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Modeling the Probability of a Batter/Pitcher Matchup Event: a Bayesian Approach
RESEARCH ARTICLE Modeling the probability of a batter/pitcher matchup event: A Bayesian approach Woojin Doo, Heeyoung KimID* Department of Industrial and Systems Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea * [email protected] Abstract We develop a Bayesian hierarchical log5 model to predict the probability of a particular bat- a1111111111 a1111111111 ter/pitcher matchup event in baseball by extending the log5 model which is widely used for a1111111111 describing matchup events. The log5 model is simple and intuitive with fixed coefficients but a1111111111 less flexible than the generalized log5 model that allows the estimation of coefficients using a1111111111 data. Meanwhile, although the generalized log5 model is more flexible, the estimation of coefficients often suffers from a lack of data as a large sample of previous outcomes for a particular batter/pitcher matchup is rarely available in practice. The proposed Bayesian hier- archical log5 model retains the advantages of both models while complementing their disad- OPEN ACCESS vantages by estimating the unknown coefficients as in the generalized log5 model, but by Citation: Doo W, Kim H (2018) Modeling the using the fixed coefficients of the standard log5 model as prior knowledge. By combining the probability of a batter/pitcher matchup event: A ideas of the two previous models, the proposed model can estimate the probability of a par- Bayesian approach. PLoS ONE 13(10): e0204874. ticular matchup event using a small amount of historical data of the players. Furthermore, https://doi.org/10.1371/journal.pone.0204874 we show that the Bayesian hierarchical log5 model achieves better predictive performance Editor: Yong Deng, Southwest University, CHINA than the standard log5 model and the generalized log5 model using a real data example. -
The Identification of Collective Bargaining Issues for the Korea Baseball Organization Jongmi Joo
Florida State University Libraries Electronic Theses, Treatises and Dissertations The Graduate School 2003 The Identification of Collective Bargaining Issues for the Korea Baseball Organization Jongmi Joo Follow this and additional works at the FSU Digital Library. For more information, please contact [email protected] THE FLORIDA STATE UNIVERSITY COLLEGE OF EDUCATION THE IDENTIFICATION OF COLLECTIVE BARGAINING ISSUES FOR THE KOREA BASEBALL ORGANIZATION By JONGMI JOO A Dissertation submitted to the Department of Sport Management, Recreation Management, and Physical Education in partial fulfillment of the requirements for the degree of Doctor of Philosophy Degree Awarded: Fall Semester, 2003 The members of the Committee approved the dissertation of Jongmi Joo defended on August 25, 2003. Annie Clement Professor Directing Dissertation David Pargman Outside Committee Member Alvin Stauber Outside Committee Member Tom Ratliffe Committee Member Approved: Charles Imwold, Chair, Department of Sport Management, Recreation Management, and Physical Education The Office of Graduate Studies has verified and approved the above named committee members. ii Dedicated to my father, Cheongon Joo, mother, Seonggu Lee, father in law, Dr. Donghee Choi, and mother in law, Yongjae Kim iii ACKNOWLEDGMENTS This dissertation might never be completed without the help of a number of individuals. I would like to thank Dr. Annie Clement, major professor, whose leadership, understanding, guidance, patience, and friendship have been a constant source of encouragement and motivation. I offer my sincere thanks to the other members of my committee, Dr. David Pargman, Dr. Alvin Stauber, and Dr. Tom Ratliffe for their excellent suggestions, which were instrumental in the completion of this study. I feel truly blessed to have had such a wonderful committee members. -
Download Pro Baseball 1996-1997, , Chalkboard Press, 1997
