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Practicing Sabermetrics

Practicing Sabermetrics
Author: Gabriel B. Costa
Publisher: McFarland
Total Pages: 241
Release: 2009-10-21
Genre: Sports & Recreation
ISBN: 0786454466
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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

Reasoning with Sabermetrics
Author: Gabriel B. Costa
Publisher: McFarland
Total Pages: 217
Release: 2012-08-17
Genre: Sports & Recreation
ISBN: 0786492813
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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.

Understanding Sabermetrics

Understanding Sabermetrics
Author: Gabriel B. Costa
Publisher: McFarland
Total Pages: 221
Release: 2019-06-05
Genre: Sports & Recreation
ISBN: 1476667667
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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.

Sabermetrics

Sabermetrics
Author: Gabriel B. Costa
Publisher: Academic Press
Total Pages: 219
Release: 2021-10-27
Genre: Mathematics
ISBN: 0128223464
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Sabermetrics: Baseball, Steroids, and How the Game has Changed Over the Past Two Generations offers an introduction to this increasing area of interest to statisticians, students of the game, and many others. Pairing a primer on the applied math with an overview of the origin of the field and its context within baseball today, the work provides an engaging resource for students and interested readers. It includes coverage of relevant baseball history, Bill James and SABR, broken records and steroids. Drawing on the author’s experience teaching the subject at Seton Hall University since 1988, Sabermetrics also offers practice questions and solutions for class use. Provides an accessible, brief introduction to the practice of sabermetrics Approaches the topic in context with recent trends and issues in baseball Includes questions and solutions for math practice

Understanding Sabermetrics

Understanding Sabermetrics
Author: Gabriel B. Costa,
Publisher: McFarland
Total Pages: 220
Release: 2019-06-07
Genre: Sports & Recreation
ISBN: 1476635021
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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.

Benchmarking in Institutional Research

Benchmarking in Institutional Research
Author: Gary D. Levy
Publisher: John Wiley & Sons
Total Pages: 105
Release: 2012-12-21
Genre: Education
ISBN: 1118641043
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While the term benchmarking is commonplace nowadays in institutional research and higher education, less common, is a solid understanding of what it really means and how it has been, and can be, used effectively. This volume begins by defining benchmarking as “a strategic and structured approach whereby an organization compares aspects of its processes and/or outcomes to those of another organization or set of organizations to identify opportunities for improvement.” Building on this definition, the chapters provide a brief history of the evolution and emergence of benchmarking in general and in higher education in particular. The authors apply benchmarking to: Enrollment management and student success Institutional effectiveness The potential economic impact of higher education institutions on their host communities. They look at the use of national external survey data in institutional benchmarking and selection of peer institutions, introduce multivariate statistical methodologies for guiding that selection, and consider a novel application of baseball sabermetric methods. The volume offers a solid starting point for those new to benchmarking in higher education and provides examples of current best practices and prospective new directions. This is the 156th volume of this Jossey-Bass series. Always timely and comprehensive, New Directions for Institutional Research provides planners and administrators in all types of academic institutions with guidelines in such areas as resource coordination, information analysis, program evaluation, and institutional management.

Analyzing Baseball Data with R, Second Edition

Analyzing Baseball Data with R, Second Edition
Author: Max Marchi
Publisher: CRC Press
Total Pages: 318
Release: 2018-11-19
Genre: Mathematics
ISBN: 1351107070
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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.

Moneyball: The Art of Winning an Unfair Game

Moneyball: The Art of Winning an Unfair Game
Author: Michael Lewis
Publisher: W. W. Norton & Company
Total Pages: 336
Release: 2004-03-17
Genre: Sports & Recreation
ISBN: 0393066231
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"This delightfully written, lesson-laden book deserves a place of its own in the Baseball Hall of Fame." —Forbes Moneyball is a quest for the secret of success in baseball. In a narrative full of fabulous characters and brilliant excursions into the unexpected, Michael Lewis follows the low-budget Oakland A's, visionary general manager Billy Beane, and the strange brotherhood of amateur baseball theorists. They are all in search of new baseball knowledge—insights that will give the little guy who is willing to discard old wisdom the edge over big money.

