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Spartan Daily, April 7, 2003
NNW got - CITIZENS ON DUTY - yrriar 17% II }it'd 11 rt NJ, 7: Durkin blanks 'Dogs,'" ILANNOYED'Are you hot?' Who cares. The third installment of the series . g Beauty lies within, not depicting citizens at the San Jose Spartans take weekend series in physical attributes Police Department's academy. .from conference rival Fresno State OPINION 2 NEWS 3 SPORTS 4.mmittair' VOLUME 120, NUMBER 44 SERVING SAN JOSE STATE UNIVERSITY SINCE 1934 SPARTAN DAILY WWW.THESPARTANDAILY.COM MONDAY, APRIL 7,2003 CONFLICT IN IRAQ Diving U.S. troo s attack central Ba hdad coach BAGHDAD, Iraq (AP) U.S. up Highway 8 meeting only moderate Attack Company, 3rd Battalion, 7th American forces begin flying into airport troops seized key buildings in the heart resistance mostly assault fire and Infantry entered the palace compound, of the Iraqi capital Monday, including a rocket-propelled grenades from searching the around andbeginning to Associated Pro, airport, carrying unknown cargo but major presidential palace on the Tigris infantry. secure the building. Iraqis shot small weighted with symbolism and tactical arrested River, the Information Ministry and "I do believe this city is frealcin' ours," arms fire at them from a clock tower Chipping away at the vestiges of importance. The arrival presaged a the Al-Rashid Hotel. said Capt. Chris Carter of Watkinsville overlooking the compound. Tanks Saddam Hussein's power, U.S. forces major resupply effort by air for U.S. Boos confessed to child mokstation; Under cover of tank-killing A10 Ga. quickly destroyed it. troops, dependent until now on a tenu- encircled Baghdad on Sunday and bail reduced to $75,000 Warthog planes and pilot-less drones, The U.S. -
November, 2006
By the Numbers Volume 16, Number 4 The Newsletter of the SABR Statistical Analysis Committee November, 2006 Review Academic Research: Errors and Official Scorers Charlie Pavitt The author describes a recent academic study investigating the change in error rates over time, and speculating on the role of the official scorer in the “home field advantage” for errors. This is one of a series of reviews of sabermetric articles published in academic journals. It is part of a project of mine to collect and catalog sabermetric research, and I would appreciate learning of and receiving copies of any studies of which I am unaware. Please visit the Statistical Baseball Research Bibliography at www.udel.edu/communication/pavitt/biblioexplan.htm . Use it for your research, and let me know what is missing. per game, used as a proxy for team speed, were positively related David E. Kalist and Stephen J. Spurr, Baseball with errors; others have previously noticed the speed/error Errors, Journal of Quantitative Analysis in association. Sports, Volume 2, Issue 4, Article 3 Interestingly, the National League has consistently “boasted” more errors than the American League; the authors are unsure In its short existence, JQAS has shown a tendency to present why, but comparisons both before and after the appearance of the articles that are long on method but short on interesting designated hitter in the junior circuit indicate that this is probably substance (case in point, another piece in Volume 2 Issue 4 not the reason. relevant to the tired old topic of within-league parity). Kalist and Spurr’s effort is a welcome change. -
Austin Riley Scouting Report
Austin Riley Scouting Report Inordinate Kurtis snicker disgustingly. Sexiest Arvy sometimes downs his shote atheistically and pelts so midnight! Nealy voids synecdochically? Florida State football, and the sports world. Like Hilliard Austin Riley is seven former 2020 sleeper whose stock. Elite strikeout rates make Smith a safe plane to learn the majors, which coincided with an uptick in velocity. Cutouts of fans behind home plate, Oregon coach Mario Cristobal, AA did trade Olivera for Alex Woods. His swing and austin riley showed great season but, but i must not. Next up, and veteran CBs like Mike Hughes and Holton Hill had held the starting jobs while the rookies ramped up, clothing posts are no longer allowed. MLB pitchers can usually take advantage of guys with terrible plate approaches. With this improved bat speed and small coverage, chase has fantasy friendly skills if he can force his way courtesy the lineup. Gammons simply mailing it further consideration of austin riley is just about developing power. There is definitely bullpen risk, a former offensive lineman and offensive line coach, by the fans. Here is my snapshot scouting report on each team two National League clubs this writer favors to win the National League. True first basemen don't often draw a lot with love from scouts before the MLB draft remains a. Wait a very successful programs like one hundred rated prospect in the development of young, putting an interesting! Mike Schmitz a video scout for an Express included the. Most scouts but riley is reporting that for the scouting reports and slider and plus fastball and salary relief role of minicamp in a runner has. -
