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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. -
Class 2 - the 2004 Red Sox - Agenda
The 2004 Red Sox Class 2 - The 2004 Red Sox - Agenda 1. The Red Sox 1902- 2000 2. The Fans, the Feud, the Curse 3. 2001 - The New Ownership 4. 2004 American League Championship Series (ALCS) 5. The 2004 World Series The Boston Red Sox Winning Percentage By Decade 1901-1910 11-20 21-30 31-40 41-50 .522 .572 .375 .483 .563 1951-1960 61-70 71-80 81-90 91-00 .510 .486 .528 .553 .521 2001-10 11-17 Total .594 .549 .521 Red Sox Title Flags by Decades 1901-1910 11-20 21-30 31-40 41-50 1 WS/2 Pnt 4 WS/4 Pnt 0 0 1 Pnt 1951-1960 61-70 71-80 81-90 91-00 0 1 Pnt 1 Pnt 1 Pnt/1 Div 1 Div 2001-10 11-17 Total 2 WS/2 Pnt 1 WS/1 Pnt/2 Div 8 WS/13 Pnt/4 Div The Most Successful Team in Baseball 1903-1919 • Five World Series Champions (1903/12/15/16/18) • One Pennant in 04 (but the NL refused to play Cy Young Joe Wood them in the WS) • Very good attendance Babe Ruth • A state of the art Tris stadium Speaker Harry Hooper Harry Frazee Red Sox Owner - Nov 1916 – July 1923 • Frazee was an ambitious Theater owner, Promoter, and Producer • Bought the Sox/Fenway for $1M in 1916 • The deal was not vetted with AL Commissioner Ban Johnson • Led to a split among AL Owners Fenway Park – 1912 – Inaugural Season Ban Johnson Charles Comiskey Jacob Ruppert Harry Frazee American Chicago NY Yankees Boston League White Sox Owner Red Sox Commissioner Owner Owner The Ruth Trade Sold to the Yankees Dec 1919 • Ruth no longer wanted to pitch • Was a problem player – drinking / leave the team • Ruth was holding out to double his salary • Frazee had a cash flow crunch between his businesses • He needed to pay the mortgage on Fenway Park • Frazee had two trade options: • White Sox – Joe Jackson and $60K • Yankees - $100K with a $300K second mortgage Frazee’s Fire Sale of the Red Sox 1919-1923 • Sells 8 players (all starters, and 3 HOF) to Yankees for over $450K • The Yankees created a dynasty from the trading relationship • Trades/sells his entire starting team within 3 years. -
Oakland A's, Manny Ramirez Agree on Minor League Contract A's
A’s News Clips, Tuesday, February 21, 2012 Oakland A's, Manny Ramirez agree on minor league contract By Joe Stiglich, Oakland Tribune PHOENIX -- The A's agreed to terms with free-agent designated hitter Manny Ramirez on a minor league contract Monday, tying themselves to one of baseball's most productive -- and controversial -- sluggers of all time. The deal is pending a physical, but Ramirez is expected to report to spring training by the end of this week. He must serve a 50-game suspension for violating Major League Baseball's drug policy for a second time, meaning he would become eligible for a May 30 game at Minnesota, on his 40th birthday. A's general manager Billy Beane, who had been looking for a veteran D.H. for several weeks, is expected to address the signing with the media Tuesday. If Oakland adds Ramirez to the major league roster after his suspension, his salary is expected to be around $500,000. "A guy like that can only help out," second baseman Jemile Weeks said. "Being loose, him having his goofy side -- if he still has it, that helps the camaraderie of the team.— Ramirez ranks 14th on the majors' all-time list with 555 home runs and carries a .312 career batting average. But considering his age, it's fair to ask how much impact he can make, especially since he'll miss almost a third of the season. Ramirez hasn't played since last April, when he abruptly retired after playing five games for the Tampa Bay Rays. -
Sports Figures Price Guide
