An Analysis of the Career of Roger Clemens
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Gether, Regardless Also Note That Rule Changes and Equipment Improve- of Type, Rather Than Having Three Or Four Separate AHP Ments Can Impact Records
Journal of Sports Analytics 2 (2016) 1–18 1 DOI 10.3233/JSA-150007 IOS Press Revisiting the ranking of outstanding professional sports records Matthew J. Liberatorea, Bret R. Myersa,∗, Robert L. Nydicka and Howard J. Weissb aVillanova University, Villanova, PA, USA bTemple University Abstract. Twenty-eight years ago Golden and Wasil (1987) presented the use of the Analytic Hierarchy Process (AHP) for ranking outstanding sports records. Since then much has changed with respect to sports and sports records, the application and theory of the AHP, and the availability of the internet for accessing data. In this paper we revisit the ranking of outstanding sports records and build on past work, focusing on a comprehensive set of records from the four major American professional sports. We interviewed and corresponded with two sports experts and applied an AHP-based approach that features both the traditional pairwise comparison and the AHP rating method to elicit the necessary judgments from these experts. The most outstanding sports records are presented, discussed and compared to Golden and Wasil’s results from a quarter century earlier. Keywords: Sports, analytics, Analytic Hierarchy Process, evaluation and ranking, expert opinion 1. Introduction considered, create a single AHP analysis for differ- ent types of records (career, season, consecutive and In 1987, Golden and Wasil (GW) applied the Ana- game), and harness the opinions of sports experts to lytic Hierarchy Process (AHP) to rank what they adjust the set of criteria and their weights and to drive considered to be “some of the greatest active sports the evaluation process. records” (Golden and Wasil, 1987). -
Problem of the Day Make a Scatter Plot of the Data. Is Linear Regression
Problem of the Day Weight in Static motion(kg) Weight(kg) Make a scatter plot 26 27.9 of the data. 29.9 29.1 Is linear regression 39.5 38.0 appropriate? Why 25.1 27.0 or why not? 31.6 30.3 36.2 34.5 25.1 27.8 31.0 29.6 35.6 33.1 40.2 35.5 Salary(in Problem of the Day Player Year millions) Nolan Ryan 1980 1.0 Is it appropriate to use George Foster 1982 2.0 linear regression Kirby Puckett 1990 3.0 to predict salary Jose Canseco 1991 4.7 from year? Roger Clemens 1996 5.3 Why or why not? Ken Griffey, Jr 1997 8.5 Albert Belle 1997 11.0 Pedro Martinez 1998 12.5 Mike Piazza 1999 12.5 Mo Vaughn 1999 13.3 Kevin Brown 1999 15.0 Carlos Delgado 2001 17.0 Alex Rodriguez 2001 22.0 Manny Ramirez 2004 22.5 Alex Rodriguez 2005 26.0 Chapter 10 ReExpressing Data: Get It Straight! Linear Regressioneasiest of methods, how can we make our data linear in appearance Can we reexpress data? Change functions or add a function? Can we think about data differently? What is the meaning of the yunits? Why do we need to reexpress? Methods to deal with data that we have learned 1. 2. Goal 1 making data symmetric Goal 2 make spreads more alike(centers are not necessarily alike), less spread out Goal 3(most used) make data appear more linear Goal 4(similar to Goal 3) make the data in a scatter plot more spread out Ladder of Powers(pg 227) Straightening is good, but limited multimodal data cannot be "straightened" multiple models is really the only way to deal with this data Things to Remember we want linear regression because it is easiest (curves are possible, but beyond the scope of our class) don't choose a model based on r or R2 don't go too far from the Ladder of Powers negative values or multimodal data are difficult to reexpress Salary(in Player Year Find an appropriate millions) Nolan Ryan 1980 1.0 linear model for the George Foster 1982 2.0 data. -
* Text Features