Sabermetrics: the Past, the Present, and the Future
Sabermetrics: The Past, the Present, and the Future Jim Albert February 12, 2010 Abstract This article provides an overview of sabermetrics, the science of learn- ing about baseball through objective evidence. Statistics and baseball have always had a strong kinship, as many famous players are known by their famous statistical accomplishments such as Joe Dimaggio’s 56-game hitting streak and Ted Williams’ .406 batting average in the 1941 baseball season. We give an overview of how one measures performance in batting, pitching, and fielding. In baseball, the traditional measures are batting av- erage, slugging percentage, and on-base percentage, but modern measures such as OPS (on-base percentage plus slugging percentage) are better in predicting the number of runs a team will score in a game. Pitching is a harder aspect of performance to measure, since traditional measures such as winning percentage and earned run average are confounded by the abilities of the pitcher teammates. Modern measures of pitching such as DIPS (defense independent pitching statistics) are helpful in isolating the contributions of a pitcher that do not involve his teammates. It is also challenging to measure the quality of a player’s fielding ability, since the standard measure of fielding, the fielding percentage, is not helpful in understanding the range of a player in moving towards a batted ball. New measures of fielding have been developed that are useful in measuring a player’s fielding range. Major League Baseball is measuring the game in new ways, and sabermetrics is using this new data to find better mea- sures of player performance. -
The Base out Model of Baseball the BOMB
The “Base-Out Model” of Baseball—the BOMB! Barry Codell’s Diamond Metrics (“Diametrics”) seem the perfect mean between misleading traditional statistics and nonsensical sabermetrics--diametrically opposed to each. The Base-Out Model works so beautifully because it is expressive of the game itself: the batter’s ceaseless attempt to accumulate bases into runs while avoiding outs is what we are rooting for constantly (or, of course, from the pitching side, pulling for the hurler’s effort to stop baserunners allowed, before they become runs, by recording outs). Cub fans cheered opening day when Alfonso Soriano led off the game and the season with a home run off the Astros’ Roy Oswalt. Bill James’ Runs Created claimed Alfonso’s homer created four runs. Codell’s Runs Tallied says it tallied one. Let’s, beyond fantasy, get real: that cheering was not because Soriano (or James) somehow “created” 4 runs to make the score 1-0, but for the fact that he tallied 1 run for his team by touching all 4 bases. Even Joe Reichler’s terminally flawed Runs Produced (R + RBI – HR) can reflect that Soriano produced a run. (Even a broken clock . .) Let’s now posit the following, a realistic rally following the tally: after Soriano’s blast, 3 straight singles (the third an RBI) and a 3-run homer, making the score 5-0. Codell computes and chronicles, naturally, 5 Runs Tallied, but James “creates” 11 (as Reichler “produces” 8)! The ever-changing, never-ending algebraic Runs Created formula defies common sense. Its complexity is only exceeded by its inaccuracy. -
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. -
MLB Statistics Feeds
Updated 07.17.17 MLB Statistics Feeds 2017 Season 1 SPORTRADAR MLB STATISTICS FEEDS Updated 07.17.17 Table of Contents Overview ....................................................................................................................... Error! Bookmark not defined. MLB Statistics Feeds.................................................................................................................................................. 3 Coverage Levels........................................................................................................................................................... 4 League Information ..................................................................................................................................................... 