Pro Baseball 1996-1997, , Chalkboard Press, 1997, 0965606961, 9780965606967, . , , , , . Player head shots courtesy of David Davis. Many thanks to him. We have only selected seasons (players who debuted before 1960) for which we believe the image has reverted into the public domain. We will quickly remove any images for which that can be shown to not be the case.Please let us know if you are aware of any such images on this site. In 1985, the Sammi Superstars became known as the Cheongbo Pintos. The next year, 1986, saw some major changes, with the OB Bears moving from Daejeon to share the Seoul's Jamsil Baseball Stadium with MBC Chungyong in Seoul. A new franchise, the Binggrae Eagles, joined to replace vacancy of Daejeon by OB's moving and expanding the league to seven franchises. 1988 saw the Cheongbo Pintos change ownership again, becoming the Pacific Dolphins. In 1990, MBC Chungyong became the LG Twins and an eighth franchise was added, the Ssangbangwool Raiders who represented the Jeollabuk-do region. There was little change in the 90's except for a few major sponsors: 1993 saw the Binggrae Eagles become the Hanwha Eagles, in 1995 the Pacific Dolphins became the Hyundai Unicorns and the OB Bears in 1999 became the Doosan Bears. Bigger changes were affected in 2000 when the Hyundai Unicorns moved from Incheon to Suwon, and a new franchise, the SK Wyverns took their place in Incheon. The Ssangbangwool Raiders became defunct. In 2001, the Haitai Tigers became the Kia Tigers. In 2008, the Hyundai Unicorns franchise was sold, renamed the Woori Heroes and moved to Mok-dong in Seoul, after a disappointing season in 2007 both on and off the field. -
Annual Reporting Period
DOOSAN HEAVY INDUSTRIES & CONSTRUCTION CO., LTD. AND SUBSIDIARIES Consolidated Financial Statements December 31, 2020 and 2019 (With Independent Auditors’ Report Thereon) Contents Page Independent Auditors’ Report 1 Consolidated Financial Statements Consolidated Statements of Financial Position 7 Consolidated Statements of Loss 9 Consolidated Statements of Comprehensive Loss 10 Consolidated Statements of Changes in Equity 11 Consolidated Statements of Cash Flows 13 Notes to the Consolidated Financial Statements 15 152, Teheran-ro, Gangnam-gu, Seoul 06236 (Yeoksam-dong, Gangnam Finance Center 27th Floor) Republic of Korea Independent Auditors’ Report Based on a report originally issued in Korean To the Shareholders and Board of Directors of Doosan Heavy Industries & Construction Co., Ltd.: Opinion We have audited the consolidated financial statements of Doosan Heavy Industries & Construction Co., Ltd. and its subsidiaries (“the Group”), which comprise the consolidated statements of financial position as of December 31, 2020 and 2019, the consolidated statements of loss and other comprehensive loss, changes in equity and cash flows for the years then ended, and notes, comprising significant accounting policies and other explanatory information. In our opinion, the accompanying consolidated financial statements present fairly, in all material respects, the consolidated financial position of the Group as of December 31, 2020 and 2019, and its consolidated financial performance and its consolidated cash flows for the years then ended in accordance with Korean International Financial Reporting Standards (“K-IFRS”). Basis for Opinion We conducted our audits in accordance with Korean Standards on Auditing (“KSAs”). Our responsibilities under those standards are further described in the Auditors’ Responsibilities for the Audit of the Consolidated Financial Statements section of our report. -
February 2019
