Mixing Matching And Sabermetrics

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Mixing Matching and Sabermetrics

Author : Jacob Bradley
Publisher :
ISBN 13 :
Total Pages : 131 pages
Book Rating : 4.:/5 (15 download)

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Book Synopsis Mixing Matching and Sabermetrics by : Jacob Bradley

Download or read book Mixing Matching and Sabermetrics written by Jacob Bradley and published by . This book was released on 2018 with total page 131 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fields of advanced analytics in sports and quantitative analysis of behavior as it applies to sports have developed independently over the last several decades. Both fields share the common goal of using a quantitative approach to describe and predict behavior within sports beyond the common traditional verbal accounts. To date, the two fields have not directly intersected. The current study provides an overview of advanced analytics and quantitative analysis of behavior in sports, demonstrates how the two fields can be combined to better account for the behavioral processes involved in decision-making in sports, and identifies several possible ways the two fields can be combined in future research. The Generalized Matching Equation (GME) from quantitative analysis of behavior has been successfully used to account for NFL play-calling behavior in previous studies when yards-gained on a play was the measure of reinforcement. The current study compares GME models using yards-gained as the measure of reinforcement with GME models using Success Rate--a seminal advanced analytics metric in football assessing the value of a play--as the measure of reinforcement. The GME models using Success Rate as the measure of reinforcement were largely found to account for more variance in play-calling behavior and provide better generalized matching outcomes, thus demonstrating the potential value of combining advanced analytics in sports with the quantitative analysis of behavior to improve the description and prediction of choice behavior in elite sports.

Practicing Sabermetrics

Author : Gabriel B. Costa
Publisher : McFarland
ISBN 13 : 0786454466
Total Pages : 241 pages
Book Rating : 4.7/5 (864 download)

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Book Synopsis Practicing Sabermetrics by : Gabriel B. Costa

Download or read book Practicing Sabermetrics written by Gabriel B. Costa and published by McFarland. This book was released on 2009-10-21 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: The past 30 years have seen an explosion in the number and variety of baseball books and articles. Following the lead of pioneers Bill James, John Thorn, and Pete Palmer, researchers have steadily challenged the ways we think about player and team performance--and along the way revised what we thought we knew of baseball history. This book by the authors of Understanding Sabermetrics (2008) goes beyond the explanation of new statistics to demonstrate their use in solving some of the more familiar problems of baseball research, such as how to compare players across generations; how to account for the effects of ballparks and rules changes; and how to measure the effectiveness of the sacrifice bunt or the range of the Gold Glove-winning shortstop. Instructors considering this book for use in a course may request an examination copy here.

Reasoning with Sabermetrics

Author : Gabriel B. Costa
Publisher : McFarland
ISBN 13 : 0786492813
Total Pages : 217 pages
Book Rating : 4.7/5 (864 download)

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Book Synopsis Reasoning with Sabermetrics by : Gabriel B. Costa

Download or read book Reasoning with Sabermetrics written by Gabriel B. Costa and published by McFarland. This book was released on 2012-08-17 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sabermetrics, the specialized analysis of baseball through empirical evidence, provides an impartial perspective from which to explore the game. In this work, the third in a series, three mathematicians employ statistical science in an attempt to answer some of baseball's toughest questions. For instance, how good were the 1961 New York Yankees? How bad were the 1962 Mets? Which team was the best of the Deadball Era? They also strive to determine baseball's greatest player at various positions. Throughout, the objective evidence allows for debate devoid of emotion and personal biases, providing a fresh, balanced evaluation of these and many other challenging questions. Instructors considering this book for use in a course may request an examination copy here.

