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A Statistical Study Nicholas Lambrianou 13' Dr. Nicko
Examining if High-Team Payroll Leads to High-Team Performance in Baseball: A Statistical Study Nicholas Lambrianou 13' B.S. In Mathematics with Minors in English and Economics Dr. Nickolas Kintos Thesis Advisor Thesis submitted to: Honors Program of Saint Peter's University April 2013 Lambrianou 2 Table of Contents Chapter 1: The Study and its Questions 3 An Introduction to the project, its questions, and a breakdown of the chapters that follow Chapter 2: The Baseball Statistics 5 An explanation of the baseball statistics used for the study, including what the statistics measure, how they measure what they do, and their strengths and weaknesses Chapter 3: Statistical Methods and Procedures 16 An introduction to the statistical methods applied to each statistic and an explanation of what the possible results would mean Chapter 4: Results and the Tampa Bay Rays 22 The results of the study, what they mean against the possibilities and other results, and a short analysis of a team that stood out in the study Chapter 5: The Continuing Conclusion 39 A continuation of the results, followed by ideas for future study that continue to project or stem from it for future baseball analysis Appendix 41 References 42 Lambrianou 3 Chapter 1: The Study and its Questions Does high payroll necessarily mean higher performance for all baseball statistics? Major League Baseball (MLB) is a league of different teams in different cities all across the United States, and those locations strongly influence the market of the team and thus the payroll. Year after year, a certain amount of teams, including the usual ones in big markets, choose to spend a great amount on payroll in hopes of improving their team and its player value output, but at times the statistics produced by these teams may not match the difference in payroll with other teams. -
Tennessee Baseball History
History College World Series 1951, 1995, 2001, 2005 109 Tennessee Baseball History The Early Years ... tant Frank Moffett headed up the 1918 and 1919 teams. Tennessee posted winning seasons in Newspaper records trace Tennessee baseball history to 1897, the first year the university had three of those four years as the squad continued to play exhibitions against both major and minor an official baseball team. The earliest teams wore gold and white and played high schools, inde- league teams. pendent teams and visiting professional clubs in addition to other collegiate squads. The players The Vols opened the 1918 season with a 14-0 blanking by the Pittsburgh Pirates, but rebound- traveled by train, tried out every year, paid their own expenses and received no scholarships. ed to post an 8-2 mark against collegiate competition. Coach Moffett, who had been around the The program was discontinued in the years of 1901, 1932-38 and 1943-46. They played their baseball program since 1903, termed the performance of the 1918 squad, “the most successful games at Wait Field at the corner of 15th Street and Cumberland Avenue on campus. The field season in the university’s history.” was also where the football team played its games until moving to Shields-Watkins Field in 1921. In Moffett’s last year with Tennessee in 1919, Sunday baseball was not permitted in the state. The earliest teams were managed by player/coaches as the student-body took it upon them- The team was strong on hitting and fielding, but short on baserunning as it finished 5-7-1. -
RCBC Newsletter
