Reasoning With Sabermetrics

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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.

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.

Understanding Sabermetrics

Author : Gabriel B. Costa
Publisher : McFarland
ISBN 13 : 1476635021
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 2019-06-07 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.

Sabermetrics

Author : Gabriel B. Costa
Publisher : Academic Press
ISBN 13 : 0128223464
Total Pages : 219 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Sabermetrics by : Gabriel B. Costa

Download or read book Sabermetrics written by Gabriel B. Costa and published by Academic Press. This book was released on 2021-10-27 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

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 2019-06-19 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.

The Beauty of Short Hops

Author : Sheldon Hirsch
Publisher : McFarland
ISBN 13 : 0786485841
Total Pages : 213 pages
Book Rating : 4.7/5 (864 download)

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Book Synopsis The Beauty of Short Hops by : Sheldon Hirsch

Download or read book The Beauty of Short Hops written by Sheldon Hirsch and published by McFarland. This book was released on 2014-01-10 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sabermetrics, the search for objective knowledge about baseball through statistical analysis, has taken over the national pastime. The authors argue that this approach began as a useful corrective but has come to harm baseball. The book demonstrates that the so-called moneyball approach, based on sabermetrics, offers only limited guidance for assembling a team, managing games, and evaluating player performance. Equally important, the obsession with statistics and vision of the game as wholly predictable obscure baseball's spectacular improvisational quality. It is the game's unquantifiable and relentless capacity to surprise--the source of wonder so central to its greatest stories and personalities--that informs any real appreciation of baseball.

Baseball Between the Numbers

Author : Jonah Keri
Publisher : Basic Books
ISBN 13 : 0465003737
Total Pages : 520 pages
Book Rating : 4.4/5 (65 download)

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Book Synopsis Baseball Between the Numbers by : Jonah Keri

Download or read book Baseball Between the Numbers written by Jonah Keri and published by Basic Books. This book was released on 2007-02-27 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the numbers-obsessed sport of baseball, statistics don't merely record what players, managers, and owners have done. Properly understood, they can tell us how the teams we root for could employ better strategies, put more effective players on the field, and win more games. The revolution in baseball statistics that began in the 1970s is a controversial subject that professionals and fans alike argue over without end. Despite this fundamental change in the way we watch and understand the sport, no one has written the book that reveals, across every area of strategy and management, how the best practitioners of statistical analysis in baseball-people like Bill James, Billy Beane, and Theo Epstein-think about numbers and the game. Baseball Between the Numbers is that book. In separate chapters covering every aspect of the game, from hitting, pitching, and fielding to roster construction and the scouting and drafting of players, the experts at Baseball Prospectus examine the subtle, hidden aspects of the game, bring them out into the open, and show us how our favorite teams could win more games. This is a book that every fan, every follower of sports radio, every fantasy player, every coach, and every player, at every level, can learn from and enjoy.

The Year of the Blue Snow

Author : Mel Marmer
Publisher : SABR, Inc.
ISBN 13 : 1933599529
Total Pages : 358 pages
Book Rating : 4.9/5 (335 download)

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Book Synopsis The Year of the Blue Snow by : Mel Marmer