Moneyball: The Art of Winning an Unfair Game

Author : Michael Lewis
Publisher : W. W. Norton & Company
ISBN 13 : 0393066231
Total Pages : 337 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Moneyball: The Art of Winning an Unfair Game by : Michael Lewis

Download or read book Moneyball: The Art of Winning an Unfair Game written by Michael Lewis and published by W. W. Norton & Company. This book was released on 2004-03-17 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Michael Lewis’s instant classic may be “the most influential book on sports ever written” (People), but “you need know absolutely nothing about baseball to appreciate the wit, snap, economy and incisiveness of [Lewis’s] thoughts about it” (Janet Maslin, New York Times). One of GQ's 50 Best Books of Literary Journalism of the 21st Century Just before the 2002 season opens, the Oakland Athletics must relinquish its three most prominent (and expensive) players and is written off by just about everyone—but then comes roaring back to challenge the American League record for consecutive wins. How did one of the poorest teams in baseball win so many games? In a quest to discover the answer, Michael Lewis delivers not only “the single most influential baseball book ever” (Rob Neyer, Slate) but also what “may be the best book ever written on business” (Weekly Standard). Lewis first looks to all the logical places—the front offices of major league teams, the coaches, the minds of brilliant players—but discovers the real jackpot is a cache of numbers?numbers!?collected over the years by a strange brotherhood of amateur baseball enthusiasts: software engineers, statisticians, Wall Street analysts, lawyers, and physics professors. What these numbers prove is that the traditional yardsticks of success for players and teams are fatally flawed. Even the box score misleads us by ignoring the crucial importance of the humble base-on-balls. This information had been around for years, and nobody inside Major League Baseball paid it any mind. And then came Billy Beane, general manager of the Oakland Athletics. He paid attention to those numbers?with the second-lowest payroll in baseball at his disposal he had to?to conduct an astonishing experiment in finding and fielding a team that nobody else wanted. In a narrative full of fabulous characters and brilliant excursions into the unexpected, Michael Lewis shows us how and why the new baseball knowledge works. He also sets up a sly and hilarious morality tale: Big Money, like Goliath, is always supposed to win . . . how can we not cheer for David?

The Shift

Author : Russell Carleton
Publisher : Triumph Books
ISBN 13 : 1641250135
Total Pages : 287 pages
Book Rating : 4.6/5 (412 download)

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Book Synopsis The Shift by : Russell Carleton

Download or read book The Shift written by Russell Carleton and published by Triumph Books. This book was released on 2018-03-08 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: With its three-hour-long contests, 162-game seasons, and countless measurable variables, baseball is a sport which lends itself to self-reflection and obsessive analysis. It's a thinking game. It's also a shifting game. Nowhere is this more evident than in the statistical revolution which has swept through the pastime in recent years, bringing metrics like WAR, OPS, and BABIP into front offices and living rooms alike. So what's on the horizon for a game that is constantly evolving? Positioned at the crossroads of sabermetrics and cognitive science, The Shift alters the trajectory of both traditional and analytics-based baseball thought. With a background in clinical psychology as well as experience in major league front offices, Baseball Prospectus' Russell Carleton illuminates advanced statistics and challenges cultural assumptions, demonstrating along the way that data and logic need not be at odds with the human elements of baseball—in fact, they're inextricably intertwined. Covering topics ranging from infield shifts to paradigm shifts, Carleton writes with verve, honesty, and an engaging style, inviting all those who love the game to examine it deeply and maybe a little differently. Data becomes digestible; intangibles are rendered not only accessible, but quantifiable. Casual fans and statheads alike will not want to miss this compelling meditation on what makes baseball tick.

Entrepreneurial Resourcefulness

Author : Andrew C. Corbett
Publisher : Emerald Group Publishing
ISBN 13 : 1781900191
Total Pages : 220 pages
Book Rating : 4.7/5 (819 download)

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Book Synopsis Entrepreneurial Resourcefulness by : Andrew C. Corbett

Download or read book Entrepreneurial Resourcefulness written by Andrew C. Corbett and published by Emerald Group Publishing. This book was released on 2013-09-16 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explores the theme of "resources" in entrepreneurship, and examines entrepreneurs that persevere in uncertain times to build new businesses. The different perspectives gathered in this volume present new ways of thinking about how entrepreneurs acquire, borrow, and make use of resources in seemingly impossible environments.