Volume 17-3 March 2017 Richmond County Baseball Club 1400 Travis Ave. Staten Island, NY 10314 RCBC Newsletter If you have any interesting info or news Automated External Defibrillators Now On Site you would like included in a future newsletter, please email to Richmond County baseball received their new Automated External [email protected]. Defibrillators (AEDs) from the NYC Department of Citywide Visit our website at: Administrative Services (DCAS ) as a result of the law authored by District 50 Councilman Steven Matteo. All RCBC staff and coaches are being trained in www.rcbclub.com CPR and use of the defibrillators. “At RCBC, we are taking every measure to maintain the safety of our children Inside this issue: and their families” said Coach DeFendis. “We are thankful to Councilman Matteo for creating this law and for all his efforts towards making Staten Island AEDs At The 1 a great place to live. Let’s pray we never have to use them.” Complex Payment Reminder 2 Tournament 2 Update Text Message Alerts 2 Meet Marucci 3 Game Changer 4 Featured Article - Defeat, Struggle and- 5 Fail Marucci Featured 6 Item Coach Quinn, Councilman Matteo, Coach DeFendis and Jim Russo Newsletter Title Page 2 Richmond County Baseball Club Newsletter Volume 17-3 2017 Tournament Schedule For those teams with a payment schedule for your 2017 registration and tournament fees, Tournament season kicks off next month with several PGBA events. the next installment is due by March 31. April 14-15 - Staten Island Holiday Classic (11U, 14U) For teams ages 14U, 16U and 17U, full April 22-23 - Northeast Elite Invitational (12U, 13U) payment must be April 29-30 - Staten Island Spring Shootout (10U, 11U, 14U) received by April 30. -
Spring Notes
SPRING TRAINING GAME NOTES NEW YORK YANKEES (18-6) vs. BOSTON RED SOX (11-12-2) YANKEES ROSTER RHP Bryan Mitchell (2-1, 3.77) vs. LHP Chris Sale (1-0, 3.60) 11 Brett Gardner . OF 12 Chase Headley . .INF Probable relievers for NYY: LHP Aroldis Chapman, RHP Luis Cessa and LHP Jon Niese 14 Starlin Castro . .INF 17 Matt Holliday . .DH Tuesday, March 21, 2017 • GMS Field • Tampa, Florida • 6:35 p.m. ET 18 Didi Gregorius . .INF Game #26 • Home Game #13 • TV: None • Radio: None 19 Masahiro Tanaka . .RHP 22 Jacoby Ellsbury . OF 24 Gary Sánchez . C AT A GLANCE: The New York Yankees will play the 26th exhibition game of their spring schedule tonight vs. the Boston 26 Tyler Austin . .INF/OF Red Sox in Tampa, Fla.… will be the second of two spring training matchups between the two teams in 2017… will play 27 Austin Romine . C 35 total spring games, all but one against MLB opposition (10-4 win vs. Team Canada on 3/8)… are slated for 17 home 28 Joe Girardi . MANAGER games… will play six night games, including fi ve at home (left to play: 3/28 vs. Detroit) and one on the road (3/31 at Atlanta 29 Tyler Clippard^ . .RHP at SunTrust Park)… each of the Yankees’ home night games will start at 6:35 p.m.… marks the Yankees’ 22nd consecutive 30 Rubén Tejada* . .INF season at Steinbrenner Field (1996-2017), formerly Legends Field. 31 Aaron Hicks . OF The Yankees’ 18 spring wins match their highest total since 2010 (18-12-3 in 2012)…their highest win total over the 33 Greg Bird . -
2018 Topps Series 1 Checklist Finala
2018 TOPPS BASEBALL SERIES 1 BASE CARDS A.J. Pollock Arizona Diamondbacks® A.J. Ramos New York Mets® Aaron Judge New York Yankees® Aaron Judge New York Yankees® League Leaders Aaron Judge New York Yankees® League Leaders Aaron Nola Philadelphia Phillies® Aaron Sanchez Toronto Blue Jays® Aaron Slegers Minnesota Twins® Rookie Adam Jones Baltimore Orioles® Adam Wainwright St. Louis Cardinals® Adeiny Hechavarria Tampa Bay Rays™ Adrian Beltre Texas Rangers® Aledmys Diaz St. Louis Cardinals® Alex Avila Chicago Cubs® Alex Bregman Houston Astros® Alex Bregman Houston Astros® World Series Highlights Alex Colome Tampa Bay Rays™ Alex Verdugo Los Angeles Dodgers® Rookie Alex Wood Los Angeles Dodgers® Amed Rosario New York Mets® Rookie American League™ American League™ Combo Cards Amir Garrett Cincinnati Reds® Andrelton Simmons Angels® Andrew Cashner Texas Rangers® Andrew McCutchen Pittsburgh Pirates® Andrew Miller Cleveland Indians® Andrew Stevenson Washington Nationals® Rookie Anthony Banda Arizona Diamondbacks® Rookie Anthony Rendon Washington Nationals® Anthony Rizzo Chicago Cubs® Antonio Senzatela Colorado Rockies™ Ariel Miranda Seattle Mariners™ Austin Hays Baltimore Orioles® Rookie Avisail Garcia Chicago White Sox® Avisail Garcia Chicago White Sox® League Leaders Billy Hamilton Cincinnati Reds® Boston Red Sox® Boston Red Sox® Combo Cards Brad Hand San Diego Padres™ Brandon Belt San Francisco Giants® Brandon Drury Arizona Diamondbacks® Brandon Finnegan Cincinnati Reds® Brandon McCarthy Los Angeles Dodgers® Brandon Phillips Angels® Brandon Woodruff -