For The Technical And Production Professionals in Asia FEBRUARY 2019 Protec Reflects on 2018 and Expectations in 2019 Chameleon Welcome The New Year With Stagesmarts SNAPSHOT: Ron Schilling at the Guns N’ Roses Concert ALEX SCHLOESSER What is More Important - Gear or Ear? www.e-techasia.com WE LISTENED, NOW IT'S YOUR TURN Compatible Rigging System with all VTX-A Series Products New JBL Transducers for Best Sound Quality and Output Multiple Horizontal Coverage Options (90°|110°|120°) Best-in-Class Rigging System for Fast and Safe Deployment Compact, Truck-Friendly Dimensions Full-Range of Innovative Accessories Complete Solution Including Software and Amplification Small-Format Application Subwoofer Improved Linearity and Wider Dynamic Range Full Series Compatible Rigging (8” and 12” arrays) Reduced System Amplifier Requirements Learn more now at JBLpro.com. A12 A12 W A8 B18 NEW NEW For Product demos and enquiries write to us at [email protected] or contact your authorized country partner CONTENTS 3 February 2019 39 49 IN THIS ISSUE VOL 20 ISSUE 2 FEBRUARY 2019 04 FIRST WORDS 06 NEWS ALEX COLUMN 28 VIDEO FILES 44 What is More Important - Gear or Ear? LIVE 30 ENNOVATIONS 45 CHINA: HARMAN Professional Solutions at Traditional Chinese Theatre EXHIBITION PREVIEW 46 AUSTRALIA: Chameleon Welcome the New Year with StageSmarts 38 Prolight + Sound Guangzhou 2019 to Inculcate Full Solutions for the Entertainment Industry 48 CHINA: Jason Zhang Delivers Exceptional Performance 49 THAILAND: Cameo Fixtures Light Up Little Nemo in SNAPSHOT Slumberland Performance 39 Ron Schilling at the Guns N’ Roses Concert 50 ABU DHABI: Golden Disc Awards Celebrate K-Pop with Nexo SPOTLIGHT 51 EVENTS CALENDAR 40 Protec Reflects on 2018 and Gives Us an Insight Into What to Expect in 2019 56 MARKET PLACE ENTERTAINMENT TECHNOLOGY ASIA | www.e-techasia.com FIRST WORDS 4 RamFebruary Bhavanashi 2019 Editor, India And Middle East [email protected] The beginning of the year as always has started off with a buzz. -
Hanwha Profile 2020
Hanwha Profile 2020 A “We engage and listen to our customers to create the solutions they trust us to build.” Contents 02 CHAIRMAN’S MESSAGE 08 BUSINESS HIGHLIGHTS 10 Chemicals & Materials 20 Aerospace & Mechatronics 28 Solar Energy 36 Finance 46 Services & Leisure 54 Construction 62 Hanwha OVERVIEW 64 Hanwha’s Vision, Spirit & Core Values 66 Hanwha Today 68 Milestones 70 Financial Highlights 72 Hanwha BUSINESSES 75 Manufacturing & Construction 93 Finance 99 Services & Leisure 104 CORPORATE SOCIAL RESPONSIBILITY 112 GLOBAL NETWORK & DIRECTORY B 1 Chairman’s Message The world has already moved beyond the Fourth Industrial Revolution. It is now heading toward the next industrial revolution. So are we. At Hanwha, we believe in building trust and strengthening loyalty. Our customers trust us because we’ve earned it over time. In turn, we strengthen our loyalty to the people we serve through contributions to society. Trust and loyalty are in the DNA of every Hanwha employee, motivating us to build for the good of all, amid constant changes and despite them. As a company, our never-ending goal is to improve the lives of everyone we touch. We seek to raise the standards of living and improve the quality of life. We know this is easily said but difficult to attain. And yet, if we persevere, continue to innovate and build for a better tomorrow, the future is ours to imagine. In 2010, Hanwha’s vision of “Quality Growth 2020” was unveiled. Since then, we have made significant strides toward realizing this vision through our expertise and innovations that have grown exponentially across the company’s core businesses. -
Traveling Baseball Players' Problem in Korea
Traveling Baseball Players’ Problem in Korea Hyang Min Jeong,1 Sang-Woo Kim,2 Aaram J. Kim,3 Younguk Choi,2 Jonghyoun Eun,4 and Beom Jun Kim1, ∗ 1Department of Physics and BK21 Physics Research Division, Sungkyunkwan University, Suwon 440-746, Korea 2Department of Physics, Soongsil University, Seoul 156-743, Korea 3Department of Physics and Astronomy and Center for Theoretical Physics, Seoul National University, Seoul 151-747, Korea 4Department of Physics and Astronomy, University of California Los Angeles, Los Angeles, California 90095-1547, USA (Dated: September 3, 2018) We study the so-called the traveling tournament problem (TTP), to find