The Boston Red Sox Wednesday, July 1, 2020 * The Boston Globe College lefties drafted by Red Sox have small sample sizes but big hopes Julian McWilliams There was natural anxiety for players entering this year’s Major League Baseball draft. Their 2020 high school or college seasons had been cut short or canceled because of the COVID-19 pandemic. They lost that chance at increasing their individual stock, and furthermore, the draft had been reduced to just five rounds. Lefthanders Shane Drohan and Jeremy Wu-Yelland felt some of that anxiety. The two were in their junior years of college. Drohan attended Florida State and Wu-Yelland played at the University of Hawaii. There was a chance both could have gone undrafted and thus would have been tasked with the tough decision of signing a free agent deal capped at $20,000 or returning to school for their senior year. “I didn’t know if I was going to get drafted,” Wu-Yelland said in a phone interview. “My agent was kind of telling me that it might happen, it might not. Just be ready for anything.” Said Drohan, “I knew the scouting report on me was I have the stuff to shoot up on draft boards but I haven’t really put it together yet. I felt like I was doing that this year and then once [the season] got shut down, that definitely played into the stress of it, like, ‘Did I show enough?’ ” As it turned out, both players showed enough. The Red Sox selected Wu-Yelland in the fourth round and Drohan in the fifth. -
DONNA LEINWAND: (Sounds Gavel.) Good Afternoon and Welcome to the National Press Club. My Name Is Donna Leinwand. I'm a Repor
NATIONAL PRESS CLUB LUNCHEON WITH JEFF IDELSON SUBJECT: JEFF IDELSON, PRESIDENT OF THE NATIONAL BASEBALL HALL OF FAME, IS SCHEDULED TO SPEAK AT A NATIONAL PRESS CLUB LUNCHEON MAY 11. HALL OF FAME THIRD BASEMAN BROOKS ROBINSON WILL BE A SPECIAL GUEST. MODERATOR: DONNA LEINWAND, PRESIDENT, NATIONAL PRESS CLUB LOCATION: NATIONAL PRESS CLUB BALLROOM, WASHINGTON, D.C. TIME: 1:00 P.M. EDT DATE: MONDAY, MAY 11, 2009 (C) COPYRIGHT 2009, NATIONAL PRESS CLUB, 529 14TH STREET, WASHINGTON, DC - 20045, USA. ALL RIGHTS RESERVED. ANY REPRODUCTION, REDISTRIBUTION OR RETRANSMISSION IS EXPRESSLY PROHIBITED. UNAUTHORIZED REPRODUCTION, REDISTRIBUTION OR RETRANSMISSION CONSTITUTES A MISAPPROPRIATION UNDER APPLICABLE UNFAIR COMPETITION LAW, AND THE NATIONAL PRESS CLUB. RESERVES THE RIGHT TO PURSUE ALL REMEDIES AVAILABLE TO IT IN RESPECT TO SUCH MISAPPROPRIATION. FOR INFORMATION ON BECOMING A MEMBER OF THE NATIONAL PRESS CLUB, PLEASE CALL 202-662-7505. DONNA LEINWAND: (Sounds gavel.) Good afternoon and welcome to the National Press Club. My name is Donna Leinwand. I’m a reporter at USA Today and I’m president of the National Press Club. We’re the world’s leading professional organization for journalists and are committed to a future of journalism by providing informative programming, journalism education and fostering a free press worldwide. For more information about the National Press Club, please visit our website at www.press.org. On behalf of our 3,500 members worldwide, I’d like to welcome our speaker and our guests in the audience today. I’d also like to welcome those of you who are watching us on C-Span. We’re looking forward to today’s speech, and afterwards, I’ll ask as many questions from the audience as time permits. -
Archbishop Speaks on Religous Trends BOARD .OF GOVERNANCE St
THE The Independent Newspaper Serving Notre Dame and Saint Mary's VOLUME 43: ISSUE 75 TUESDAY, JANUARY 27,2009 NDSMCOBSERVER.COM Archbishop speaks on religous trends BOARD .OF GOVERNANCE St. Mary's Vatican official discusses the secularization of Europe, the Church's shifting role said that economics, politics, to host By LAURA MCCRYSTAL and bio-technology in Modern News Writer Europe become detached from religion and morality. The influence of the Catholic "In this panorama, the influ conference Church in Europe is declining ence of Christianity on social as a result of secularization, life is greatly weakened," he said Archbishop Angelo Amato said. · By ASHLEY CHARNlEY in a lecture Monday night. While some people argue News Writer Amato, who was appointed that Modern Europe does not by Pope Benedict XVI last July need to rely on its Christian to