Steroids in Baseball and the Case Against Roger Clemens Daniel Healey
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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. -
Top Sluggers and Their Home Run Breakdowns
Best of Baseball Prospectus: 1996-2011 Part 1: Offense 6 APRIL 22, 2004 : http://bbp.cx/a/2795 HANK AARON'S HOME COOKING Top Sluggers and Their Home Run Breakdowns Jay Jaffe One of the qualities that makes baseball unique is its embrace of non-standard playing surfaces. Football fields and basketball courts are always the same length, but no two outfields are created equal. As Jay Jaffe explains via a look at Barry Bonds and the all-time home run leaderboard, a player’s home park can have a significant effect on how often he goes yard. It's been a couple of weeks since the 30th anniversary of Hank Aaron's historic 715th home run and the accompanying tributes, but Barry Bonds' exploits tend to keep the top of the all-time chart in the news. With homers in seven straight games and counting at this writing, Bonds has blown past Willie Mays at number three like the Say Hey Kid was standing still, which— congratulatory road trip aside—he has been, come to think of it. Baseball Prospectus' Dayn Perry penned an affectionate tribute to Aaron last week. In reviewing Hammerin' Hank's history, he notes that Aaron's superficially declining stats in 1968 (the Year of the Pitcher, not coincidentally) led him to consider retirement, but that historian Lee Allen reminded him of the milestones which lay ahead. Two years later, Aaron became the first black player to cross the 3,000 hit threshold, two months ahead of Mays. By then he was chasing 600 homers and climbing into some rarefied air among the top power hitters of all time. -
Peter Gammons: the Cleveland Indians, Best Run Team in Professional Sports March 5, 2018 by Peter Gammons 7 Comments PHOENIX—T
Peter Gammons: The Cleveland Indians, best run team in professional sports March 5, 2018 by Peter Gammons 7 Comments PHOENIX—The Cleveland Indians have won 454 games the last five years, 22 more than the runner-up Boston Red Sox. In those years, the Indians spent $414M less in payroll than Boston, which at the start speaks volumes about how well the Indians have been run. Two years ago, they got to the tenth inning of an incredible World Series game 7, in a rain delay. Last October they lost an agonizing 5th game of the ALDS to the Yankees, with Corey Kluber, the best pitcher in the American League hurt. They had a 22 game winning streak that ran until September 15, their +254 run differential was 56 runs better than the next best American League team (Houston), they won 102 games, they led the league in earned run average, their starters were 81-38 and they had four players hit between 29 and 38 homers, including 29 apiece from the left side of their infield, Francisco Lindor and Jose Ramirez. And they even drew 2.05M (22nd in MLB) to the ballpark formerly known as The Jake, the only time in this five year run they drew more than 1.6M or were higher than 28th in the majors. That is the reality they live with. One could argue that in terms of talent and human player development, the growth of young front office talent (6 current general managers and three club presidents), they are presently the best run organization in the sport, especially given their financial restraints. -
Extensions of Remarks E2150 HON. SUSAN A. DAVIS HON. JOE BACA