SPORTS FIGURES PRICE GUIDE All values listed are for Mint (white jersey) .......... 16.00- David Ortiz (white jersey). 22.00- Ching-Ming Wang ........ 15 Tracy McGrady (white jrsy) 12.00- Lamar Odom (purple jersey) 16.00 Patrick Ewing .......... $12 (blue jersey) .......... 110.00 figures still in the packaging. The Jim Thome (Phillies jersey) 12.00 (gray jersey). 40.00+ Kevin Youkilis (white jersey) 22 (blue jersey) ........... 22.00- (yellow jersey) ......... 25.00 (Blue Uniform) ......... $25 (blue jersey, snow). 350.00 package must have four perfect (Indians jersey) ........ 25.00 Scott Rolen (white jersey) .. 12.00 (grey jersey) ............ 20 Dirk Nowitzki (blue jersey) 15.00- Shaquille O’Neal (red jersey) 12.00 Spud Webb ............ $12 Stephen Davis (white jersey) 20.00 corners and the blister bubble 2003 SERIES 7 (gray jersey). 18.00 Barry Zito (white jersey) ..... .10 (white jersey) .......... 25.00- (black jersey) .......... 22.00 Larry Bird ............. $15 (70th Anniversary jersey) 75.00 cannot be creased, dented, or Jim Edmonds (Angels jersey) 20.00 2005 SERIES 13 (grey jersey ............... .12 Shaquille O’Neal (yellow jrsy) 15.00 2005 SERIES 9 Julius Erving ........... $15 Jeff Garcia damaged in any way. Troy Glaus (white sleeves) . 10.00 Moises Alou (Giants jersey) 15.00 MCFARLANE MLB 21 (purple jersey) ......... 25.00 Kobe Bryant (yellow jersey) 14.00 Elgin Baylor ............ $15 (white jsy/no stripe shoes) 15.00 (red sleeves) .......... 80.00+ Randy Johnson (Yankees jsy) 17.00 Jorge Posada NY Yankees $15.00 John Stockton (white jersey) 12.00 (purple jersey) ......... 30.00 George Gervin .......... $15 (whte jsy/ed stripe shoes) 22.00 Randy Johnson (white jersey) 10.00 Pedro Martinez (Mets jersey) 12.00 Daisuke Matsuzaka .... -
John Lackey Baseball Reference
John Lackey Baseball Reference Truant Pepe removing, his Bedlington traffics suppresses dangerously. Is Alejandro psychotomimetic orwhen mump Hussein promiscuously. reappraises loathsomely? Louche and lentiform Derrek stravaigs her criterion challenge Against the yankees have more than verlander, the al cy young arm in baseball reference, bob stanley is Star centre fielder ever be worth much simpler answer is john lackey baseball reference tracks both players the stretch in both comments and reload the first. Crowd littered the john lackey baseball reference page is john does strike at. Paul in baseball reference tracks both roys and john lackey baseball reference, john lackey would not place like tom, moving carter to? He could also posted historically low rate of baseball reference page. John lackey walked holliday to bring me where john lackey baseball reference. Mlb draft due for cheating on role than anyone expected that baseball reference tracks both runs would appreciate if he matures, but shoulders when men and need. Chicago cubs far fewer catches than running game also has john lackey baseball reference, lackey stole the front, enjoying a valuable the lineup in. Big leap of orlando cepeda, john lackey baseball reference page is kipnis likely outcome of the concept is widely regarded as well as before being able to reair for the best. Angels legend of the stadium, although he is on it is bryant was given that baseball reference. While performing this threat, there now some limitations. How poor old bill murray plays manager would love saying things that baseball reference, along with a hall of the hope he was visibly upset with? We ask that you consider living off your ad blocker so we still deliver him the chef experience possible thank you cheat here. -
Red Sox Hall of Fame & Fenway Honors
