1974 Cincinnati Reds
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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. -
Lot# Title Bids Sale Price 1
Huggins and Scott'sAugust 7, 2014 Auction Prices Realized SALE LOT# TITLE BIDS PRICE 1 Ultimate 1974 Topps Baseball Experience: #1 PSA Graded Master, Traded & Team Checklist Sets with (564) PSA12 10,$ Factory82,950.00 Set, Uncut Sheet & More! [reserve met] 2 1869 Peck & Snyder Cincinnati Red Stockings (Small) Team Card SGC 10—First Baseball Card Ever Produced!22 $ 16,590.00 3 1933 Goudey Baseball #106 Napoleon Lajoie—PSA Authentic 21 $ 13,035.00 4 1908-09 Rose Co. Postcards Walter Johnson SGC 45—First Offered and Only Graded by SGC or PSA! 25 $ 10,072.50 5 1911 T205 Gold Border Kaiser Wilhelm (Cycle Back) “Suffered in 18th Line” Variation—SGC 60 [reserve not met]0 $ - 6 1915 E145 Cracker Jack #30 Ty Cobb PSA 5 22 $ 7,702.50 7 (65) 1909-11 T206 White Border Singles with (40) Graded Including (4) Hall of Famers 16 $ 2,370.00 8 (37) 1909-11 T206 White Border PSA 1-4 Graded Cards with Willis 8 $ 1,125.75 9 (5) 1909-11 T206 White Borders PSA Graded Cards with Mathewson 9 $ 711.00 10 (3) 1911 T205 Gold Borders with Mordecai Brown, Walter Johnson & Cy Young--All SGC Authentic 12 $ 711.00 11 (3) 1909-11 T206 White Border Ty Cobb SGC Authentic Singles--Different Poses 14 $ 1,777.50 12 1909-11 T206 White Borders Walter Johnson (Portrait) & Christy Mathewson (White Cap)--Both SGC Authentic 9 $ 444.38 13 1909-11 T206 White Borders Ty Cobb (Green Portrait) SGC 55 12 $ 3,555.00 14 1909-11 T205 & T206 Hall of Famers with Lajoie, Mathewson & McGraw--All SGC Graded 12 $ 503.63 15 (4) 1887 N284 Buchner Gold Coin SGC 60 Graded Singles 4 $ 770.25 16 (6) -
Tml American - Single Season Leaders 1954-2016
TML AMERICAN - SINGLE SEASON LEADERS 1954-2016 AVERAGE (496 PA MINIMUM) RUNS CREATED HOMERUNS RUNS BATTED IN 57 ♦MICKEY MANTLE .422 57 ♦MICKEY MANTLE 256 98 ♦MARK McGWIRE 75 61 ♦HARMON KILLEBREW 221 57 TED WILLIAMS .411 07 ALEX RODRIGUEZ 235 07 ALEX RODRIGUEZ 73 16 DUKE SNIDER 201 86 WADE BOGGS .406 61 MICKEY MANTLE 233 99 MARK McGWIRE 72 54 DUKE SNIDER 189 80 GEORGE BRETT .401 98 MARK McGWIRE 225 01 BARRY BONDS 72 56 MICKEY MANTLE 188 58 TED WILLIAMS .392 61 HARMON KILLEBREW 220 61 HARMON KILLEBREW 70 57 TED WILLIAMS 187 61 NORM CASH .391 01 JASON GIAMBI 215 61 MICKEY MANTLE 69 98 MARK McGWIRE 185 04 ICHIRO SUZUKI .390 09 ALBERT PUJOLS 214 99 SAMMY SOSA 67 07 ALEX RODRIGUEZ 183 85 WADE BOGGS .389 61 NORM CASH 207 98 KEN GRIFFEY Jr. 67 93 ALBERT BELLE 183 55 RICHIE ASHBURN .388 97 LARRY WALKER 203 3 tied with 66 97 LARRY WALKER 182 85 RICKEY HENDERSON .387 00 JIM EDMONDS 203 94 ALBERT BELLE 182 87 PEDRO GUERRERO .385 71 MERV RETTENMUND .384 SINGLES DOUBLES TRIPLES 10 JOSH HAMILTON .383 04 ♦ICHIRO SUZUKI 230 14♦JONATHAN LUCROY 71 97 ♦DESI RELAFORD 30 94 TONY GWYNN .383 69 MATTY ALOU 206 94 CHUCK KNOBLAUCH 69 94 LANCE JOHNSON 29 64 RICO CARTY .379 07 ICHIRO SUZUKI 205 02 NOMAR GARCIAPARRA 69 56 CHARLIE PEETE 27 07 PLACIDO POLANCO .377 65 MAURY WILLS 200 96 MANNY RAMIREZ 66 79 GEORGE BRETT 26 01 JASON GIAMBI .377 96 LANCE JOHNSON 198 94 JEFF BAGWELL 66 04 CARL CRAWFORD 23 00 DARIN ERSTAD .376 06 ICHIRO SUZUKI 196 94 LARRY WALKER 65 85 WILLIE WILSON 22 54 DON MUELLER .376 58 RICHIE ASHBURN 193 99 ROBIN VENTURA 65 06 GRADY SIZEMORE 22 97 LARRY -
Fred Norman & Dave Bristol to Join Adam Dunn in the 2018 Reds Hall