E2150 CONGRESSIONAL RECORD — Extensions of Remarks October 28, 2003 Samaritan spirit before this chamber of Con- not possess the authority to require such re- currently have about the safety of the products gress today. We are fortunate to have their ports. As a result, American consumers have on the market. We cannot continue to stand service. been unwitting victims of a multibillion-dollar on the sidelines and let this insidious public f industry! health threat go unchecked. The health and Today with my colleagues, Representative well being of our young people and loved DIETARY SUPPLEMENT ACCESS HENRY WAXMAN and Representative JOHN DIN- ones are at risk. AND AWARENESS ACT (DSAA) GELL, I am proud to introduce the Dietary Sup- I urge my colleagues to join me in sup- plement Access and Awareness Act. This bill porting the Dietary Supplement Access and HON. SUSAN A. DAVIS will address the gaps created by DSHEA Awareness Act. OF CALIFORNIA through greater information exchange and ac- f IN THE HOUSE OF REPRESENTATIVES countability. Our legislation contains commonsense pro- IN OPPOSITION TO THE FAA Tuesday, October 28, 2003 visions requiring dietary supplement manufac- CONFERENCE REPORT Ms. DAVIS of California. Mr. Speaker, with turers to provide the FDA with a list of their the support of my colleagues, Representative products and reports of all serious adverse HON. JOE BACA HENRY WAXMAN and Representative JOHN DIN- events. These actions will alert the FDA to OF CALIFORNIA GELL, I rise today to introduce the Dietary Sup- problematic dietary supplements and will give IN THE HOUSE OF REPRESENTATIVES plement Access and Awareness Act of 2003. -
Baseball Classics All-Time All-Star Greats Game Team Roster
BASEBALL CLASSICS® ALL-TIME ALL-STAR GREATS GAME TEAM ROSTER Baseball Classics has carefully analyzed and selected the top 400 Major League Baseball players voted to the All-Star team since it's inception in 1933. Incredibly, a total of 20 Cy Young or MVP winners were not voted to the All-Star team, but Baseball Classics included them in this amazing set for you to play. This rare collection of hand-selected superstars player cards are from the finest All-Star season to battle head-to-head across eras featuring 249 position players and 151 pitchers spanning 1933 to 2018! Enjoy endless hours of next generation MLB board game play managing these legendary ballplayers with color-coded player ratings based on years of time-tested algorithms to ensure they perform as they did in their careers. Enjoy Fast, Easy, & Statistically Accurate Baseball Classics next generation game play! Top 400 MLB All-Time All-Star Greats 1933 to present! Season/Team Player Season/Team Player Season/Team Player Season/Team Player 1933 Cincinnati Reds Chick Hafey 1942 St. Louis Cardinals Mort Cooper 1957 Milwaukee Braves Warren Spahn 1969 New York Mets Cleon Jones 1933 New York Giants Carl Hubbell 1942 St. Louis Cardinals Enos Slaughter 1957 Washington Senators Roy Sievers 1969 Oakland Athletics Reggie Jackson 1933 New York Yankees Babe Ruth 1943 New York Yankees Spud Chandler 1958 Boston Red Sox Jackie Jensen 1969 Pittsburgh Pirates Matty Alou 1933 New York Yankees Tony Lazzeri 1944 Boston Red Sox Bobby Doerr 1958 Chicago Cubs Ernie Banks 1969 San Francisco Giants Willie McCovey 1933 Philadelphia Athletics Jimmie Foxx 1944 St. -
Defense Witnesses Testify No Obstruction ; Marcuse Appears
Defense Witnesses Testify No Obstruction ; Marcuse Appears "Officials Never Declared Assembly Unlawful" by Mark Stadler said the link-ups did not stop contradicting earlier testimony News EdItor Saxon. Mahoney said the link-ups from Muir Dean Jim Beckley that Hearing officer Robert moved backwards, away from she had done so on two separate Lugannani heard Wednesday and Saxon. She said the individuals occasions. yesterday eight defense witnesses tried to maintain a steady distance All the witnesses except Mar testify 10 charged students did not from him at all times. cuse, who was present only at the violate University regulations at Quirk testified