Download or read book The Year of the Blue Snow written by Mel Marmer and published by SABR, Inc.. This book was released on 2013-07 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Catcher Gus Triandos dubbed the Philadelphia Phillies' 1964 season "the year of the blue snow"a rare thing that happens once in a great while. The Phillies were having a spectacular season in which everything was going right. They held a 6 1/2 game lead at the conclusion of play on September 20. With just 12 games to play, they seemingly had it made. But the Cincinnati Reds and St. Louis Cardinals never gave up, and when the Phillies lost ten consecutive games, it became a thrilling pennant race for Cardinals and Reds fans, but a horrific collapse for Phillies fanatics. But wait a minute. When it was seemingly too late, the Phillies finally won a game‚Äîand the first-place Cardinals lost two games to the lowly New York Mets, so on the last day of the season there was the distinct possibility of a three-way tie for first place. It would have been a first in baseball history. On the final day of the season, the Phillies beat the Reds handily, 10-0. All eyes and ears were fixed on the Mets-Cardinals game. Could the Mets knock off the first-place Cardinals for a third straight game? The Mets carried a 3-2 lead into the bottom of the fifth inning, but finally succumbed, 11-5. But what a season for Phillies fans. Jim Bunning had thrown the first perfect game in the last 84 years of NL history. The hero of the 1964 All-Star Game was the team's right fielder Johnny Callison, who brought the National League victory with the third walk-off home run in the history of the All-Star Game. The team also boasted the electrifying NL Rookie of the Year - the team's slugging third baseman Richie Allen (later called Dick Allen). St. Louis won the pennant, and went on to beat the Yankees in the World Series. But in Philadelphia, the '64 campaign left an ache that lasted for years. The 1964 Phillies not only "lost" the pennant but, following 1964, they got steadily worse. This book sheds light on the facts for the reader to determine answers to lingering questions they may still have about the Phillies team in the 1964 season‚Äîbut any book about a team is really about the players. A collaborative effort by 37 members of the Society for American Baseball Research (SABR), this work offers life stories of all the players and others (managers, coaches, owners, and broadcasters) associated with this star-crossed team, as well as essays of analysis and historical recaps. Includes: Foreword by Mel Marmer Introduction by Mel Marmer Opening Day 1964 Dick Allen by Rich D‚ÄôAmbrosio Rub√©n Amaro by Rory Costello The Amaro Chronicles by Rory Costello Two Gold Glove Shortstops by Rory Costello Jack Baldschun by Chip Greene Dave Bennett by Mark Armour Dennis Bennett by Mark Armour John Boozer by Andy Sturgill Johnny Briggs by John Saccoman Jim Bunning by Ralph Berger Johnny Callison by John Rossi Danny Cater by Brian Englehardt Pat Corrales by James Ray Wes Covington by Andy Sturgill Ray Culp by Mark Armour Clay Dalrymple by Rory Costello Ryne Duren by Gregory H Wolf Tony Gonz√°lez by Jos√© Ram√≠rez and Rory Costello Dallas Green by Gregory H Wolf John Herrnstein by Brian Englehardt Don Hoak by Jack V Morris Alex Johnson by Mark Armour Johnny Klippstein by Gregory H Wolf Gary Kroll by Neil Poloncarz Bobby Locke by Paul Geisler Art Mahaffey by Ralph Berger and Mel Marmer Cal McLish by Joe Wancho Adolfo Phillips by Rob Neyer Vic Power by Joe Wancho Ed Roebuck by Paul Hirsch Cookie Rojas by Peter Gordon Bobby Shantz by Mel Marmer Costen Shockley by Chip Greene Chris Short by Andy Sturgill Roy Sievers by Gregory H Wolf Morrie Steevens by Len Levin Tony Taylor by Rory Costello and Jos√© Ram√≠rez Frank Thomas by Bob Hurte Gus Triandos by Neal Poloncarz Bobby Wine by Bob Bloss Rick Wise by Bill Nowlin Gene Mauch by John Vorperian Peanuts Lowrey by Dick Rosen George Myatt by John Green Bob Oldis by Dan Even Al Widmar by Gregory H Wolf Bob Carpenter by James Ray John Quinn by Rory Costello The Origins of the 1964 Phillies by Jim Sweetman How the 1964 Phillies Were Built by Mel Marmer Shibe Park/Connie Mack Stadium by James Ray Richie Ashburn by Seamus Kearney Bill Campbell by Curt Smith By Saam by Neal Poloncarz Jim Bunning‚Äôs Perfect Game by James Ray Johnny Callison‚Äôs All-Star Home Run by Mel Marmer In Defense of Chico Ruiz‚Äôs ‚ÄúMad Dash‚Äù by Rory Costello Pennant Was Stolen by Clem Comly Beyond Bunning and Short Rest: An Analysis of Managerial Decisions That Led to the Phillies‚Äô Epic Collapse of 1964 by Bryan Soderholm-Difatte Epilogue by Clem Comly

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.