Beyond Batting Average

Author : Lee Panas
Publisher : Lulu.com
ISBN 13 : 0557312248
Total Pages : 153 pages
Book Rating : 4.5/5 (573 download)

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Book Synopsis Beyond Batting Average by : Lee Panas

Download or read book Beyond Batting Average written by Lee Panas and published by Lulu.com. This book was released on 2010 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past few decades, a multitude of advanced hitting, pitching, fielding and base running measures have been introduced to the baseball world. This comprehensive sabermetrics primer will introduce you to these new statistics with easy to understand explanations and examples. It will illustrate the evolution of statistics from simple traditional measures to the more complex metrics of today. You will learn how all the statistics are connected to winning and losing games, how to interpret them, and how to apply them to performance on the field. By the end of this book, you will be able to evaluate players and teams through statistics more thoroughly and accurately than you could before.

The Book

Author :
Publisher : Potomac Books, Inc.
ISBN 13 : 1597973653
Total Pages : 458 pages
Book Rating : 4.5/5 (979 download)

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Book Synopsis The Book by :

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."

Introduction to Data Science

Author : Rafael A. Irizarry
Publisher : CRC Press
ISBN 13 : 1000708039
Total Pages : 794 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Introduction to Data Science by : Rafael A. Irizarry

Download or read book Introduction to Data Science written by Rafael A. Irizarry and published by CRC Press. This book was released on 2019-11-20 with total page 794 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Data Science: Data Analysis and Prediction Algorithms with R introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression, and machine learning. It also helps you develop skills such as R programming, data wrangling, data visualization, predictive algorithm building, file organization with UNIX/Linux shell, version control with Git and GitHub, and reproducible document preparation. This book is a textbook for a first course in data science. No previous knowledge of R is necessary, although some experience with programming may be helpful. The book is divided into six parts: R, data visualization, statistics with R, data wrangling, machine learning, and productivity tools. Each part has several chapters meant to be presented as one lecture. The author uses motivating case studies that realistically mimic a data scientist’s experience. He starts by asking specific questions and answers these through data analysis so concepts are learned as a means to answering the questions. Examples of the case studies included are: US murder rates by state, self-reported student heights, trends in world health and economics, the impact of vaccines on infectious disease rates, the financial crisis of 2007-2008, election forecasting, building a baseball team, image processing of hand-written digits, and movie recommendation systems. The statistical concepts used to answer the case study questions are only briefly introduced, so complementing with a probability and statistics textbook is highly recommended for in-depth understanding of these concepts. If you read and understand the chapters and complete the exercises, you will be prepared to learn the more advanced concepts and skills needed to become an expert.

Matrix Methods

Author : Richard Bronson
Publisher : Academic Press
ISBN 13 : 0128184205
Total Pages : 513 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Matrix Methods by : Richard Bronson

Download or read book Matrix Methods written by Richard Bronson and published by Academic Press. This book was released on 2020-02-05 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: Matrix Methods: Applied Linear Algebra and Sabermetrics, Fourth Edition, provides a unique and comprehensive balance between the theory and computation of matrices. Rapid changes in technology have made this valuable overview on the application of matrices relevant not just to mathematicians, but to a broad range of other fields. Matrix methods, the essence of linear algebra, can be used to help physical scientists-- chemists, physicists, engineers, statisticians, and economists-- solve real world problems. Provides early coverage of applications like Markov chains, graph theory and Leontief Models Contains accessible content that requires only a firm understanding of algebra Includes dedicated chapters on Linear Programming and Markov Chains

Astroball

Author : Ben Reiter
Publisher : Crown
ISBN 13 : 0525576657
Total Pages : 290 pages
Book Rating : 4.5/5 (255 download)

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Book Synopsis Astroball by : Ben Reiter

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.