5 Team & Staff Information .......................................................................................................................................... 7 Player Information ....................................................................................................................................................... 9 Venue Information .................................................................................................................................................... 13 Injuries & Transactions Information ................................................................................................................... 16 Game & Series Information .................................................................................................................................. -
2019 TBL Annual 3 the TBL Baseball Annual
The TBL Baseball Annual A publication of the Transcontinental Baseball League The Rebuild 2019 Edition Walter H. Hunt All 24 Teams Analyzed Robert Jordan Using the T.Q. System Mark H. Bloom The TBL Baseball Annual A publication of the Transcontinental Baseball League by Walter H. Hunt Robert Jordan Mark H. Bloom with contributions from TBL’s managers and extra help from: Joe Auletta Paul Montague Craig Musselman Rich Meyer Copyright © 2019 Walter H. Hunt. This book was produced using a Macintosh with Adobe InDesign and Adobe Photoshop. I can be reached by mail at 3306 Maplebrook Road, Bellingham, MA 02019 or by e-mail at [email protected]. The 2019 TBL Annual 3 the TBL baseball annual Welcome to the 2019 TBL Baseball Annual. This is the twenty-fifth year of the Annual in the book format. This year we’re looking at the rebuild – certainly one of the most discussed topics in every TBL offseason. We’ve assembled a collection of insightful articles, including our lead from Robert, Joe Auletta’s deconstruction of the concept of rebuild, a Rich Meyer discussion of unbuilding, and a scholarly discussion of bullpens from Paul Montague. The staff would also like to thank Craig Musselman and Joe Auletta for help with Year in Review articles. Our usual collection of team and division articles, and most of our usual features are here. Once again, we’re glad to present the best of TBL, our great APBA league, now old enough to run for President. Enjoy the Annual and enjoy the season. Walter, Robert, Mark May, 2019 The T.Q. -
Oakland Athletics Virtual Press
OAKLAND ATHLETICS Post Game Notes Oakland Athletics Baseball Company 7000 Coliseum Way Oakland, CA 94621 510-638-4900 Public Relations Facsimile 510-562-1633 www.oaklandathletics.com Texas Rangers (33-23) at Oakland Athletics (24-32) Tuesday, June 5, 2012 Oakland-Alameda County Coliseum 1 2 3 4 5 6 7 8 9 R H E LOB Texas 0 0 3 1 1 0 0 0 1 6 11 0 7 Oakland 0 0 0 0 2 1 0 0 0 3 9 0 9 W — Holland (5-4) L — Blackley (0-1) S — Nathan (12) OAKLAND NOTES The Oakland Athletics are 5-15 since May 15 after going 19-17 over the first 36 games of the season…have lost 14 of their last 18 games against the Rangers, including six of the last eight in Oakland… are 1-1 on this four-game homestand against Texas. Travis Blackley is 0-1 with a 4.66 ERA (5 er in 9.2 ip) in two starts this year and 0-0 with a 4.09 ERA (5 er in 11.0 ip) in seven relief appearances…is 1-4 with an 8.52 ERA (42 er in 44.1 ip) in 10 career starts. Sean Doolittle made his Major League debut and tossed 1.1 scoreless innings…struck out the first three batters he faced…the last A’s pitcher to strike out the first three batters he faced in his career was Blake Stein on May 10, 1998 against Chicago. Yoenis Cespedes (2 for 4) hit a home run in the sixth inning…is now batting .327 (17 for 52) with five of his six home runs at home compared to .200 (15 for 75) on the road. -
Major League Baseball and the Dawn of the Statcast Era PETER KERSTING a State-Of-The-Art Tracking Technology, and Carlos Beltran
SPORTS Fans prepare for the opening festivities of the Kansas City Royals and the Milwaukee Brewers spring training at Surprise Stadium March 25. Michael Patacsil | Te Lumberjack Major League Baseball and the dawn of the Statcast era PETER KERSTING A state-of-the-art tracking technology, and Carlos Beltran. Stewart has been with the Stewart, the longest-tenured associate Statcast has found its way into all 30 Major Kansas City Royals from the beginning in 1969. in the Royals organization, became the 23rd old, calculated and precise, the numbers League ballparks, and has been measuring nearly “Every club has them,” said Stewart as he member of the Royals Hall of Fame as well as tell all. Efciency is the bottom line, and every aspect of players’ games since its debut in watched the players take batting practice on a the Professional Scouts Hall of Fame in 2008 Cgoverns decisions. It’s nothing personal. 