
Total Pages : 486 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Baseball Hacks by : Joseph Adler

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

Analyzing Baseball Data with R

Author : Max Marchi
Publisher : CRC Press
ISBN 13 : 1466570237
Total Pages : 349 pages
Book Rating : 4.4/5 (665 download)

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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.

Curve Ball

Author : Jim Albert
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (424 download)

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Book Synopsis Curve Ball by : Jim Albert

Download or read book Curve Ball written by Jim Albert and published by . This book was released on 2001 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Reasoning in Sports

Author : Josh Tabor
Publisher : Macmillan
ISBN 13 : 1429274379
Total Pages : 709 pages
Book Rating : 4.4/5 (292 download)

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Book Synopsis Statistical Reasoning in Sports by : Josh Tabor

Download or read book Statistical Reasoning in Sports written by Josh Tabor and published by Macmillan. This book was released on 2011-12-23 with total page 709 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offering a unique and powerful way to introduce the principles of statistical reasoning, Statistical Reasoning in Sports features engaging examples and a student-friendly approach. Starting from the very first chapter, students are able to ask questions, collect and analyze data, and draw conclusions using randomization tests. Is it harder to shoot free throws with distractions? We explore this question by designing an experiment, collecting the data, and using a hands-on simulation to analyze results. Completely covering the Common Core Standards for Probability and Statistics, Statistical Reasoning in Sports is an accessible and fun way to learn about statistics!

A Mathematician at the Ballpark

Author : Ken Ross
Publisher : Penguin
ISBN 13 : 1101010843
Total Pages : 225 pages
Book Rating : 4.1/5 (1 download)

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Book Synopsis A Mathematician at the Ballpark by : Ken Ross

Download or read book A Mathematician at the Ballpark written by Ken Ross and published by Penguin. This book was released on 2007-02-27 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: In A Mathematician at the Ballpark, professor Ken Ross reveals the math behind the stats. This lively and accessible book shows baseball fans how to harness the power of made predictions and better understand the game. Using real-world examples from historical and modern-day teams, Ross shows: • Why on-base and slugging percentages are more important than batting averages • How professional odds makers predict the length of a seven-game series • How to use mathematics to make smarter bets A Mathematician at the Ballpark is the perfect guide to the science of probability for the stats-obsessed baseball fans—and, with a detailed new appendix on fantasy baseball, an essential tool for anyone involved in a fantasy league.

Analytic Methods in Sports

Author : Thomas A. Severini
Publisher : CRC Press
ISBN 13 : 1000050947
Total Pages : 362 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Analytic Methods in Sports by : Thomas A. Severini

Download or read book Analytic Methods in Sports written by Thomas A. Severini and published by CRC Press. This book was released on 2020-04-15 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the greatest changes in the sports world in the past 20 years has been the use of mathematical methods to analyze performances, recognize trends and patterns, and predict results. Analytic Methods in Sports: Using Mathematics and Statistics to Understand Data from Baseball, Football, Basketball, and Other Sports, Second Edition provides a concise yet thorough introduction to the analytic and statistical methods that are useful in studying sports. The book gives you all the tools necessary to answer key questions in sports analysis. It explains how to apply the methods to sports data and interpret the results, demonstrating that the analysis of sports data is often different from standard statistical analyses. The book integrates a large number of motivating sports examples throughout and offers guidance on computation and suggestions for further reading in each chapter. Features Covers numerous statistical procedures for analyzing data based on sports results Presents fundamental methods for describing and summarizing data Describes aspects of probability theory and basic statistical concepts that are necessary to understand and deal with the randomness inherent in sports data Explains the statistical reasoning underlying the methods Illustrates the methods using real data drawn from a wide variety of sports Offers many of the datasets on the author’s website, enabling you to replicate the analyses or conduct related analyses New to the Second Edition R code included for all calculations A new chapter discussing several more advanced methods, such as binary response models, random effects, multilevel models, spline methods, and principal components analysis, and more Exercises added to the end of each chapter, to enable use for courses and self-study

Statistics Using Technology, Second Edition

Author : Kathryn Kozak
Publisher : Lulu.com
ISBN 13 : 1329757254
Total Pages : 459 pages
Book Rating : 4.3/5 (297 download)

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Book Synopsis Statistics Using Technology, Second Edition by : Kathryn Kozak

Download or read book Statistics Using Technology, Second Edition written by Kathryn Kozak and published by Lulu.com. This book was released on 2015-12-12 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistics With Technology, Second Edition, is an introductory statistics textbook. It uses the TI-83/84 calculator and R, an open source statistical software, for all calculations. Other technology can also be used besides the TI-83/84 calculator and the software R, but these are the ones that are presented in the text. This book presents probability and statistics from a more conceptual approach, and focuses less on computation. Analysis and interpretation of data is more important than how to compute basic statistical values.