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.

Popular Crime

Author : Bill James
Publisher : Simon and Schuster
ISBN 13 : 141655274X
Total Pages : 514 pages
Book Rating : 4.4/5 (165 download)

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Book Synopsis Popular Crime by : Bill James

Download or read book Popular Crime written by Bill James and published by Simon and Schuster. This book was released on 2012-05-08 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: Originally published: 2011. With new addendum.

Up, Up, and Away

Author : Jonah Keri
Publisher : Random House Canada
ISBN 13 : 0307361373
Total Pages : 426 pages
Book Rating : 4.3/5 (73 download)

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Book Synopsis Up, Up, and Away by : Jonah Keri

Download or read book Up, Up, and Away written by Jonah Keri and published by Random House Canada. This book was released on 2014-03-25 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: The definitive history of the Montreal Expos by the definitive Expos fan, the New York Times bestselling sportswriter and Grantland columnist Jonah Keri. 2014 is the 20th anniversary of the strike that killed baseball in Montreal, and the 10th anniversary of the team's move to Washington, DC. But the memories aren't dead--not by a long shot. The Expos pinwheel cap is still sported by Montrealers, former fans, and by many more in the US and Canada as a fashion item. Expos loyalists are still spotted at Blue Jays games and wherever the Washington Nationals play (often cheering against them). Every year there are rumours that Montreal--as North America's largest market without a baseball team--could host Major League Baseball again. There has never been a major English-language book on the entire franchise history. There also hasn't been a sportswriter as uniquely qualified to tell the whole story, and to make it appeal to baseball fans across Canada AND south of the border. Jonah Keri writes the chief baseball column for Grantland, and routinely makes appearances in Canadian media such as The Jeff Blair Show, Prime Time Sports and Off the Record. The author of the New York Times baseball bestseller The Extra 2% (Ballantine/ESPN Books), Keri is one of the new generation of high-profile sports writers equally facile with sabermetrics and traditional baseball reporting. He has interviewed everyone for this book (EVERYONE: including the ownership that allowed the team to be moved), and fans can expect to hear from just about every player and personality from the Expos' unforgettable 35 years in baseball. Up, Up, and Away is already one of the most anticipated sports books of next year.

Future Value

Author : Eric Longenhagen
Publisher : Triumph Books
ISBN 13 : 1641253975
Total Pages : 256 pages
Book Rating : 4.6/5 (412 download)

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Book Synopsis Future Value by : Eric Longenhagen

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.

Understanding Sabermetrics

Author : Gabriel B. Costa
Publisher : McFarland
ISBN 13 : 1476667667
Total Pages : 221 pages
Book Rating : 4.4/5 (766 download)

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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 2019-06-05 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.

Sports Data Mining

Author : Robert P. Schumaker
Publisher : Springer Science & Business Media
ISBN 13 : 1441967303
Total Pages : 144 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Sports Data Mining by : Robert P. Schumaker

Download or read book Sports Data Mining written by Robert P. Schumaker and published by Springer Science & Business Media. This book was released on 2010-09-10 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data mining is the process of extracting hidden patterns from data, and it’s commonly used in business, bioinformatics, counter-terrorism, and, increasingly, in professional sports. First popularized in Michael Lewis’ best-selling Moneyball: The Art of Winning An Unfair Game, it is has become an intrinsic part of all professional sports the world over, from baseball to cricket to soccer. While an industry has developed based on statistical analysis services for any given sport, or even for betting behavior analysis on these sports, no research-level book has considered the subject in any detail until now. Sports Data Mining brings together in one place the state of the art as it concerns an international array of sports: baseball, football, basketball, soccer, greyhound racing are all covered, and the authors (including Hsinchun Chen, one of the most esteemed and well-known experts in data mining in the world) present the latest research, developments, software available, and applications for each sport. They even examine the hidden patterns in gaming and wagering, along with the most common systems for wager analysis.