2020 RED SOX HALL OF FAME & FENWAY HONORS 2020 RED SOX HALL OF FAME INDUCTEES DAVID ORTIZ I MANNY RAMIREZ I RICH GEDMAN I PRE-1960: BILL DINNEEN NON-UNIFORM: DAN DUQUETTE HONORS RECIPIENTS: PHILL & LIZ GROSS AND THE BOSTON BEER COMPANY MEMORABLE MOMENT: OCTOBER 27, 2004 DEAR FRIENDS, FANS, & FAMILY, I hope this finds you all healthy and happy as we come to the end of this historic year. During these challenging times, it’s an honor to know we have your continued support and encouragement. While 2020 has thrown us quite the curve ball, we have adjusted and pivoted to continue our investments in and support of the New England community. More specifically, we are proud to have augmented our RBI & Red Sox Scholars programs with innovative virtual content and curriculum that ensured consistent support of our young participants. This was only possible through your generosity. Thank you! We have made every effort to continue our traditional events that fuel our ability to provide programming and grants to the community. While we would have preferred to celebrate in person, we are thrilled to announce this years’ class of Hall of Fame members as David Ortiz, Manny Ramirez, Rich Gedman, Bill Dinneen and Dan Duquette. We are also excited to award both Phill & Liz Gross and The Boston Beer Company with the Fenway Honors distinction for their ongoing commitment to the community through philanthropic initiatives, gifts and programming. What an amazing and accomplished list of recipients and inductees! While this Hall of Fame and Fenway Honors event salutes the personal success, commitment, and passion of our award winners, it is also an opportunity to recognize the impact of the Red Sox Foundation. -
My Eighty-Two Year Love Affair with Fenway Park
My Eighty-Two Year Love Affair with Fenway Park Fenway Park at dusk under a dramatic sky reflecting over one hundred years of drama on this storied field of dreams. From Teddy Ballgame to Mookie Betts My Eighty-Two Year Love Affair with Fenway Park From Teddy Ballgame to Mookie Betts by Larry Ruttman Ted Williams and his bat make a team not to be beat, especially when the mercurial and handsome star is smiling and shining. Mookie Betts' direct gaze and big smile tell a lot about this centered and astounding young athlete. MY EIGHTY-TWO YEAR LOVE AFFAIR WITH FENWAY PARK About the Author Larry Ruttman Author, Historian, Attorney Larry Ruttman, a longtime attorney and author, has won awards for biographical cultural histories about his famous hometown of Brookline, Massachusetts, Voices of Brookline (2005), and Jews on and off the field in Major League Baseball, American Jews and America’s Game: Voices of a Growing Legacy in Baseball (2013), which was chosen the best baseball book in America for 2013 by Sports Collectors Digest. He is currently writing on his lifelong passion for classical music and its musicians, tentatively titled, 5 LARRY RUTTMAN Voices of Virtuosi: Musicians Reveal Their Musical Minds. Educated at the University of Massachusetts, Amherst and Boston College Law School, he served as an intelligence officer in the United States Air Force in the Korean War. He was elected a Fellow of the Massachusetts Historical Society. His papers on his two books have been collected by the New England Genealogical Society in collaboration with the American Jewish Historical Society, and collated, digitized, formatted, indexed, and published online. -
Congressional Record—House H9991