oversee the canonization of roots, Amato disagrees. He said Saint Mary's will be host ing this year's Indiana Catholic saints, delivered Notre the Church has always con Residence Hall Organization Dame's annual Terrence M. tributed to European civiliza Conference (IRHOC) Maura Keeley Vatican lecture spon tion. sored by the Nanovic Institute "Europe cannot be under Clougherty, president of the Residence Hall Association, for European Studies. stood without Christianity," he said at Monday night's Secularization is a trend in said. "It loses its originality and Board of Governance (BOG) which people feel "emancipat identity," ANDREW WEBERffhe Observer meeting. ed from religious bonds," he Amato said he hopes Europe Archbishop Angelo Amato delivered Notre Dame's annual said. Secularism, a worldwide will blend tradition with its Terrence M. -
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DETROIT TIGERS’ 4 GREATEST HITTERS Table of CONTENTS Contents Warm-Up, with a Side of Dedications ....................................................... 1 The Ty Cobb Birthplace Pilgrimage ......................................................... 9 1 Out of the Blocks—Into the Bleachers .............................................. 19 2 Quadruple Crown—Four’s Company, Five’s a Multitude ..................... 29 [Gates] Brown vs. Hot Dog .......................................................................................... 30 Prince Fielder Fields Macho Nacho ............................................................................. 30 Dangerfield Dangers .................................................................................................... 31 #1 Latino Hitters, Bar None ........................................................................................ 32 3 Hitting Prof Ted Williams, and the MACHO-METER ......................... 39 The MACHO-METER ..................................................................... 40 4 Miguel Cabrera, Knothole Kids, and the World’s Prettiest Girls ........... 47 Ty Cobb and the Presidential Passing Lane ................................................................. 49 The First Hammerin’ Hank—The Bronx’s Hank Greenberg ..................................... 50 Baseball and Heightism ............................................................................................... 53 One Amazing Baseball Record That Will Never Be Broken ...................................... -
The Organizational Life of the College Football Player: an Exploration of Injury
The Organizational Life of the College Football Player: An Exploration of Injury, Football Culture, and Organizational Dialectics A dissertation presented to the faculty of the Scripps College of Communication of Ohio University In partial fulfillment of the requirements for the degree Doctor of Philosophy Kenneth M. Sibal June 2011 © 2011 Kenneth M. Sibal. All Rights Reserved. This dissertation titled The Organizational Life of the College Football Player: An Exploration of Injury, Football Culture, and Organizational Dialectics by KENNETH M. SIBAL has been approved for the School of Communication Studies and the Scripps College of Communication by Claudia L. Hale Professor of Communication Studies Gregory J. Shepherd Dean, Scripps College of Communication ii ABSTRACT SIBAL, KENNETH M., Ph.D., June 2011, Communication Studies The Organizational Life of the College Football Player: An Exploration of Injury, Football Culture, and Organizational Dialectics Director of Dissertation: Claudia L. Hale This dissertation attempts to better understand the lives of college football players. The project begins with the assumption that the ways individuals talk about their experiences have a significant impact on others. An organizational framework is used to appreciate the central importance of communication in coordinating organizational relationships and developing impressions. College football players were gathered from three separate institutions representing different competitive levels of college football. Through interviews, participants were invited to provide stories that reflected their understandings of what it means to play college football. Because the intent of this study was to better understand issues related to the culture of playing football, common themes were derived from those interviews in an attempt to answer four separate research questions. -