Sports Performance Measurement and Analytics

Sports Performance Measurement and Analytics
Author: Lorena Martin
Publisher: FT Press
Total Pages: 561
Release: 2016-02-03
Genre: Business & Economics
ISBN: 0134193881
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A PRACTICAL, REAL-WORLD GUIDE TO ANALYTICS FOR THE 5 MAJOR SPORTS: FOOTBALL, BASKETBALL, BASEBALL, SOCCER, AND TENNIS GAIN A COMPETITIVE EDGE! This is the first real-world guide to building and using analytical models for measuring and assessing performance in the five major sports: football, basketball, baseball, soccer, and tennis. Unlike books that focus strictly on theory, this book brings together sports measurement and statistical analyses, demonstrating how to examine differences across sports as well as between player positions. This book will provide you with the tools for cutting-edge approaches you can extend to the sport of your choice. Expert Northwestern University data scientist, UC San Diego researcher, and competitive athlete, Lorena Martin shows how to use measures and apply statistical models to evaluate players, reduce injuries, and improve sports performance. You’ll learn how to leverage a deep understanding of each sport’s principles, rules, attributes, measures, and performance outcomes. Sports Performance Measurement and Analytics will be an indispensable resource for anyone who wants to bring analytical rigor to athletic competition: students, professors, analysts, fans, physiologists, coaches, managers, and sports executives alike. All data sets, extensive code, and additional examples are available for download at http://www.ftpress.com/martin/ What are the qualities a person must have to become a world-class athlete? This question and many more can be answered through research, measurement, statistics, and analytics. This book gives athletes, trainers, coaches, and managers a better understanding of measurement and analytics as they relate to sports performance. To develop accurate measures, we need to know what we want to measure and why. There is great power in accurate measures and statistics. Research findings can show us how to prevent injuries, evaluate strengths and weaknesses, improve team cohesion, and optimize sports performance. This book serves many readers. People involved with sports will gain an appreciation for performance measures and analytics. People involved with analytics will gain new insights into quantified values representing physical, physiological, and psychological components of sports performance. And students eager to learn about sports analytics will have a practical introduction to the field. This is a thorough introduction to performance measurement and analytics for five of the world’s leading sports. The only book of its kind, it offers a complete overview of the most important concepts, rules, measurements, and statistics for each sport, while demonstrating applications of real-world analytics. You’ll find practical, state-of-the-art guidance on predicting future outcomes, evaluating an athlete’s market value, and more.

The Team That Forever Changed Baseball and America

The Team That Forever Changed Baseball and America
Author: Society for American Baseball Research (SABR)
Publisher: U of Nebraska Press
Total Pages: 396
Release: 2012-04-01
Genre: Sports & Recreation
ISBN: 0803240252
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Of all the teams in the annals of baseball, only a select few can lay claim to historic significance. One of those teams is the 1947 Brooklyn Dodgers, the first racially integrated Major League team of the twentieth century. The addition of Jackie Robinson to its roster changed not only baseball but also the nation. Yet Robinson was just one member of that memorable club, which included Carl Furillo, Gil Hodges, Pee Wee Reese, Pete Reiser, Duke Snider, Eddie Stanky, Arky Vaughan, and Dixie Walker. Also present was a quartet of baseball’s most unforgettable characters: co-owners Branch Rickey and Walter O’Malley, suspended manager Leo Durocher, and radio announcer Red Barber. This book is the first to offer biographies of everyone on that incomparable team as well as accounts of the moments and events that marked the Dodgers’ 1947 season: Commissioner Happy Chandler suspending Durocher, Rickey luring his old friend Burt Shotton out of retirement to replace Durocher, and brilliant outfielder Reiser being sidelined after running into a fence. In spite of all this, the Dodgers went on to win the National League pennant over the heavily favored St. Louis Cardinals. And of course, there is the biggest story of the season, where history and biography coalesce: Jackie Robinson, who overcame widespread hostility to become Rookie of the Year—and to help the Dodgers set single-game attendance records in cities around the National League.