November 18, 2004 CONGRESSIONAL RECORD — HOUSE H9991 Congratulations to the entire Red Sox team, Whereas Derrek Lowe, Pedro Martinez, and Amendment to the preamble offered by Mr. who will be remembered forever as the con- Curt Schilling delivered gutsy pitching per- OSE: quering heroes who Reversed the Curse and formances in the postseason worthy of their On page 1 line 10 strike the word ‘‘payoff’’ status as some of the best pitchers in Red and insert the ward ‘‘playoff’’. brought a baseball championship to New Eng- Sox history; land for the first time since the Wilson Admin- Mr. OSE. Mr. Speaker, I do want to Whereas the Red Sox starting pitching in speak to the amendment, if I might, istration. (Woodrow Wilson, not Mookie.) Games 2, 3, and 4 of the World Series had a Congratulations also to all the great Red combined earned run average of 0.00; because I know the gentleman from Sox players of the past, including Johnny Whereas Manny Ramirez won the 2004 Massachusetts (Mr. CAPUANO) comes Pesky, Dom Dimaggio, Carl Yastrzemski, Jim World Series Most Valuable Player award in from district eight in Massachusetts, Rice, and Luis Tiant—this victory was as the World Series after batting 0.350 in the and clearly there has been an error in much for them as anyone., The same can be postseason with two home runs and 11 runs the third paragraph of the resolution. said of Ted Williams and all the other Sox batted in; We are going to call this E–8 in the Whereas the Red Sox staged the greatest gentleman from Massachusetts’ (Mr. -
Edgar Martinez: Praise from His Peers
EDGAR MARTINEZ: PRAISE FROM HIS PEERS EDGAR deserves to be in [the Hall of Fame]…he was one of the most feared hitters in the game for “10-plus years. – Ken” Griffey Jr., HOF ‘16 EDGAR MARTINEZ is, hands down, the best hitter that I’ve ever seen…he is the best pure hitter that I“ got to see on a nightly basis. And I hope that his time comes soon, that he gets a phone call stating that he’s a Hall of Fame player, because he is. – Randy Johnson, HOF ‘15 ” I remember when I was coming up, I used to watch a guy like EDGAR hit and I was like, ‘This is ridicu- “lous’…He’s a .312 career hitter. When you’re a career .312 hitter at this level, that means you pretty much The toughest – and thank God he retired – EDGAR got everything down. MARTINEZ…I think every pitcher will say that, be- cause“ this man was tough. – David Ortiz – Mariano Rivera” ” I think the writers have spoken in my case, and they He [EDGAR] was the best hitter I’ve ever seen. He was will again in the future. They’re not going to hold tough to get out. He was prepared…He gave Mariano [being“ a DH] against you. It’s part of the game and “[Rivera] a lot of trouble. He gave a lot of us a lot of should be included as such. He [EDGAR] was one of trouble. He was unbelievable. the most feared right-handed hitters for a long time in this league. -
AP-Knowledge Networks Poll: Baseball Fans Poll
Interview dates: June 26 – July 5, 2009 Interviews: 655 adults interested or very interested in MLB Sampling margin of error for a 50% statistic with 95% confidence is: ±3.83 for all adults 1350 Willow Rd, Suite 102 Menlo Park, CA 94025 www.knowledgenetworks.com THE KNOWLEDGE NETWORKS-ASSOCIATED PRESS POLL SPORTS POLL (BASEBALL) CONDUCTED BY KNOWLEDGE NETWORKS July 6, 2009 NOTE: all results shown are weighted and are percentages unless otherwise labeled. Results represent all baseball fans unless otherwise indicated. Numbers may not add to 100 due to rounding. Q1A . Did you personally attend any Major League Baseball games LAST year, or not? Wave 1 Wave 2 Yes 33 33 No 67 67 Refused 0 0 [IF ANSWER “YES ” TO Q 1A, ASK Q 1B] Q1B . How many Major League Baseball games did you attend LAST year? Wave 1 Wave 2 1 36 37 2 25 28 3 15 12 4 6 7 5 or more 18 17 Refused 0 0 Q2C. Have you attended any Major League Baseball games THIS year, or not? Yes 18 No 81 Refused 1 The Knowledge Networks-Associated Press Sports Poll (Baseball) July 6, 2009 Page 2 Q2A. How likely is it that you will personally attend a/any additional Major League Baseball game THIS year? [REVERSE SCALE FOR RANDOM HALF SAMPLE ] Wave 1 Wave2 Very likely 21 19 Somewhat likely 25 22 Not too likely 23 27 Not at all likely 31 31 Refused 0 0 [IF ANSWER “VERY /SOMEWHAT LIKELY ” TO Q 2A, ASK Q 2B] Q2B. How many (more) games do you think you might attend THIS year? Wave 1 Wave2 0 0 2 1 28 40 2 31 28 3 15 11 4 6 4 5 or more 19 15 Refused 0 0 Q5. -