The Hidden Game of Baseball

Author : John Thorn
Publisher : University of Chicago Press
ISBN 13 : 022627683X
Total Pages : 453 pages
Book Rating : 4.2/5 (262 download)

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Book Synopsis The Hidden Game of Baseball by : John Thorn

Download or read book The Hidden Game of Baseball written by John Thorn and published by University of Chicago Press. This book was released on 2015-03-20 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: The acclaimed classic on the statistical analysis of baseball records in order to evaluate players and win more games. Long before Moneyball became a sensation or Nate Silver turned the knowledge he’d honed on baseball into electoral gold, John Thorn and Pete Palmer were using statistics to shake the foundations of the game. First published in 1984, The Hidden Game of Baseball ushered in the sabermetric revolution by demonstrating that we were thinking about baseball stats—and thus the game itself—all wrong. Instead of praising sluggers for gaudy RBI totals or pitchers for wins, Thorn and Palmer argued in favor of more subtle measurements that correlated much more closely to the ultimate goal: winning baseball games. The new gospel promulgated by Thorn and Palmer opened the door for a flood of new questions, such as how a ballpark’s layout helps or hinders offense or whether a strikeout really is worse than another kind of out. Taking questions like these seriously—and backing up the answers with data—launched a new era, showing fans, journalists, scouts, executives, and even players themselves a new, better way to look at the game. This brand-new edition retains the body of the original, with its rich, accessible analysis rooted in a deep love of baseball, while adding a new introduction by the authors tracing the book’s influence over the years. A foreword by ESPN’s lead baseball analyst, Keith Law, details The Hidden Game’s central role in the transformation of baseball coverage and team management and shows how teams continue to reap the benefits of Thorn and Palmer’s insights today. Thirty years after its original publication, The Hidden Game is still bringing the high heat—a true classic of baseball literature. Praise for The Hidden Game “As grateful as I was for the publication of The Hidden Game of Baseball when it first showed up on my bookshelf, I’m even more grateful now. It’s as insightful today as it was then. And it’s a reminder that we haven’t applauded Thorn and Palmer nearly loudly enough for their incredible contributions to the use and understanding of the awesome numbers of baseball.” —Jayson Stark, senior baseball writer, ESPN.com “Just as one cannot know the great American novel without Twain and Hemingway, one cannot know modern baseball analysis without Thorn and Palmer.” —Rob Neyer, FOX Sports

Mapping an Empire of American Sport

Author : Mark Dyreson
Publisher : Routledge
ISBN 13 : 1317980360
Total Pages : 252 pages
Book Rating : 4.3/5 (179 download)

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Book Synopsis Mapping an Empire of American Sport by : Mark Dyreson

Download or read book Mapping an Empire of American Sport written by Mark Dyreson and published by Routledge. This book was released on 2013-09-13 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the mid-nineteenth century, the United States has used sport as a vehicle for spreading its influence and extending its power, especially in the Western Hemisphere and around the Pacific Rim, but also in every corner of the rest of the world. Through modern sport in general, and through American pastimes such as baseball, basketball and the American variant of football in particular, the U.S. has sought to Americanize the globe’s masses in a long series of both domestic and foreign campaigns. Sport played roles in American programs of cultural, economic, and political expansion. Sport also contributed to American efforts to assimilate immigrant populations. Even in American games such as baseball and football, sport has also served as an agent of resistance to American imperial designs among the nations of the Western hemisphere and the Pacific Rim. As the twenty-first century begins, sport continues to shape American visions of a global empire as well as framing resistance to American imperial designs. Mapping an Empire of American Sport chronicles the dynamic tensions in the role of sport as an element in both the expansion of and the resistance to American power, and in sport’s dual role as an instrument for assimilation and adaptation. This book was published as a special issue of the International Journal of the History of Sport.

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?

Macho Row

Author : William C. Kashatus
Publisher : University of Nebraska Press
ISBN 13 : 1496214080
Total Pages : 371 pages
Book Rating : 4.4/5 (962 download)

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Book Synopsis Macho Row by : William C. Kashatus

Download or read book Macho Row written by William C. Kashatus and published by University of Nebraska Press. This book was released on 2019-04-01 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Colorful, shaggy, and unkempt, misfits and outlaws, the 1993 Phillies played hard and partied hard. Led by Darren Daulton, John Kruk, Lenny Dykstra, and Mitch Williams, it was a team the fans loved and continue to love today. Focusing on six key members of the team, Macho Row follows the remarkable season with an up-close look at the players’ lives, the team’s triumphs and failures, and what made this group so unique and so successful. With a throwback mentality, the team adhered to baseball’s Code. Designed to preserve the moral fabric of the game, the Code’s unwritten rules formed the bedrock of this diehard team whose players paid homage and respect to the game at all times. Trusting one another and avoiding any notions of superstardom, they consistently rubbed the opposition the wrong way and didn’t care. William C. Kashatus pulls back the covers on this old-school band of brothers, depicting the highs and lows and their brash style while also digging into the suspected steroid use of players on the team. Macho Row is a story of winning and losing, success and failure, and the emotional highs and lows that accompany them.