Fred Norman & Dave Bristol to join Adam Dunn in the 2018 Reds Hall of Fame Induction Class The three will be honored during Reds Hall of Fame Induction Weekend, July 21 & 22 CINCINNATI (February 6, 2018) — Starting pitcher Fred Norman and manager Dave Bristol will join Adam Dunn to complete the Cincinnati Reds Hall of Fame’s Induction Class of 2018. • Fred Norman was a mainstay of the Big Red Machine’s starting rotation from 1973-79 and recorded double-digit victory totals in each of his seven seasons in a Reds uniform • Dave Bristol was a major contributor to the creation of the Big Red Machine and managed the Reds from 1966-69 Bristol and Norman were selected by the Hall’s Veterans Committee, which is comprised of Hall of Famers, Reds executives, Hall of Fame board members, baseball historians and media members. “I’d like to thank the Veterans Committee for its thoughtful and thorough review of all the former players and managers that were part of the Veterans Ballot,” said Rick Walls, executive director of the Reds Hall of Fame & Museum. “After speaking with Fred and Dave, I know this election means the world to them, and we all look forward to enshrining them among the other Reds legends in the Hall during Induction Weekend July 21-22.” Dunn was the top vote-getter selected by fans, Reds alumni and select media through the Modern Player Ballot, presented by Clark Schaefer Hackett, the official accounting firm of the Reds Hall of Fame Ballot. The trio will be honored during Reds Hall of Fame Induction Weekend on July 21 & 22 and brings the Hall’s membership ranks to 89 total including 81 players, 5 managers and 3 executives. -
Major Leagues Are Enjoying Great Wealth of Star
MAJOR LEAGUES ARE ENJOYING GREAT WEALTH OF STAR FIRST SACKERS : i f !( Major League Leaders at First Base l .422; Hornsby Hit .397 in the National REMARKABLE YEAR ^ AMERICAN. Ken Williams of Browns Is NATIONAL. Daubert and Are BATTlMi. Still Best in Hitting BATTING. Pipp Play-' PUy«,-. club. (1. AB. R.11. HB SB.PC. Player. Club. G. AB. R. H. I1R. SB. PC. Slsler. 8*. 1 182 SCO 124 233 7 47 .422 iit<*- Greatest Game of Cobb. r>et 726 493 89 192 4 111 .389 Home Huns. 105 372 52 !4rt 7 7 .376 Sneaker, Clev. 124 421 8.1 ir,« 11 8 .375 liar foot. St. L. 40 5i if 12 0 0 .375 I'll 11 Lives. JlHTneyt Det 71184 33 67 0 2 .364 Russell, Pitts.. 48 175 43 05 12 .4 .371 l.-llmunn, D«t. 118 474! #2 163 21 8 .338 Konseca, Cln. (14 220 39 79 2 3 .859 Hugh, N. Y 34 84 14 29 0 0 .347.! George Sisler of the Browne is the Stengel, N. V.. 77 226 42 80 6 5 .354 Woo<lati, 43 108 17 37 0 0 H43 121 445 90 157 13 6 .35.4 N. Y Ill 3?9 42 121 1 It .337 leading hitter of the American League 133 544 100 191 3 20 .351 IStfcant. .110 418 52 146 11 5 .349 \ an Glider, St. I.. 4<"» 63 15 28 2 0 .337 with a mark of .422. George has scored SISLER STANDS A I TOP 'i'obln, fit J 188 7.71 114 182 11 A .336 Y 71 190 34 66 1 1 .347 Ftagsloart, Det 87 8! 18 27 8 0 .833 the most runs. -
Baseball Autographs Signed 1950-55 Callahans 297 Honus Wagner 9
January 31 Auction: Baseball Autographs Signed 1950-55 Callahans 297 Honus Wagner 9 ............................ 500 Such a neat item, offered is a true high grade hand-signed 290 Fred Clarke 9.5 ......................... 100 Honus Wagner baseball card. So hard to find, we hardly ever Sharp card, this looks to be a fine Near Mint. Signed in par- see any kind of card signed by the legendary and beloved ticularly bold blue ink, this is a terrific autograph. Desirable Wagner. The offered card, slabbed by PSA/DNA, is well signed card, deadball era HOFer Fred Clarke died in 1960. centered with four sharp corners. Signed right in the center PSA/DNA slabbed. in blue fountain pen, this is a very nice signature. Key piece, this is another item that might appreciate rapidly in the 291 Clark Griffith 9 ............................ 