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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. -
Boston Red Sox 5, New York Yankees 3
WORLD SERIES CHAMPIONS (9): 1903, 1912, 1915, 1916, 1918, 2004, 2007, 2013, 2018 AMERICAN LEAGUE CHAMPIONS (14): 1903, 1904, 1912, 1915, 1916, 1918, 1946, 1967, 1975, 1986, 2004, 2007, 2013, 2018 AMERICAN LEAGUE EAST DIVISION CHAMPIONS (10): 1975, 1986, 1988, 1990, 1995, 2007, 2013, 2016, 2017, 2018 AMERICAN LEAGUE WILD CARD (7): 1998, 1999, 2003, 2004, 2005, 2008, 2009 @BOSTONREDSOXPR • HTTP://PRESSROOM.REDSOX.COM • @SOXNOTES BOSTON RED SOX 5, NEW YORK YANKEES 3 Friday, June 25, 2021 • Fenway Park, Boston, MA 1 2 3 4 5 6 7 8 9 R H E PITCH COUNTS New York 0 3 0 0 0 0 0 0 0 3 9 2 RED SOX Boston 3 0 1 0 0 0 0 1 X 5 7 1 Pitcher # (Strikes) Win: Whitlock (3-1) Loss: Germán (4-5) Save: Barnes (16) Martín Pérez 67 (44) Time of Game: 3:37 Attendance: 36,869 (1st sellout) Weather: 66°, E at 6 mph Hirokazu Sawamura 20 (10) Yankees HR: None Garrett Whitlock 33 (21) Adam Ottavino 13 (10) Red Sox HR: None Matt Barnes 19 (14) YANKEES RED SOX NOTES (45-31) Pitcher # (Strikes) Domingo Germán 72 (46) THE RED SOX are 4-0 vs. NYY this season, out-scoring the Yankees, 23-13, during the season series. Lucas Luetge 40 (19) Jonathan Loaisiga 21 (15) Are 3-4 in their last 7 games, but 13-8 in their last 21...Are 21-14 at home since getting swept by BAL to begin the season. Zack Britton 11 (7) 4 Sox relievers combined to toss 5.1 scoreless innings: Sawamura (1.1 IP), Whitlock (2.0), Ottavino (1.0), and Barnes (1.0). -
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The Boston Red Sox Wednesday, March 3, 2021 * The Boston Globe How Nick Pivetta is embracing a fresh start with the Red Sox Peter Abraham FORT MYERS, Fla. — Nick and Kristen Pivetta have been nomads for some time, unable to return to their native Canada because of strict pandemic protocols regarding crossing the border from the United States. “We haven’t been home in almost two years,” said Nick, a righthander who was traded to the Red Sox last summer. “So we packed up and came here.” Home is now a rented condo a short drive from JetBlue Park. They arrived in October for what in every way has been a fresh start. Pivetta, 28, spent nearly five years with the Philadelphia Phillies. He made his major league debut with the team in 2017, won his first game a few weeks later, and struck out 13 Cardinals one memorable night in 2018. But he welcomed the trade to Boston. It was time. “I can’t speak on behalf of the Phillies. But I don’t feel they valued me as a starter anymore,” Pivetta said. “I was ready for some new scenery. It was best for both parties.” That was easily confirmed, a Phillies official saying the team felt Pivetta was more confident in his abilities than a career 5.40 earned run average suggested he should be. They recognized his talent but were frustrated by his stubbornness. The Red Sox took a chance on the talent, trading relievers Heath Hembree and Brandon Workman for Pivetta and righthander Connor Seabold. -
Oakland Athletics Virtual Press
OAKLAND ATHLETICS Game Information Oakland Athletics Baseball Company h 7000 Coliseum Way h Oakland, CA 94621 510-638-4900 h Public Relations Facsimile 510-562-1633 h www.oaklandathletics.com YESTERDAY OAKLANDC ATHLETICS (12-15-3) VS. SAN FRANCISCO GIANTS (21-11) The A’s shutout the Giants on five FRIDAY, APRIL 2, 2010 – AT&T PARK – 7:15 P.M. hits in San Francisco, 9-0…Justin Duchscherer started for the A’s and tossed 6.0 innings, allowing three ABOUT THE A’s of the hits and walking two while ABOUT THE A’S: The A’s snapped a five-game winless streak last night and are now 12-15-3 striking out six…Jerry Blevins, (.450)…have clinched a losing record for the second consecutive spring (went 17-18-2 last year)…the last Craig Breslow and Tyson Ross time the A’s finished the spring with a winning percentage under .450 was in 1990 when they went 6-10 pitched one scoreless inning of (.375)…the A’s record is tied for ninth best among