Official Game Information
Official Game Information Yankee Stadium • One East 161st Street • Bronx, NY 10451 Phone: (718) 579-4460 • E-mail: [email protected] • Twitter: @yankeespr & @losyankeespr World Series Champions: 1923, ’27-28, ’32, ’36-39, ’41, ’43, ’47, ’49-53, ’56, ’58, ’61-62, ’77-78, ’96, ’98-2000, ’09 YANKEES BY THE NUMBERS NOTE 2014 (2013) New York Yankees (58-53) vs. DETROIT TIGERS (61-48) Standing in AL East: ..............3rd, -5.0 Current Streak: .....................Won 3 RHP Hiroki Kuroda (7-7, 3.98) vs. LHP David Price (11-8, 3.11 w/ TB) Home Record: .............26-26 (46-35) Road Record:. 32-27 (44-37) Tuesday, August 5, 2014 • Yankee Stadium • 7:05 P.M. ET Day Record: ................22-14 (32-24) Night Record: ..............36-39 (53-53) Game #112 • Home Game #53 • TV: YES/MLBN • Radio: WFAN 660AM/101.9FM Pre-All-Star .................47-47 (51-44) Post-All-Star ..................11-6 (34-33) AT A GLANCE: Tonight the Yankees play the second game of 30 FOR 30: Should RHP Hiroki Kuroda earn a win tonight vs. AL East: ................. 21-23 (37-39) vs. AL Central: ............... 10-9 (22-11) a four-game series vs. Detroit… is also the second game of a over Detroit, he will become the 14th pitcher in MLB history to vs. AL West: ................ 14-14 (17-16) seven-game homestand (are 1-0 thus far) that includes three have earned a win over all 30 current teams in the Majors… the vs. National League: ..........13-7 (9-11) games vs. Cleveland from Friday-Sunday… on Sunday, the 13 who have accomplished the feat are Al Leiter, Kevin Brown, vs. -
Improving the FIP Model
Project Number: MQP-SDO-204 Improving the FIP Model A Major Qualifying Project Report Submitted to The Faculty of Worcester Polytechnic Institute In partial fulfillment of the requirements for the Degree of Bachelor of Science by Joseph Flanagan April 2014 Approved: Professor Sarah Olson Abstract The goal of this project is to improve the Fielding Independent Pitching (FIP) model for evaluating Major League Baseball starting pitchers. FIP attempts to separate a pitcher's controllable performance from random variation and the performance of his defense. Data from the 2002-2013 seasons will be analyzed and the results will be incorporated into a new metric. The new proposed model will be called jFIP. jFIP adds popups and hit by pitch to the fielding independent stats and also includes adjustments for a pitcher's defense and his efficiency in completing innings. Initial results suggest that the new metric is better than FIP at predicting pitcher ERA. Executive Summary Fielding Independent Pitching (FIP) is a metric created to measure pitcher performance. FIP can trace its roots back to research done by Voros McCracken in pursuit of winning his fantasy baseball league. McCracken discovered that there was little difference in the abilities of pitchers to prevent balls in play from becoming hits. Since individual pitchers can have greatly varying levels of effectiveness, this led him to wonder what pitchers did have control over. He found three that stood apart from the rest: strikeouts, walks, and home runs. Because these events involve only the batter and the pitcher, they are referred to as “fielding independent." FIP takes only strikeouts, walks, home runs, and innings pitched as inputs and it is scaled to earned run average (ERA) to allow for easier and more useful comparisons, as ERA has traditionally been one of the most important statistics for evaluating pitchers. -
2009 Stanford Baseball Baseball Contact: Matt Hodson Email: [email protected] • Office Phone: (650) 725-2959 • Cell Phone: (650) 704-2242