she never linked question and answer period, said the Nov. 25 demonstration over arms during the walk, directly Continued on Page 3 alleged UC ties with the CIA. The witnesses, who included San Diego Job Market: Be charged student Cookie Mahoney and Ruth Quirk and philosophy professor emeritus Herbert Marc use , testified in disciplinary Prepared to Start at Bottom hearings about the walk from the by Craig Jackson perience is imperative for many of gymnasium to Matthews campus Staff Writer these jobs because of the ex- taken by UC President Saxon If you are a June graduate with a treme specialization involved. following a question and answer BA in one of the social sciences, do She cited Texas as one region session with students at the gym not expect to find a good job in the where the rapid growth of industry steps. San Diego area. According to has made many more jobs The witnesses gave similar Noreen LYM, a labor market in- available. -
2021 Topps Archives Signature Series
2021 TOPPS ARCHVIES SIGNATURE SERIES - RETIRED EDITION Dave Concepcion Dave Concepcion Hank Aaron Hank Aaron Mariano Rivera Mariano Rivera Alex Rodriguez Alex Rodriguez Bob Gibson Bob Gibson Ichiro Suzuki Ichiro Suzuki Roger Clemens Roger Clemens Ken Griffey Jr. Ken Griffey Jr. Derek Jeter Derek Jeter Mark McGwire Mark McGwire Rickey Henderson Rickey Henderson Pedro Martinez Pedro Martinez Carl Yastrzemski Carl Yastrzemski Reggie Jackson Reggie Jackson Cal Ripken Jr. Cal Ripken Jr. Randy Johnson Randy Johnson Chipper Jones Chipper Jones Sandy Alomar Jr. Sandy Alomar Jr. Nolan Ryan Nolan Ryan David Ortiz David Ortiz Adrian Beltre Adrian Beltre Johnny Bench Johnny Bench Hideki Matsui Hideki Matsui Wade Boggs Wade Boggs Mike Schmidt Mike Schmidt Vladimir Guerrero Sr. Vladimir Guerrero Sr. Frank Thomas Frank Thomas Robin Yount Robin Yount Jason Varitek Jason Varitek John Smoltz John Smoltz CC Sabathia CC Sabathia Jeff Bagwell Jeff Bagwell Carlton Fisk Carlton Fisk Tom Glavine Tom Glavine Andy Pettite Andy Pettite Ozzie Smith Ozzie Smith Rod Carew Rod Carew Nomar Garciaparra Nomar Garciaparra Ryan Howard Ryan Howard David Wright David Wright Ivan Rodriguez Ivan Rodriguez Mike Mussina Mike Mussina Paul Molitor Paul Molitor Bernie Williams Bernie Williams Maury Wills Maury Wills Edgar Martinez Edgar Martinez Larry Walker Larry Walker Dale Murphy Dale Murphy Dave Parker Dave Parker Jorge Posada Jorge Posada Andre Dawson Andre Dawson Joe Mauer Joe Mauer Daryl Strawberry Daryl Strawberry Todd Helton Todd Helton Tim Lincecum Tim Lincecum Johnny Damon -
Fans Don't Boo Nobodies: Image Repair Strategies of High-Profile Baseball Players During the Steroid Era
Brigham Young University BYU ScholarsArchive Theses and Dissertations 2011-09-23 Fans Don't Boo Nobodies: Image Repair Strategies of High-Profile Baseball Players During the Steroid Era Kevin R. Nielsen Brigham Young University - Provo Follow this and additional works at: https://scholarsarchive.byu.edu/etd Part of the Communication Commons BYU ScholarsArchive Citation Nielsen, Kevin R., "Fans Don't Boo Nobodies: Image Repair Strategies of High-Profile Baseball Players During the Steroid Era" (2011). Theses and Dissertations. 2876. https://scholarsarchive.byu.edu/etd/2876 This Thesis is brought to you for free and open access by BYU ScholarsArchive. It has been accepted for inclusion in Theses and Dissertations by an authorized administrator of BYU ScholarsArchive. For more information, please contact [email protected], [email protected]. Fans don't boo nobodies: Image repair strategies of high-profile baseball players during the Steroid Era Kevin Nielsen A thesis submitted to the faculty of Brigham Young University in partial fulfillment of the requirements for the degree of Master