the 15 Cactus League teams, but it is the best mark relief each…Kevin Kouzmanoff had among the four American League West teams…have three tie games, which are the A’s most ties during a RBI double in the first inning to the spring since moving to Arizona in 1969…the shutout last night lowered the A’s ERA to 5.62, which is open the scoring and Kurt Suzuki the lowest it has been since the fourth game of the spring (March 8)…however, it is the fourth highest ERA followed with a two-run in the majors…rank third in the majors in most hits (316) and tied for third in most walks (118)…are tied for homer…Rajai Davis and the -
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. -
River Weekly News LORKEN Publications, Inc
Have A Safe and FREE Happy Labor Day Take Me Weekend Home VOL. 15, NO. 35 From the Beaches to the River District downtown Fort Myers SEPTEMBER 2, 2016 placements in permanent collections throughout Alliance Exhibit the United States, such as The Smithsonian Institution, Kemper Insurance, AT&T, Sears, Features Works Delta Airlines, Beatrice Foods, the Library of Congress in Washington, DC, and abroad, By Renowned Artist including the British Museum in London. He worked with and was published by both Reader’s aintings by Carl E. Schwartz will be fea- Digest and Playboy magazine. He can be found tured in two galleries at the Alliance for in Who’s Who, Who’s Who in the Midwest as Pthe Arts in September, with an opening well as Who’s Who in American Art. reception on Friday, September 9 from 5 to Schwartz was an assiduous student of light. 7 p.m. He isolated and painted the pattern and forms Schwartz taught figure drawing and painting he saw. The influence of abstract expressionism in Chicago at the North Shore Art League for hangs just below the surface of his work. Seen in almost 30 years, and moved to Florida perma- detail, it is completely abstract. Schwartz created nently in 1984. In 1999, he returned to teach- tight shapes under a controlled technique. Using ing for another 14 years at Florida Gulf Coast these controlled forms, he produced what we University where he taught drawing and paint- the human eye perceives as “real.” The subject ing, and enjoyed the satisfaction of watching of the painting becomes secondary to the form. -
12 Hours Opens Under Blue Skies and Yellow Flags
C M Y K INSPIRING Instead of loading up on candy, fill your kids’ baskets EASTER with gifts that inspire creativity and learning B1 Devils knock off county EWS UN s rivals back to back A9 NHighlands County’s Hometown Newspaper-S Since 1927 75¢ Cammie Lester to headline benefit Plan for spray field for Champion for Children A5 at AP airport raises a bit of a stink A3 www.newssun.com Sunday, March 16, 2014 Health A PERFECT DAY Dept. in LP to FOR A RACE be open To offer services every other Friday starting March 28 BY PHIL ATTINGER Staff Writer SEBRING — After meet- ing with school and coun- ty elected officials Thurs- day, Florida Department of Health staff said the Lake Placid office at 106 N, Main Ave. will be reopen- ing, but with a reduced schedule. Tom Moran, depart- ment spokesman, said in a Katara Simmons/News-Sun press release that the Flor- The Mobil 1 62nd Annual 12 Hours of Sebring gets off to a flawless start Saturday morning at Sebring International Raceway. ida Department of Health in Highlands County is continuing services at the Lake Placid office ev- 12 Hours opens under blue ery other Friday starting March 28. “The Department con- skies and yellow flags tinues to work closely with local partners to ensure BY BARRY FOSTER Final results online at Gurney Bend area of the health services are avail- News-Sun Correspondent www.newssun.com 3.74-mile course. Emergen- able to the people of High- cy workers had a tough time lands County. -
Atlanta Braves 3, Boston Red Sox 1