150 future given current market conditions. Very scarce signed card, Clark Griffith died in 1955, giving him only a fairly short window to sign one of these. Sharp 298 Ed Walsh 9 ............................ 100 card is well centered and Near Mint or better to our eyes, Desirable signed card, this White Sox HOF pitcher from the this has a fine and clean blue ballpoint ink signature on the deadball era died in 1959. Signed neatly in blue ballpoint left side. PSA/DNA slabbed. ink in a good spot, this is a very nice signature. Slabbed Authentic by PSA/DNA, this is a quality signed card. 292 Rogers Hornsby 9.5 ......................... 300 Remarkable signed card, the card itself is Near Mint and 299 Lot of 3 w/Sisler 9 ..............................70 quite sharp, the autograph is almost stunningly nice. -
2018 Schedule Oklahoma Sooners Texas Tech Red Raiders
Texas Tech • Lubbock, Texas • Rip Griffin Park (4,432) 2018 SCHEDULE Date Opponent Time/Result OKLAHOMA SOONERS TEXAS TECH RED RAIDERS Feb. 16 vs. #20Indiana^ W, 6-3 Feb. 17 vs. #17South Alabama^ L, 5-6 (12) Overall: 26-13 Overall: 30-8 Feb. 17 at Coastal Carolina^ L, 3-4 (10) Big 12: 9-3 Big 12: 8-4 Feb. 18 vs. Virginia Tech^ L, 6-14 Head Coach: Skip Johnson Head Coach: Tim Tadlock Feb. 21 Abilene Christian PPD Career Record/Years: Career Record/Years: Feb. 24 Holy Cross [SS.tv] W, 1-0 26-13/1 220-114/6 Feb. 24 Valparaiso [SS.tv] L, 4-11 Rank: 14CBN/20USA/21BA/N/22D1B Rank: 4N/5BA/D1B/USA/15CBN Feb. 25 Holy Cross [SS.tv] W, 11-5 Feb. 25 Valparaiso [SS.tv] W, 3-2 (10) First Pitch... TV: FSSW+ (Fri./Sun.), FSSW (Sat.) Feb. 27 at #24Dallas Baptist [FSSW+] L, 2-5 The Oklahoma baseball team gets back on the road to visit Play-By-Play ......................................... Robert Giovannetti March 2 #29Alabama [SS.tv] W, 2-1 (11) Texas Tech for a weekend series beginning Friday, April 20 at Color .......................................................... Mike Gustafson March 3 #29Alabama [FSOK] W, 16-4 6:30 p.m. in Lubbock. The No. 14 Sooners play the No. 4 Red Radio: Sportstalk 1400 AM/99.3 FM March 4 #29Alabama [FSOK+] L, 1-13 Raiders at Rip Griffin Mark in their second top-25 match-up in Play-By-Play ................................................Toby Rowland March 6 #25Dallas Baptist [FSOK] W, 15-3 as many weeks. -
Cincinnati Reds'
CCiinncciinnnnaattii RReeddss MMeeddiiaa CClliippss JJuunnee 2211sstt,, 22001166 Cincinnati Reds Press Clippings June 21, 2016 THIS DAY IN REDS HISTORY 1957-On “Frank Robinson Night,” Robinson receives his 1956 Rookie of the Year Award and hits five singles in five at-bats MLB.COM Reds assembling missing pieces to club By Mark Sheldon / MLB.com | @m_sheldon | June 20th, 2016 CINCINNATI -- For most of this rebuilding season, several of the pieces the Reds expected for the process weren't at manager Bryan Price's disposal. Several were injured, and others have been getting needed development time in Triple-A. That's finally starting to change. With his "Super Two" status no longer a concern, pitching prospect Cody Reed was called up Saturday. Infielder Jose Peraza is back in the big leagues for the second time. Starting pitcher Anthony DeSclafani has put an oblique injury behind him. Pitchers Michael Lorenzen