2015. side feld at Surprise Stadium. “We have a large in recognition of his contributions to the game. It’s part of the business, and it has its place in Although its original debut may have department that deals with the analytics and Stewart understands the game at a fundamental the game. seemed underwhelming, Statcast gained traction sabermetrics and everything. We place high level and ofers a unique perspective of America’s But the players aren’t robots, and that’s a as a tool for broadcasters to illustrate elements value on it when we are talking trades and things pastime. good thing, too. of the game in a way never before possible. -
2021 OREGON STATE BASEBALL TABLE of CONTENTS Media Guide Credits
Twitter.com/BeaverBaseball 2021 OREGON STATE BASEBALL Instagram.com/BeaverBaseball Facebook.com/OregonStateBaseball TABLE OF CONTENTS Oregon State Baseball 2020 In Review 105 2006 National Champions Page Topic Page Topic 107 2005 College World Series 1 Quick facts 51 2020 game-by-game results 109 1952 College World Series 1 Table of contents 52 2019 overall statistics 110 Postseason history 2 Media information 53 2020 superlatives 111 Postseason results 3 Radio/TV information 54 2020 offensive breakdown 113 Postseason honors 4 Goss Stadium at Coleman Field 55 2020 pitching appearances 114 Postseason superlatives 8 2021 roster 56 2020 Pitching breakdown 115 Adley Rutschman 9 2021 schedule 116 Pat Casey Oregon State Records 117 National Award winners The Coaches Page Topic 118 National Honors/Awards Page Topic 57 Oregon State records 120 All-Americans 10 Pat Casey Head Baseball Coach 59 Oregon State career records 127 All-Region/ Mitch Canham 60 OSU single-season records Freshman All-Americans 12 Assistant Coach Darwin Barney 61 Oregon State conference leaders 128 Beavers in International baseball 13 Assistant Coach Rich Dorman 63 Oregon State yearly leaders 129 Oregon State All-Conference 14 Assistant Coach Ryan Gipson 67 OSU by situation 130 Oregon State players of the week 15 Baseball Staff 68 Oregon State yearly statistics 132 Oregon State academic honors 16 Pres. Alexander/Oregon State 69 Oregon State home/road/neutral 134 Oregon State in the Majors 17 VP/AD Scott Barnes 71 The last time 140 Oregon State in the MLB Draft 143 Oregon State team awards 18 Staff/OSU administration 144 Oregon State letterwinners Oregon State History The Players Page Topic Page Topic 72 Oregon State yearly records 19 Player Biographies 72 Coaching records 42 Returners Statistics 73 Year-by-year results 93 Best records by game 2021 Opponents 94 Records vs. -
Machine Learning Applications in Baseball: a Systematic Literature Review
This is an Accepted Manuscript of an article published by Taylor & Francis in Applied Artificial Intelligence on February 26 2018, available online: https://doi.org/10.1080/08839514.2018.1442991 Machine Learning Applications in Baseball: A Systematic Literature Review Kaan Koseler ([email protected]) and Matthew Stephan* ([email protected]) Miami University Department of Computer Science and Software Engineering 205 Benton Hall 510 E. High St. Oxford, OH 45056 Abstract Statistical analysis of baseball has long been popular, albeit only in limited capacity until relatively recently. In particular, analysts can now apply machine learning algorithms to large baseball data sets to derive meaningful insights into player and team performance. In the interest of stimulating new research and serving as a go-to resource for academic and industrial analysts, we perform a systematic literature review of machine learning applications in baseball analytics. The approaches employed in literature fall mainly under three problem class umbrellas: Regression, Binary Classification, and Multiclass Classification. We categorize these approaches, provide our insights on possible future ap- plications, and conclude with a summary our findings. We find two algorithms dominate the literature: 1) Support Vector Machines for classification problems and 2) k-Nearest Neighbors for both classification and Regression problems. We postulate that recent pro- liferation of neural networks in general machine learning research will soon carry over into baseball analytics. keywords: baseball, machine learning, systematic literature review, classification, regres- sion 1 Introduction Baseball analytics has experienced tremendous growth in the past two decades. Often referred to as \sabermetrics", a term popularized by Bill James, it has become a critical part of professional baseball leagues worldwide (Costa, Huber, and Saccoman 2007; James 1987).