WORLD SERIES CHAMPIONS (9): 1903, 1912, 1915, 1916, 1918, 2004, 2007, 2013, 2018 AMERICAN LEAGUE CHAMPIONS (14): 1903, 1904, 1912, 1915, 1916, 1918, 1946, 1967, 1975, 1986, 2004, 2007, 2013, 2018 AMERICAN LEAGUE EAST DIVISION CHAMPIONS (10): 1975, 1986, 1988, 1990, 1995, 2007, 2013, 2016, 2017, 2018 AMERICAN LEAGUE WILD CARD (7): 1998, 1999, 2003, 2004, 2005, 2008, 2009 @BOSTONREDSOXPR • HTTP://PRESSROOM.REDSOX.COM • @SOXNOTES ATLANTA BRAVES 3, BOSTON RED SOX 1 Tuesday, May 25, 2021 • Fenway Park, Boston, MA 1 2 3 4 5 6 7 8 9 R H E PITCH COUNTS Atlanta 0 0 2 0 0 1 0 0 0 3 8 1 RED SOX Boston 1 0 0 0 0 0 0 0 0 1 3 0 Pitcher # (Strikes) Win: Morton (3-2) Loss: Richards (4-3) Save: Smith (8) Garrett Richards 97 (59) Time of Game: 3:06 Attendance: 9,357 Weather: 73°, SW at 21 mph Hirokazu Sawamura 26 (16) Braves HR: None Garrett Whitlock 36 (28) Red Sox HR: None BRAVES Pitcher # (Strikes) Charlie Morton 103 (71) RED SOX NOTES (29-20) Edgar Santana 18 (9) Will Smith 14 (9) THE RED SOX have lost each of their last 2 games following a 4-game winning streak...Are 7-4 in their last 11 games. Scored 1 or 0 runs for the 8th time (previous: 5/18 at TOR, 0)...Had 3 or fewer hits for the 3rd time (previous: 4/29 at TEX, 3). GARRETT RICHARDS (5.2 IP, 6 H, 3 R, 4 BB, 4 SO) held the Braves to 2 runs through 5.0 innings before being charged with an ER in the 6th. -
VISIT BUYATOYOTA.COM for GREAT DEALS! Pressbox Takes Aninsidelook Atthehomeof Where Liferevolves Around Family, Faithandfootball Buyatoyota.Com Lorem Ipsum
PressBox takes an inside look at the home of where life revolves around family, faith and football photography–kenya allen/pressbox photography–kenya VISIT BUYATOYOTA.COM FOR GREAT DEALS! buyatoyota.com Lorem ipsum With the level of performance you expect from a BMW; intuitive iDrive 6.0; available Driving Assistance Plus package with safety features, such as Active Blind Spot Detection, Lane Keeping Assistant, and Rear Collision Prevention; and BMW’s next-generation xDrive, intelligent all-wheel-drive system; the all-new BMW X3 proves that greatness comes in many forms. No matter what road, what terrain, or what adventrue, BMW’s newest-generation Sports Activity Vehicle® is capable of more. SPECIAL LEASE AND FINANCE OFFERS WILL BE AVAILABLE BY NORTHWEST BMW THROUGH BMW FINANCIAL SERVICES. Northwest BMW 9702 Reisterstown Rd Owings Mills, MD 21117-4120 410-902-8700 NorthwestBMW.com ©2017 BMW of North America, LLC. The BMW name, model names and logo are registered trademarks. Issue 240 • 12.15.17 - table of contents - COVER STORY Happy Holidays From The Weddle Family................ 16 PressBox takes an inside look at the home of Ravens star safety Eric Weddle, where life revolves around family, faith and football By Bo Smolka FEATURE STORIES Sports Business w/ Bill Ordine................................ 09 Ravens Report w/ Bo Smolka................................... 13 Orioles Report w/ Rich Dubroff.............................. 23 Varsity Report w/ Wick Eisenberg............................ 32 Maryland Gaming w/ Bill Ordine ............................35 -
Game Notes Sea Dogs Staring Pitcher - #20 Josh Winckowski
@PortlandSeaDogs Game 38 Portland Sea Dogs (21-16) at Portland Sea Dogs Binghamton Rumble Ponies Location: Portland, Maine Location: Binghamton, NY Binghamton Rumble Ponies (11-25) Stadium: Hadlock Field Stadium: Mirabito Stadium June 16, 2021 at 6:35pm Manager: Corey Wimberly Manager: Lorenzo Bundy Watch: MiLB.TV MLB Affiliate: Boston Red Sox MLB Affiliate:New York Mets June 16, 2021 Listen: Sea Dogs Radio Network built by General Dynamics NEL Division: Eastern Division NEL Division: Eastern Division Overall Record..................................................21-16 Starting Pitcher Matchup First Half..............................................................21-16 Portland: RHP Josh Winckowski (2-1, 2.39 ERA) Second Half................................................................... vs. Current Streak.....................................................1 W Binghamton: RHP Adam Oller (1-3, 5.18 ERA) Longest Win Streak.........................5G (5/6-5/11) Standing....................................................2nd, -2.5 G STREAK IS SNAPPED - With the 9-6 victory last night over the Rumble Ponies, the Last 5 Games..........................................................2-3 Portland Sea Dogs snapped the four-game losing streak. The Sea Dogs remain in Last 10 Games......................................................5-5 second place in the Double-A Northeast League - Northeast Division 2.5 games Series Record H/R....................................2-1/1-1-1 behind the Somerset Patriots. Series Sweeps by Dogs H/R.................................. -