2009 STANFORD BASEBALL Baseball Contact: Matt Hodson Email: [email protected] • Office Phone: (650) 725-2959 • Cell Phone: (650) 704-2242 2009 Stanford Regular Season Schedule STANFORD CARDINAL (13-13) vs. CALIFORNIA GOLDEN BEARS (15-17) Monday, April 13 • 5:00 p.m. • Klein Field at Sunken Diamond (Stanford, CA) Date Opponent Time/Result LHP Scott Snodgress (0-2, 6.60) vs. RHP Kevin Miller (1-2, 4.18) 2/20 Vanderbilt W, 6-5 (10) 2/21 Vanderbilt (Gm. 1) L, 9-12 Vanderbilt (Gm. 2) W, 6-5 2/22 UC Riverside Rained Out 2/25 Saint Mary’s L, 3-5 STANFORD CARDINAL (13-13) at SANTA CLARA BRONCOS (13-17) 2/27 at No. 7 Cal State Fullerton L, 1-8 Wednesday, April 15 • 6:00 p.m. • Schott Stadium (Santa Clara, CA) 2/28 at No. 7 Cal State Fullerton L, 2-3 Both clubs are undecided 3/1 at No. 7 Cal State Fullerton L, 3-9 3/5 Saint Mary’s L, 5-6 All times Pacific; every game is broadcast on KZSU (90.1 FM) and gostanford.com 3/6 No. 2 Texas^ L, 2-6 3/7 No. 2 Texas W, 7-1 Stanford Reaches Halfway Point of Regular Season With Two Midweek Games 3/8 No. 2 Texas L, 1-5 Winners of four of its past five games, seven of its past nine contests and nine of its past 12 out- 3/21 at California* L, 6-7 ings, the Stanford Cardinal (13-13) will reach the halfway point of its 2009 regular season with a pair 3/22 at California* W, 6-5 (12) 3/23 at California* L, 4-11 of midweek games. -
Determining the Value of a Baseball Player
the Valu a Samuel Kaufman and Matthew Tennenhouse Samuel Kaufman Matthew Tennenhouse lllinois Mathematics and Science Academy: lllinois Mathematics and Science Academy: Junior (11) Junior (11) 61112012 Samuel Kaufman and Matthew Tennenhouse June 1,2012 Baseball is a game of numbers, and there are many factors that impact how much an individual player contributes to his team's success. Using various statistical databases such as Lahman's Baseball Database (Lahman, 2011) and FanGraphs' publicly available resources, we compiled data and manipulated it to form an overall formula to determine the value of a player for his individual team. To analyze the data, we researched formulas to determine an individual player's hitting, fielding, and pitching production during games. We examined statistics such as hits, walks, and innings played to establish how many runs each player added to their teams' total runs scored, and then used that value to figure how they performed relative to other players. Using these values, we utilized the Pythagorean Expected Wins formula to calculate a coefficient reflecting the number of runs each team in the Major Leagues scored per win. Using our statistic, baseball teams would be able to compare the impact of their players on the team when evaluating talent and determining salary. Our investigation's original focusing question was "How much is an individual player worth to his team?" Over the course of the year, we modified our focusing question to: "What impact does each individual player have on his team's performance over the course of a season?" Though both ask very similar questions, there are significant differences between them. -
Cincinnati Reds'
CCiinncciinnnnaattii RReeddss MMeeddiiaa CClliippss AAuugguusstt 11sstt,, 22001166 Cincinnati Reds Press Clippings August 1, 2016 THIS DAY IN REDS HISTORY 1981-Post-strike, the Reds begin a six-day conditioning session at the University of Michigan. MLB.COM First start back from surgery a win for Bailey By Mark Sheldon / MLB.com | @m_sheldon | July 31st, 2016 SAN DIEGO - Homer Bailey isn't the sentimental type, which didn't change during Sunday's long-awaited 2016 debut. But the Reds veteran starting pitcher certainly appreciated what it meant to return from Tommy John surgery on his elbow and 15 months of rehabilitation. Bailey earned the win with his solid performance in Cincinnati's 3-2 victory over the Padres. He threw 5 2/3 innings, allowing two earned runs, four hits, three walks and had six strikeouts while throwing 89 pitches. "It was great to be back out with your teammates when you've been