and Raisel Iglesias could be ready in the near future. "It's exciting because this is what we've all talked about," Price said. "We've anticipated it would happen a little bit sooner. We didn't anticipate the health issues, and didn't think we'd come out of Spring Training with all the issues and injuries. I did anticipate we'd get to the point where these young guys would impact our ballclub, and begin to learn how to play at this level and find their way to success." More help could be coming. Pitcher Robert Stephenson, who already made two spot starts in the big leagues, is performing well at Triple-A Louisville with a 3.29 ERA in 11 starts. -
Cards' Forseh Wins 100Th
Cards' Forseh wins 100th (2-6- ) out United Press International SAN FRANCISCO 4, CHICAGO 3 Seaver struck six and one seven innings to win at Chicago Chili Davis hit a two-ru-n walked in ST. LOUIS George Hendrick National homer in the first inning and his first, game since May 4. Tom drove in three runs with a homer and Milt May and Tom O'Malley each Hume pitched thefinalteojnnings. to Bob a single Friday night help League drove in a run in the third to give the A spectacular diving catch by left Forseh gain his 100th career victory San Francisco Giants a victory over Mike Vail in sixth inning, Cardinals to fielder the and lead St. Louis a 3, the the Chicago Cubs. when Cincinnati led 4-- cut off two 5-- 2 triumph over the Los Angeles Los Angeles bunched a single by The loss was Chicago's fifth in a Reds then Garvey, possible runs. The erupted Dodgers. Steve a double by Dusty row, its longest losing streak of the for four runs with two out in the The victory was the Cardinals' Baker and a single by Pedro Guerre- season. sixth. 10 games. two eighth in the last ro for its runs in the fourth. The Fred Breining (3--1) relieved start- Dodgers 2--0 Dodgers' only was The took a lead in the other hit a double er Mike Chris in the first inning and SAN DIEGO 5, PITTSBURGH 4 at fourth but St. Louis tied it in the fifth by Garvey in the sixth. -
Major League Baseball's I-Team
Major League Baseball’s I-Team The I-Team is composed of players whose names contain enough unique letters to spell the team(s) for which they played. To select the team, the all-time roster for each franchise was compared to both its current name as well as the one in use when each player was a member of the team. For example, a member of the Dodgers franchise would be compared to both that moniker (regardless of the years when they played) as well as alternate names, such as the Robins, Superbas, Bridegrooms, etc., if they played during seasons when those other identities were used. However, if a franchise relocated and changed its name, the rosters would only be compared to the team name used when each respective player was a member. Using another illustration, those who played for the Senators from 1901 to 1960 were not compared to the Twins name, and vice versa. Finally, the most common name for each player was used (as determined by baseball- reference.com’s database). For example, Whitey Ford was used, not Edward Ford. Franchise Team Name Players Angels Angels Al Spangler Angels Angels Andres Galarraga Angels Angels Claudell Washington Angels Angels Daniel Stange Angels Angels Jason Bulger Angels Angels Jason Grimsley Angels Angels Jose Gonzalez Angels Angels Larry Gonzales Angels Angels Len Gabrielson Angels Angels Paul Swingle Angels Angels Rene Gonzales Angels Angels Ryan Langerhans Angels Angels Wilson Delgado Astros Astros Brian Esposito Astros Astros Gus Triandos Astros Astros Jason Castro Astros Astros Ramon de los Santos -