2018 Red Sox Red 2018 J.D
FINAL-1 Tue, Sep 25, 2018 12:59:14 AM 2018 RED SOX POSTSEASON PREVIEW 2-for-2 HOW ALEX CORA, J.D. MARTINEZ INJECTED NEW LIFE INTO THE SOX SABGA/Staff photo SABGA/Staff J.D. Martinez Alex Cora AMANDAÂ FINAL-1 Tue, Sep 25, 2018 12:59:16 AM S2 MASTER BUILDER How team president rebuilt Red Sox into superpower Chris Mason of the batters he faced, and • Wednesday, September 26, 2018 26, September • Wednesday, as a reliever, finished sixth in the Cy Young voting. Dave Dombrowski HOLDING ON arrived in 4 TO THE CORE Boston with a Sometimes the best trades reputation as are the ones you don’t make. an executive While Dombrowski has that never never shied away from trad- shied away ing horses for ponies, he from making a big splash. deserves kudos for holding 2018 BOSTON RED SOX 2018 BOSTON That’s proven to be well on to the right ones. deserved, as the Red Sox When he arrived in 2015, posted their best regular Mookie Betts and Xander season in franchise history Bogaerts were up-and-com- thanks in large part to the ers, but not yet superstars. star power on their roster. Prior to the 2016 season the Here are Dombrowski’s five Red Sox needed starting best moves as Sox shot-caller, pitching, so Dombrowski and the one non-move that knocked on a few doors. could come back to bite him: When the ask was Betts and/or Bogaerts, the Sox TRADING FOR said no thanks. 5 CRAIG KIMBREL At that time, Andrew Ben- When the Red Sox dealt intendi and Rafael Devers North of Boston Media Group • Group Media of Boston North four prospects for Craig were top prospects that AP file photo Kimbrel, they were expect- hadn’t yet gotten a sniff The success of the 2018 Red Sox can be attributed to some of Dave Dombrowski’s moves as president of baseball operations. -
2020 Donruss Optic Baseball Checklist Yellow = Autograph; 30 Teams with Autographs; 30 Teams with Cards Player Set Card # Team Dillon Peters Auto - Optic 29 Angels
2020 Donruss Optic Baseball Checklist Yellow = Autograph; 30 Teams with Autographs; 30 Teams with Cards Player Set Card # Team Dillon Peters Auto - Optic 29 Angels Jo Adell Auto - Fireworks Signatures Gold/Gold Vinyl Only 35 Angels Jo Adell Auto - Rated Prospects Signatures 6 Angels Jose Suarez Auto - Signature Series 22 Angels Matt Thaiss Auto - Rated Rookies Signatures 8 Angels Patrick Sandoval Auto - Rated Rookies Signatures 43 Angels Shohei Ohtani Auto - Fireworks Signatures 24 Angels Troy Glaus Auto - Fireworks Signatures 29 Angels Albert Pujols Base 193 Angels Anthony Rendon Base 155 Angels Jo Adell Insert - Rated Prospects 3 Angels Matt Thaiss Base - Rated Rookies 60 Angels Mike Trout Base 142 Angels Mike Trout Base - All Stars 197 Angels Mike Trout Base - Diamond Kings 9 Angels Mike Trout Insert - Mythical 4 Angels Mike Trout Insert - Stars and Stripes 2 Angels Patrick Sandoval Base - Rated Rookies 47 Angels Shohei Ohtani Base 118 Angels Shohei Ohtani Insert - Optic Illusions 13 Angels Shohei Ohtani Insert - Stars and Stripes 6 Angels GroupBreakChecklists.com 2020 Donruss Optic Baseball Checklist Player Set Card # Team Aaron Sanchez Auto - Retro 1986 Signatures 37 Astros Abraham Toro Auto - Rated Rookies Signatures 44 Astros Alex Bregman Auto - Fireworks Signatures 18 Astros Alex Bregman Auto - Signature Series 16 Astros Bryan Abreu Auto - Rated Rookies Signatures 36 Astros Forrest Whitley Auto - Rated Prospects Signatures 3 Astros Freudis Nova Auto - Retro 1986 Signatures 3 Astros Jose Altuve Auto - Highlights Signatures 5 Astros