of Arts Steve Thomsen, Chair Kenneth Plowman Tom Robinson Department of Communications Brigham Young University December 2011 Copyright © 2011 Kevin Nielsen All Rights Reserved Fans don't boo nobodies: Image repair strategies of high-profile baseball players during the Steroid Era Kevin Nielsen Department of Communications, BYU Master of Arts Baseball's Steroid Era put many different high-profile athletes under pressure to explain steroid allegations that were made against them. This thesis used textual analysis of news reports and media portrayals of the athletes, along with analysis of their image repair strategies to combat those allegations, to determine how successful the athletes were in changing public opinion as evidenced through the media. -
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HENRY A WAXMAN. CALIFORNIA. TOM DAVIS, VIRGINIA, CHAIRMAN RANKING MINORTTY MEI\¡BER TOM LANTOS, CALIFORNIA ONE HUNDRED TENTH CONGRESS DAN BURTON, INDIANA EOOLPHUS TOWNS. NEW YORK CHFISTOPHER SHAYS, CONNECTICUI PAUL E. KANJORSKI, PENNSYLVANIA JOHN M. McHUGH, NEW YOBK CAFOLYN B. MALONEY, NEW YORK JOHN L. MICA, FLORIDA ELIJAH E. CUMMINGS, MARYLAND @ongre ßß of tlle Mnitù $¡tutts MARK E. SOUDEB, INDIANA DENNIS J. KUCINICH, OHIO TODD RUSSELL PLATTS, PENNSYLVANIA DANNY K. DAVIS. ILLINOIS .l.|ERNEY. JOHN F. MASSACHUSETTS JOHN J. DUNCAN. JR.. TENNESSEE WI\,'. LACY CLAY. MISSOURI Tâouse of lßepreøent¡tibes MICHAEL R. TUFNER, OHIO DIANE E. WATSON, CALIFORNIA DAFRELL E. ISSA, CALIFORNIA BRIAN HIGGINS, NEWYORK coMMTTTEEoNovERSTcHTANDGovERNMENTREFoRM l"'ilillTiffilîäÄ;LftÌ"."""^ JOHN A. YARI\,IUTH. KENTUCKY PATFICK T. McHENRY, NORTH CAROLINA BRUCE L. BRALEY. IOWA VIFGINIA FO)C(, NORTH CAROLINA ELEANOR HOLMES NORTON. 2157 Rnveunru House Ornce Butorrue BRIAN P. BILBRAY, CALIFORNIA DISTRICT OF COLUMBIA BILL SALI, IDAHO BETTY MGCOLLUM, MINNESOTA WnsHrrucroru. DC 2051 5-61 43 JIM JORDAN, OHIO JIM COOPER, TENNESSEE CHRIS VAN HOLLEN. MARYLAND MruoBrû (202) 22H051 PAULW. HODES, NEV,/ HAI\¡PSHIRE FÂGrMrE (202) 225-4784 CHRISTOPHER S. MUBPHY, CONNECTICUT MrNoÊrw (202) 22H074 JOHN P. SARBANES, MARYLAND PETÉR WELCH, VEBMONT www.oversight. house.gov January 15,2008 The Honorable Michael B. Mukasey Attorney General U.S. Department of Justice 950 Pennsylvania Avenue, NW V/ashington, DC 20530 Dear Mr. Attorney General: 'We are writing to ask the Justice Department to investigate whether former Baltimore Orioles baseball player Miguel Tejada made knowingly false material statements to the Committee in connection with the Committee's investigation of former Orioles player Rafael Palmeiro. -
* Text Features
The Boston Red Sox Saturday, April 18, 2020 * The Boston Globe Fenway Park is ready to play ball, even though we are not Stan Grossfeld The grass is perfect and the old ballpark is squeaky clean — it was scrubbed and disinfected for viral pathogens for three days in March. Spending a few hours at Fenway Park is good for the soul. The ballpark is totally silent. The mound and home plate are covered by tarps and the foul lines aren’t drawn yet, but it feels as if there still could be a game played today. The sun’s warmth reflecting off The Wall feels good. The tug of the past is all around but the future is the great unknown. In Fenway, zoom is still a word to describe a Chris Sale fastball, not a video conferencing app. Old friend Terry Francona and the Cleveland Indians would have been here this weekend and there would’ve been big hugs by the batting cage and the rhythmic crack of bat meeting ball. But now gaining access is nearly impossible and includes health questions and safety precautions and a Fenway security escort. Visitors must wear a respiratory mask, gloves, and practice social distancing, larger than the lead Dave Roberts got on Mariano Rivera in the 2004 ALCS. Carissa Unger of Green City Growers in Somerville is planting organic vegetables for Fenway Farms, located on the rooftop of the park. She is one of the few allowed into the ballpark. The harvest this year all will be donated to a local food pantry. -