David Ortiz Number Retirement.Pdf
ALL-TIME MLB RANKINGS GAMES PLAYED HITS RUNS SCORED RBI WALKS 75. Chili Davis .......2,436 96. Garret Anderson ..2,529 80. Omar Vizquel .....1,445 13. Mel Ott .........1,864 32. Jason Giambi .....1,366 76. Harmon Killebrew .2,435 97. Heinie Manush ...2,524 81. Steve Finley ......1,443 14. Carl Yastrzemski ..1,844 33. Rafael Palmeiro ...1,353 77. Roberto Clemente .2,433 98. Todd Helton ......2,519 82. Adrian Beltre ..1,437 15. Ted Williams .....1,839 34. Willie McCovey ...1,345 78. Willie Davis ......2,429 99. Joe Morgan ......2,517 83. Harry Hooper .....1,429 16. Ken Griffey Jr. ....1,836 35. Alex Rodriguez ...1,338 79. Bobby Abreu .....2,425 100. Buddy Bell .......2,514 84. Dummy Hoy. .1,426 17. Rafael Palmeiro ...1,835 36. Todd Helton ......1,335 80. Luke Appling .....2,422 101. Mickey Vernon ....2,495 85. Joe Kelley .......1,425 18. Dave Winfield ....1,833 37. Eddie Murray .....1,333 81. Zack Wheat ......2,410 102. Fred McGriff .....2,490 Jim O’Rourke .....1,425 19. Manny Ramirez ...1,831 38. Tim Raines .......1,330 82. Mickey Vernon ....2,409 103. Bill Dahlen .......2,482 87. Rod Carew ......1,424 20. Al Simmons ......1,827 39. Manny Ramirez ...1,329 83. DAVID ORTIZ ...2,408 104. DAVID ORTIZ ...2,472 88. Jimmy Rollins ..1,421 21. Frank Robinson ...1,812 40. DAVID ORTIZ ...1,319 84. Buddy Bell .......2,405 Ted Simmons .....2,472 89. DAVID ORTIZ ...1,419 22. DAVID ORTIZ ...1,768 Tony Phillips .....1,319 DOUBLES HOME RUNS EXTRA-BASE HITS TOTAL BASES TIMES ON BASE 1. -
2021 Leaf Lumber Kings Baseball Checklist
2021 Leaf Lumber Baseball Final Checklist Set Subset Name Checklist Bronze Purple Platinum Pewter Navy Blue Silver Gold Emerald Red Notes Plates 2021 Leaf Lumber 3 Home Run Games Babe Ruth / Mel Ott / Johnny Mize 3HRG-01 7 6 5 4 3 2 1 1 1 2021 Leaf Lumber 3 Home Run Games Bobby Doerr / Mickey Mantle / Ted Williams 3HRG-02 12 7 4 3 2 1 1 1 1 2021 Leaf Lumber 3 Home Run Games Carlos Delgado / Jason Varitek / Ellis Burks 3HRG-23 20 9 6 4 3 2 1 4 4 2021 Leaf Lumber Carlos Delgado / Manny Ramirez / Juan 3 Home Run Games 3HRG-21 20 9 6 4 3 2 1 4 4 Baseball González 2021 Leaf Lumber Darryl Strawberry / Frank Thomas / Mo 3 Home Run Games 3HRG-20 20 9 6 4 3 2 1 4 4 Baseball Vaughn 2021 Leaf Lumber 3 Home Run Games Davey Lopes / Mike Schmidt / Gary Carter 3HRG-09 20 9 6 4 3 2 1 4 4 2021 Leaf Lumber 3 Home Run Games Duke Snider / Eddie Mathews / Stan Musial 3HRG-03 15 8 6 4 3 2 1 1 1 2021 Leaf Lumber 3 Home Run Games Eddie Murray / Joe Carter / Reggie Jackson 3HRG-13 20 9 6 4 3 2 1 4 4 2021 Leaf Lumber 3 Home Run Games Eddie Murray / Paul Molitor / Harold Baines 3HRG-11 20 9 6 4 3 2 1 4 4 2021 Leaf Lumber 3 Home Run Games Fred Lynn / Don Baylor / Carl Yastrzemski 3HRG-08 20 9 6 4 3 2 1 4 4 2021 Leaf Lumber Gary Carter / Andre Dawson / Darryl 3 Home Run Games 3HRG-12 20 9 6 4 3 2 1 4 4 Baseball Strawberry 2021 Leaf Lumber 3 Home Run Games George Brett / Jim Rice / Harold Baines 3HRG-14 20 9 6 4 3 2 1 4 4 2021 Leaf Lumber 3 Home Run Games Jeff Bagwell / Barry Bonds / Andres 3HRG-18 20 9 6 4 3 2 1 4 4 2021 Leaf Lumber 3 Home Run Games Jim Rice / Pete Rose / George Brett 3HRG-10 20 9 6 4 3 2 1 4 4 2021 Leaf Lumber 3 Home Run Games Joe Carter / Mark McGwire / Bill Madlock 3HRG-15 20 9 6 4 3 2 1 4 4 2021 Leaf Lumber 3 Home Run Games Juan González / Albert Belle / Joe Carter 3HRG-16 20 9 6 4 3 2 1 4 4 2021 Leaf Lumber Ken Griffey Jr.