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.

Trading Bases

Author : Joe Peta
Publisher : National Geographic Books
ISBN 13 : 0451415175
Total Pages : 0 pages
Book Rating : 4.4/5 (514 download)

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Book Synopsis Trading Bases by : Joe Peta

Download or read book Trading Bases written by Joe Peta and published by National Geographic Books. This book was released on 2014-03-04 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: An ex–Wall Street trader improved on Moneyball’s famed sabermetrics and beat the Vegas odds with his own betting methods. Here is the story of how Joe Peta turned fantasy baseball into a dream come true. Joe Peta turned his back on his Wall Street trading career to pursue an ingenious—and incredibly risky—dream. He would apply his risk-analysis skills to Major League Baseball, and treat the sport like the S&P 500. In Trading Bases, Peta takes us on his journey from the ballpark in San Francisco to the trading floors and baseball bars of New York and the sportsbooks of Las Vegas, telling the story of how he created a baseball “hedge fund” with an astounding 41 percent return in his first year. And he explains the unique methods he developed. Along the way, Peta provides insight into the Wall Street crisis he managed to escape: the fragility of the midnineties investment model; the disgraced former CEO of Lehman Brothers, who recruited Peta; and the high-adrenaline atmosphere where million-dollar sports-betting pools were common.

Modern Data Science with R

Author : Benjamin S. Baumer
Publisher : CRC Press
ISBN 13 : 0429575394
Total Pages : 830 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Modern Data Science with R by : Benjamin S. Baumer

Download or read book Modern Data Science with R written by Benjamin S. Baumer and published by CRC Press. This book was released on 2021-03-31 with total page 830 pages. Available in PDF, EPUB and Kindle. Book excerpt: From a review of the first edition: "Modern Data Science with R... is rich with examples and is guided by a strong narrative voice. What’s more, it presents an organizing framework that makes a convincing argument that data science is a course distinct from applied statistics" (The American Statistician). Modern Data Science with R is a comprehensive data science textbook for undergraduates that incorporates statistical and computational thinking to solve real-world data problems. Rather than focus exclusively on case studies or programming syntax, this book illustrates how statistical programming in the state-of-the-art R/RStudio computing environment can be leveraged to extract meaningful information from a variety of data in the service of addressing compelling questions. The second edition is updated to reflect the growing influence of the tidyverse set of packages. All code in the book has been revised and styled to be more readable and easier to understand. New functionality from packages like sf, purrr, tidymodels, and tidytext is now integrated into the text. All chapters have been revised, and several have been split, re-organized, or re-imagined to meet the shifting landscape of best practice.

SABR 50 at 50

Author : Bill Nowlin
Publisher : University of Nebraska Press
ISBN 13 : 1496222687
Total Pages : 626 pages
Book Rating : 4.4/5 (962 download)

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Book Synopsis SABR 50 at 50 by : Bill Nowlin

Download or read book SABR 50 at 50 written by Bill Nowlin and published by University of Nebraska Press. This book was released on 2020-09-01 with total page 626 pages. Available in PDF, EPUB and Kindle. Book excerpt: SABR 50 at 50 celebrates and highlights the Society for American Baseball Research’s wide-ranging contributions to baseball history. Established in 1971 in Cooperstown, New York, SABR has sought to foster and disseminate the research of baseball—with groundbreaking work from statisticians, historians, and independent researchers—and has published dozens of articles with far-reaching and long-lasting impact on the game. Among its current membership are many Major and Minor League Baseball officials, broadcasters, and writers as well as numerous former players. The diversity of SABR members’ interests is reflected in this fiftieth-anniversary volume—from baseball and the arts to statistical analysis to the Deadball Era to women in baseball. SABR 50 at 50 includes the most important and influential research published by members across a multitude of topics, including the sabermetric work of Dick Cramer, Pete Palmer, and Bill James, along with Jerry Malloy on the Negro Leagues, Keith Olbermann on why the shortstop position is number 6, John Thorn and Jules Tygiel on the untold story behind Jackie Robinson’s signing with the Dodgers, and Gai Berlage on the Colorado Silver Bullets women’s team in the 1990s. To provide history and context, each notable research article is accompanied by a short introduction. As SABR celebrates fifty years this collection gathers the organization’s most notable research and baseball history for the serious baseball reader.