February, 2008
By the Numbers Volume 18, Number 1 The Newsletter of the SABR Statistical Analysis Committee February, 2008 Review Academic Research: The Effect of Steroids on Home Run Power Charlie Pavitt How much more power would a typical slugger gain from the use of performance-enhancing substances? The author reviews a recent academic study that presents estimates. R. G. Tobin, On the potential of a chemical from different assumption about it. Tobin examined the Bonds: Possible effects of steroids on home implications of several, with the stipulation that a batted ball would be considered a home run if it had a height of at least nine run production in baseball, American Journal feet at a distance of 380 feet from its starting point. of Physics, January 2008, Vol. 76 No. 1, pp. 15-20 Computations based on these models results in an increase from about 10 percent of batted balls qualifying as homers, which is This piece is really beyond my competence to do any more than the figure one would expect from a prolific power hitter, to about summarize, but it certainly is timely, and I thought a description 15 percent with the most conservative of the models and 20 would be of interest. Tobin’s interest is in using available data percent for the most liberal. These estimates imply an increase in and models to estimate the increase in home runs per batted ball homer production of 50 to 100 percent. that steroid use might provide. After reviewing past physiological work on the impact of steroids on weightlifters, he Tobin then takes on the impact on pitching, with a ten percent decided to assume an increase in muscle increase in muscle mass leading to a mass of ten percent five percent rise in from its use, leading In this issue pitching speed, to an analogous which is close to increase in kinetic Academic Research: The Effect of Steroids five miles an hour energy of the bat on Home Run Power ...................Charlie Pavitt ....................... -
NEW YORK METS (46-52) Vs. SAN DIEGO PADRES (43-55) Sunday, July 20, 2014 Game 98 • Home Game 52 • Petco Park • San Diego, CA
NEW YORK METS (46-52) vs. SAN DIEGO PADRES (43-55) Sunday, July 20, 2014 Game 98 • Home Game 52 • Petco Park • San Diego, CA 1 2 3 4 5 6 7 8 9 R H E LOB New York 0 0 0 0 0 0 0 1 0 1 3 1 7 San Diego 0 0 0 1 0 0 0 0 1 2 11 0 11 Winning Pitcher: Benoit (4-2) Time of Game: 3:07 Attendance: 31,513 Losing Pitcher: Black (2-3) First Pitch: 1:12 p.m. Season Total: 1,396,147 Save: None Game-Time Temp: 75 degrees Season Avg. (52 games): 26,849 Starting Pitcher Lines Pitcher IP H R ER BB SO HR Pitches/Strikes Odrisamer Despaigne 7.2 2 1 1 3 5 0 123/75 Zack Wheeler 6.0 8 1 1 1 7 1 106/68 Tuesday’s Matchup San Diego Padres at Chicago Cubs – 5:40 p.m. PT LHP Eric Stults (3-11, 4.98) vs. RHP Kyle Hendricks (0-0, 6.00) SAN DIEGO NOTES With the win, the Padres earned the series victory and are now 8-1-2 all-time in series against the Mets at Petco Park…the Padres own a 24-13 mark all-time against the Mets at Petco Park, their best record against any opponent here. o The win was the Padres’ fifth walk-off win of the season and the first since Everth Cabrera hit a walk-off sacrifice fly on June 20 vs. Los Angeles…the Padres now have 81 walk-off wins since the start of the 2005 season, the third-most in Major League Baseball, behind only Cincinnati (84) and Tampa Bay (82).