MLB Curt Schilling Red Sox Jersey MLB Pete Rose Reds Jersey MLB
MLB Curt Schilling Red Sox jersey MLB Pete Rose Reds jersey MLB Wade Boggs Red Sox jersey MLB Johnny Damon Red Sox jersey MLB Goose Gossage Yankees jersey MLB Dwight Goodin Mets jersey MLB Adam LaRoche Pirates jersey MLB Jose Conseco jersey MLB Jeff Montgomery Royals jersey MLB Ned Yost Royals jersey MLB Don Larson Yankees jersey MLB Bruce Sutter Cardinals jersey MLB Salvador Perez All Star Royals jersey MLB Bubba Starling Royals baseball bat MLB Salvador Perez Royals 8x10 framed photo MLB Rolly Fingers 8x10 framed photo MLB Joe Garagiola Cardinals 8x10 framed photo MLB George Kell framed plaque MLB Salvador Perez bobblehead MLB Bob Horner helmet MLB Salvador Perez Royals sports drink bucket MLB Salvador Perez Royals sports drink bucket MLB Frank White and Willie Wilson framed photo MLB Salvador Perez 2015 Royals World Series poster MLB Bobby Richardson baseball MLB Amos Otis baseball MLB Mel Stottlemyre baseball MLB Rod Gardenhire baseball MLB Steve Garvey baseball MLB Mike Moustakas baseball MLB Heath Bell baseball MLB Danny Duffy baseball MLB Frank White baseball MLB Jack Morris baseball MLB Pete Rose baseball MLB Steve Busby baseball MLB Billy Shantz baseball MLB Carl Erskine baseball MLB Johnny Bench baseball MLB Ned Yost baseball MLB Adam LaRoche baseball MLB Jeff Montgomery baseball MLB Tony Kubek baseball MLB Ralph Terry baseball MLB Cookie Rojas baseball MLB Whitey Ford baseball MLB Andy Pettitte baseball MLB Jorge Posada baseball MLB Garrett Cole baseball MLB Kyle McRae baseball MLB Carlton Fisk baseball MLB Bret Saberhagen baseball -
A's News Clips, Wednesday, May 18, 2011
A’s News Clips, Wednesday, May 18, 2011 Oakland A's pound Los Angeles Angels 14-0 By Joe Stiglich, Oakland Tribune Mark Ellis has endured a season-long struggle with the bat. Then how to explain a night such as Tuesday? It all came so easily for Ellis and his A's teammates in a 14-0 stomping of the Los Angeles Angels. The run total was a season high, as was their 15 hits. The A's swept the two-game series and moved into a first-place tie with the Texas Rangers in the American League West. It's the first time the A's have occupied first since June 3 last season, when they also were deadlocked with Texas. Leading the hit parade was Ellis, the second baseman who has shined defensively but has been the invisible man in the batter's box. Sure, he collected three hits Sunday against the Chicago White Sox, but one was a bloop job and another was an infield single. And he did bring home Monday's winning run against the Angels with a fielder's-choice grounder. But he hit the ball with authority Tuesday, finishing 3 for 4 with a season-high four RBIs. That lifted his average from .194 to .210. Ellis was happiest to deliver with runners on base. "I really pride myself on doing good in that situation, and I haven't done that this year," he said. "It's nice to get a couple hits with guys in scoring position." Ellis smoked a run-scoring double off the left-field wall in the A's three-run second. -
2020 MLB Ump Media Guide