The Art of Teaching Science

Author : Jack Hassard
Publisher : Routledge
ISBN 13 : 1135890005
Total Pages : 577 pages
Book Rating : 4.1/5 (358 download)

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Book Synopsis The Art of Teaching Science by : Jack Hassard

Download or read book The Art of Teaching Science written by Jack Hassard and published by Routledge. This book was released on 2013-07-04 with total page 577 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Art of Teaching Science emphasizes a humanistic, experiential, and constructivist approach to teaching and learning, and integrates a wide variety of pedagogical tools. Becoming a science teacher is a creative process, and this innovative textbook encourages students to construct ideas about science teaching through their interactions with peers, mentors, and instructors, and through hands-on, minds-on activities designed to foster a collaborative, thoughtful learning environment. This second edition retains key features such as inquiry-based activities and case studies throughout, while simultaneously adding new material on the impact of standardized testing on inquiry-based science, and explicit links to science teaching standards. Also included are expanded resources like a comprehensive website, a streamlined format and updated content, making the experiential tools in the book even more useful for both pre- and in-service science teachers. Special Features: Each chapter is organized into two sections: one that focuses on content and theme; and one that contains a variety of strategies for extending chapter concepts outside the classroom Case studies open each chapter to highlight real-world scenarios and to connect theory to teaching practice Contains 33 Inquiry Activities that provide opportunities to explore the dimensions of science teaching and increase professional expertise Problems and Extensions, On the Web Resources and Readings guide students to further critical investigation of important concepts and topics. An extensive companion website includes even more student and instructor resources, such as interviews with practicing science teachers, articles from the literature, chapter PowerPoint slides, syllabus helpers, additional case studies, activities, and more. Visit http://www.routledge.com/textbooks/9780415965286 to access this additional material.

Introductory Statistics 2e

Author : Barbara Illowsky
Publisher :
ISBN 13 :
Total Pages : 2106 pages
Book Rating : 4./5 ( download)

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Book Synopsis Introductory Statistics 2e by : Barbara Illowsky

Download or read book Introductory Statistics 2e written by Barbara Illowsky and published by . This book was released on 2023-12-13 with total page 2106 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introductory Statistics 2e provides an engaging, practical, and thorough overview of the core concepts and skills taught in most one-semester statistics courses. The text focuses on diverse applications from a variety of fields and societal contexts, including business, healthcare, sciences, sociology, political science, computing, and several others. The material supports students with conceptual narratives, detailed step-by-step examples, and a wealth of illustrations, as well as collaborative exercises, technology integration problems, and statistics labs. The text assumes some knowledge of intermediate algebra, and includes thousands of problems and exercises that offer instructors and students ample opportunity to explore and reinforce useful statistical skills. This is an adaptation of Introductory Statistics 2e by OpenStax. You can access the textbook as pdf for free at openstax.org. Minor editorial changes were made to ensure a better ebook reading experience. Textbook content produced by OpenStax is licensed under a Creative Commons Attribution 4.0 International License.

Introduction to Probability

Author : Joseph K. Blitzstein
Publisher : CRC Press
ISBN 13 : 1466575573
Total Pages : 599 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Introduction to Probability by : Joseph K. Blitzstein

Download or read book Introduction to Probability written by Joseph K. Blitzstein and published by CRC Press. This book was released on 2014-07-24 with total page 599 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developed from celebrated Harvard statistics lectures, Introduction to Probability provides essential language and tools for understanding statistics, randomness, and uncertainty. The book explores a wide variety of applications and examples, ranging from coincidences and paradoxes to Google PageRank and Markov chain Monte Carlo (MCMC). Additional application areas explored include genetics, medicine, computer science, and information theory. The print book version includes a code that provides free access to an eBook version. The authors present the material in an accessible style and motivate concepts using real-world examples. Throughout, they use stories to uncover connections between the fundamental distributions in statistics and conditioning to reduce complicated problems to manageable pieces. The book includes many intuitive explanations, diagrams, and practice problems. Each chapter ends with a section showing how to perform relevant simulations and calculations in R, a free statistical software environment.

The New Bill James Historical Baseball Abstract

Author : Bill James
Publisher : Simon and Schuster
ISBN 13 : 1439106932
Total Pages : 1026 pages
Book Rating : 4.4/5 (391 download)

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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.

Baseball: Teach Your Kid to Hit...So They Don't Quit!

Author : Kevin Gallagher
Publisher : KG Publishing
ISBN 13 : 9781734727142
Total Pages : pages
Book Rating : 4.7/5 (271 download)

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Book Synopsis Baseball: Teach Your Kid to Hit...So They Don't Quit! by : Kevin Gallagher

Download or read book Baseball: Teach Your Kid to Hit...So They Don't Quit! written by Kevin Gallagher and published by KG Publishing. This book was released on 2020-06-08 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Kevin Gallagher has written a book that provides a process to parents and coaches on how to teach children to hit a baseball or a softball. It is a process that will dramatically increase the chances of any child to make contact with the ball.Hitting a baseball is hard and very few people know how to teach children or young adults how to hit.Throwing batting practice to a child is not teaching them to hit.This book is designed to convince the vast audience of Parents that they, regardless of their background, can teach their child to make contact with a baseball/softball, by providing a simple process that will make sense to them and their child.If we don't teach our kids to hit, they will get frustrated and quit.The book is an easy read and is a story of the state of Baseball today, and takes us on a journey on how the length of Major League games, the late hour finishes, the Launch Angle Swing and the infatuation of the Home Run, as well as the amount of non-action during games, has all contributed to the games declining popularity in America and the disappearing participation of America's youth. It is a story full of anecdotes, quotes and eye popping statistics that makes the book enjoyable, but always leading to the inevitable conclusion that making contact with the baseball is the only way you will keep a child involved in the game?? and ultimately create more action inside the game.At the books conclusion, Kevin lays out a simple 8 Step Process to make contact with the ball.It is a process for the parent to learn, understand, and own. Then, and only then, the parent will have the knowledge and confidence to teach their child.In addition to the written process, and numerous entertaining illustrations, there are links to a 24 minute instructional video broken down step-by-step to help you visualize what is being taught.

The MVP Machine

Author : Ben Lindbergh
Publisher : Basic Books
ISBN 13 : 1541698959
Total Pages : 428 pages
Book Rating : 4.5/5 (416 download)

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Book Synopsis The MVP Machine by : Ben Lindbergh

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.