Chris Davis Denied Silver Slugger Award
World Champions 1983, 1970, 1966 American League Champions 1983, 1979, 1971, 1970, 1969, 1966 American League East Division Champions 2014, 1997, 1983, 1979, 1974, 1973, 1971, 1970, 1969 American League Wild Card 2012, 1996 Friday, November 13, 2015 Columns: Is South Korean outfielder Ah-seop Son a fit for the Orioles? The Sun 11/13 Orioles shut out of Silver Slugger awards The Sun 11/13 Adam Jones is a class act The Sun 11/13 Orioles' offseason planning coming into focus MLB.com 11/13 Showalter on Wieters, O'Day and more MASNsports.com 11/13 Chris Davis denied Silver Slugger Award MASNsports.com 11/12 Duquette recaps GM meetings MASNsports.com 11/12 Can teams win without an ace pitcher? (Plus a take on Wieters) MASNsports.com 11/13 Orioles find out today if Wieters accepts offer CSN Mid-Atlantic 11/13 Baseball's general managers getting younger and younger CSN Mid-Atlantic 11/13 Baseball hopes for clarification on sliding rules CSN Mid-Atlantic 11/13 Duquette on the way home from General Manager meetings CSN Mid-Atlantic 11/13 Yankees planning to “make a serious run” at Wei-Yin Chen NBC Sports 11/12 http://www.baltimoresun.com/sports/orioles/blog/bal-is-korean-outfielder-ahseop-son-a-fit-for- the-orioles-20151112-story.html Is South Korean outfielder Ah-seop Son a fit for the Orioles? By Eduardo A. Encina / The Baltimore Sun November 13, 2015 The Orioles were one of several teams that lost out on the negotiating rights to first baseman Byung-ho Park, but another player from South Korea who will be posted in the upcoming days might be a better fit. -
Jackie Robinson's 1946 Spring Training in Jim Crow Florida
The Unconquerable Doing the Impossible: Jackie Robinson's 1946 Spring Training in Jim Crow Florida To the student: As you read this accounting of Jackie Robinson's Jim Crow experience, ponder the following: • The role individuals played such as Rachel Robinson, Branch Rickey, Mary McLeod Bethune, Joe Davis and David Brock, Mayor William Perry, Clay Hopper, Johnny Wright, Wendell Smith, and Billy Rowe in shaping Robinson's response to the discrimination heaped upon him? • What factors, internal or external, enabled Jackie Robinson to succeed in his quest to cross baseball's color line? • The influence of ideas, human interests, such as the popularity of baseball and sport in American life, and the American consciousness • The impact of press coverage on human behavior and beliefs • The impact of World War II in reducing regionalism and replacing it with patriotic nationalism, civil rights organizations, enfranchisement and voting leverage, economic need and greed Los Angeles, February, 1946 On the late afternoon of February 28, 1946, Jack Roosevelt Robinson and his new bride, the former Rachel Isum, waited for their American Airlines flight from the Lockheed Terminal at the airport in Los Angeles, destined for Daytona Beach, Florida. Jack's attire was very proper, a gray business suit, while Rachel was splendidly outfitted in her new husband's wedding gifts, a three-quarter length ermine coat with matching hat and an alligator handbag. Although they had originally thought to travel by train, the Robinsons had decided to fly to New Orleans, then to Pensacola, and finally to Daytona Beach. There, Jack was to report by noon on March 1 to the training camp of the Montreal Royals, the top triple-A minor league farm team of the Brooklyn Dodgers baseball team.