the 2020 Umpire media gUide Major League Baseball and its 30 Clubs remember longtime umpires Chuck Meriwether (left) and Eric Cooper (right), who both passed away last October. During his 23-year career, Meriwether umpired over 2,500 regular season games in addition to 49 Postseason games, including eight World Series contests, and two All-Star Games. Cooper worked over 2,800 regular season games during his 24-year career and was on the feld for 70 Postseason games, including seven Fall Classic games, and one Midsummer Classic. The 2020 Major League Baseball Umpire Guide was published by the MLB Communications Department. EditEd by: Michael Teevan and Donald Muller, MLB Communications. Editorial assistance provided by: Paul Koehler. Special thanks to the MLB Umpiring Department; the National Baseball Hall of Fame and Museum; and the late David Vincent of Retrosheet.org. Photo Credits: Getty Images Sport, MLB Photos via Getty Images Sport, and the National Baseball Hall of Fame and Museum. Copyright © 2020, the offiCe of the Commissioner of BaseBall 1 taBle of Contents MLB Executive Biographies ...................................................................................................... 3 Pronunciation Guide for Major League Umpires .................................................................. 8 MLB Umpire Observers ..........................................................................................................12 Umps Care Charities .................................................................................................................14 -
A National Tradition
Baseball A National Tradition. by Phyllis McIntosh. “As American as baseball and apple pie” is a phrase Americans use to describe any ultimate symbol of life and culture in the United States. Baseball, long dubbed the national pastime, is such a symbol. It is first and foremost a beloved game played at some level in virtually every American town, on dusty sandlots and in gleaming billion-dollar stadiums. But it is also a cultural phenom- enon that has provided a host of colorful characters and cherished traditions. Most Americans can sing at least a few lines of the song “Take Me Out to the Ball Game.” Generations of children have collected baseball cards with players’ pictures and statistics, the most valuable of which are now worth several million dollars. More than any other sport, baseball has reflected the best and worst of American society. Today, it also mirrors the nation’s increasing diversity, as countries that have embraced America’s favorite sport now send some of their best players to compete in the “big leagues” in the United States. Baseball is played on a Baseball’s Origins: after hitting a ball with a stick. Imported diamond-shaped field, a to the New World, these games evolved configuration set by the rules Truth and Tall Tale. for the game that were into American baseball. established in 1845. In the early days of baseball, it seemed Just a few years ago, a researcher dis- fitting that the national pastime had origi- covered what is believed to be the first nated on home soil. -
Tonight's Game Information
Thursday, April 1, 2021 Game #1 (0-0) T-Mobile Park SEATTLE MARINERS (0-0) vs. SAN FRANCISCO GIANTS (0-0) Home #1 (0-0) TONIGHT’S GAME INFORMATION Starting Pitchers: LHP Marco Gonzales (7-2, 3.10 in ‘20) vs. RHP Kevin Gausman (3-3, 3.62 in ‘20) 7:10 pm PT • Radio: 710 ESPN / Mariners.com • TV: ROOT SPORTS NW Day Date Opp. Time (PT) Mariners Pitcher Opposing Pitcher RADIO Friday April 2 vs. SF 7:10 pm LH Yusei Kikuchi (6-9, 5.12 in ‘20) vs. RH Johnny Cueto (2-3, 5.40 in ‘20) 710 ESPN Saturday April 3 vs. SF 6:10 pm RH Chris Flexen (8-4, 3.01 in ‘20 KBO) vs. RH Logan Webb (3-4, 5.47 in ‘20) 710 ESPN Sunday April 4 OFF DAY TONIGHT’S TILT…the Mariners open their 45th season against the San Francisco Giants at T-Mobile INSIDE THE NUMBERS Park…tonight is the first of a 3-game series vs. the Giants…following Saturday’s game, the Mariners will enjoy an off day before hosting the White Sox for a 3-game set beginning on Monday, April 5…tonight’s game will be televised live on ROOT SPORTS NW and broadcast live on 710 ESPN Seattle and the 2 Mariners Radio Network. With a win in tonight’s game, Marco Gonzales would join Randy Johnson ODDS AND ENDS…the Mariners open the season against San Francisco for the first time in club history with 2 wins on Opening Day, trailing ...also marks the first time in club history the Mariners open with an interleague opponent...the Mariners are only Félix Hernández (7) for the most 12-4 over their last 16 Opening Day contests...are 3-1 at home during that span.