watching them for about a year-and-a-half and wanting to be out there. To see those guys, I know how they've always had my back," Bailey said after his first big league start since April 23, 2015. Bailey's first inning wasn't a clean one with three hits, but none were very hard contact - two groundballs and a soft liner. Following Jabari Blash's two-out single in the first, Bailey essentially had his way with San Diego while retiring the next 14 batters in a row. "For the next four innings, he was really locked in," Reds manager Bryan Price said. That included a nine-pitch third inning and striking out the side in the fourth. -
Season in Review
2015 MINOR LEAGUE Season in Review EDWIN DIAZ JABARI BLASH PAUL FRY DREW JACKSON STARTING PITCHER OF THE YEAR HEART AND SOUL AWARD RELIEF PITCHER OF THE YEAR NORTHWEST LEAGUE PLAYER OF THE YEAR TYLER O’NEILL JESÚS MONTERO CO-PLAYER OF THE YEAR CO-PLAYER OF THE YEAR 2015 SEATTLE MARINERS MINOR LEAGUE REVIEW AFFILIATES UPDATE: The Mariners 8 minor league affiliates wrapped up the 2015 season On the Farm: combining for a 392-444 (.469) record. The organization had 4 teams finish the season .500 Tacoma (AAA) ............................. 68-76 or better, but the Everett AquaSox and the Arizona League Mariners were the only Mariners Jackson (AA) ............................... 53-84 minor league team to qualify for the post-season. The AquaSox fell to Tri-City in the first Bakersfield (High-A) .................... 61-79 round of the playoffs, while the AZL Mariners lost in the Arizona League Championship game. Clinton (A) ................................... 46-93 Everett (short-season A) .............. 42-34 YOUTH MOVEMENT: The Mariners had 8 minor league players make their Major League AZL Mariners (rookie) .................. 31-25 debut this season, 5 were homegrown players: C Steven Baron, RH Mayckol Guaipe, C DSL Mariners 1 ........................... 45-27 John Hicks, SS Ketel Marte and LH Tyler Olson. LH Mike Montgomery, LH David Rollins DSL Mariners 2 ........................... 46-26 and LH Tony Zych also made their Major League debut for the Mariners this season. Totals 392-444 (.469) MARINERS MILB AWARDS: INF/DH Jesus Montero (Tacoma/Seattle) and OF Tyler O’Neill Baseball America (Bakersfield) were named Co-Players of the Year, right-hander pitcher Edwin Diaz League Top Prospects (Bakersfield/Jackson) was named the Starting Pitcher of the Year and left-handed pitcher Paul Fry (Bakersfield/Jackson) was named Relief Pitcher of the Year. -
Padres Press Clips Friday, March 18, 2016
Padres Press Clips Friday, March 18, 2016 Article Source Author Page Blash’s blasts, Weddle’s barbs fuel sports week UT San Diego Miller 2 Cashner allows first runs this spring UT San Diego Lin 5 Thornton on LaRoche, kinds in the clubhouse UT San Diego Lin 7 Padres sign Mike Olt to minor league deal UT San Diego Lin 10 Projecting the Padres’ 25-man roster UT San Diego Sanders 13 Roster rankings: No. 11 Yangervis Solarte UT San Diego Sanders 16 Jay, Kemp homer as defense hurts Cashner MLB.com Cassavell 17 Padres intrigued by potential of basher Blash MLB.com Cassavell 19 Padres sign Olt to Minor League deal MLB.com Cassavell 21 Padres sign 3rd baseman Olt to minor league contract Associated Press AP 22 Matt Kemp homers off Jake Peavy as Padres fall to Giants 8-4 Associated Press AP 23 1 Blash's blasts, Weddle's barbs fuel sports week Miller's lap through sports worlds hits Padres, Chargers, Aztecs — and the best player in college basketball By Bryce Miller | 6 a.m. March 18, 2016 A little bit about a lot … There’s no doubt Padres manager Andy Green perked up when JabariBlash hit another spring training homer. Blash is the most intriguing, high-ceiling guys among the team’s group of affordable Rule 5 pickups. When you see Blash in person, you understand why. He’s still learning how to protect a big strike zone. The man who hit 14 homers last August alone, though, gives you a chance to put a run on the board every time he digs in.