an optimal tournament schedule. Differently from the original TTP, in which the total travel distance of all the participants is the objective function to minimize, we instead seek to maximize the fairness of the round robin tournament schedule of the Korean Baseball League. The standard deviation of the travel distances of teams is defined as the energy function, and the Metropolis Monte-Carlo method combined with the simulated annealing technique is applied to find the ground state configuration. The resulting tournament schedule is found to satisfy all the constraint rules set by the Korean Baseball Organization, but with drastically increased fairness in traveling distances. PACS numbers: 89.65.-s,89.75.Fb Keywords: Monte-Carlo simulation, optimization, traveling salesman problem, traveling tournament prob- lem, sports tournament, baseball league I. INTRODUCTION TABLE I. Korean Baseball League of eight teams. Note that two teams (Doosan and LG) share the same home stadium The traveling salesman problem (TSP) is the one of (Jamsil). -
Units Result Record Roi Total Units
DATE/GAME & PICK/ODDS UNITS RESULT RECORD ROI TOTAL UNIT RISK UNITS JUL 10 | 1:00PM PST UNDER 155.5 PENDING PENDING � The Basketball Tournament -110 House Of ‘Paign @ Red Scare RISK 1 UNIT JUL 10 | 1:00PM PST REAL MADRID PENDING PENDING ⚽ Spanish Primera División -1.5 -135 Depor Alaves @ Real Madrid RISK 1.5 UNITS JUL 10 | 12:42 PST CHRIS KIRK ML PENDING PENDING ⛳ Workday Charity Open RD 2 -110 Chris Kirk @ Joel Dahmen RISK 1 UNIT JUL 10 | 12:15PM PST UNDER 2.5 PENDING PENDING ⚽ English League Championship -135 Cardiff City @ Fulham RISK 1.5 UNITS JUL 10 | 4:23AM PST PARTICK REED ML -2.1 LOSER 61-41-3 31.3% 31.925 ⛳ Workday Charity Open RD 2 -105 Collin Morikawa vs Patrick Reed RISK 2 UNITS DATE/GAME & PICK/ODDS UNITS RESULT RECORD ROI TOTAL UNIT RISK UNITS JUL 10 | 2:30AM PST NC DINOS RL -1.5 2 WINNER 61-40-3 33.9% 34.025 ⚾ Korean Baseball -110 NC Dinos @ LG Twins RISK 2 UNITS JUL 10 | 2:30AM PST OVER 9.5 1 WINNER 60-40-3 32% 32.025 ⚾ Korean Baseball -115 SK Wyverns @ Hanwha Eagles RISK 1 UNIT JUL 10 | 2:00AM PST HIROSHIMA CARP -2.025 LOSER 59-40-3 31.5% 31.175 ⚾ Japan Baseball ML -135 Hiroshima Carp @ Chunichi Dragons RISK 1.5 UNITS JUL 10 | 1:00AM PST OVER 188.5 -1.1 LOSER 59-39-3 33.9% 33.2 � Chinese Basketball Association -110 Bayi Rockets @ Jiangsu Dragons RISK 1 UNIT JUL 9 | 5:00PM PST MONTREAL -1.8 LOSER 59-38-3 35.4% 34.3 ⚽ Major League Soccer IMPACT +.5 -120 NE Revolution @ Montreal Impact RISK 1.5 UNITS DATE/GAME & PICK/ODDS UNITS RESULT RECORD ROI TOTAL UNIT RISK UNITS JUL 9 | 4:55AM PST XANDER 1.5 WINNER 59-37-3 37.6% 36.1 -
KOREA Magazine [May 2011 VOL. 7 NO. 5]
People & Culture MAY 2011 JEJUDO ISLAND A NATURAL WONDER SEOUL FLEA MARKETS SAVING MONEY AND THE ENVIRONMENT 야구[ja:gu] BASEBALL KOREA’S FANS GO WILD FOR THE STARS OF THE DIAMOND www.korea.net ISSN: 2005-2162 Contents may 2011 VOL.7 NO.05 02 COVER STORY Professional baseball, one of Koreans’ favorite 02 pastimes, celebrates 30 years in Korea. 12 PEN & BRUSH Novelist Shin Kyung-sook’s English-translated Please Look After Mom finds world-wide fame. 16 PEOPLE Korean scientist Ryoo Ryong builds a reputation for his achievements in chemistry. 19 GREAT KOREAN Meet Syngman Rhee or Yi Seung-man, the first president of South Korea. 22 SEOUL Sarangchae at Cheong Wa Dae is one of Seoul’s most unforgettable tourist destinations. 24 TRAVEL Jejudo Island is an ecological treasure. PUBLISHER Seo Kang-soo, Korean Culture and Information Service 28 FESTIVAL EDITING HEM KOREA Co., Ltd Hampyeong hosts the Butterfly Festival in May. E-MAIL [email protected] 30 PRINTING Samsung Moonhwa Printing Co. NOW IN KOREA Seoul’s got some thrifty flea markets in town. All right reserved. No part of this 22 publication may be reproduced in any form without permission from 34 KOREA and the Korean Culture and SPECIAL ISSUE Information Service. Dokdo: A peek at Korea‘s easternmost point. The articles published in KOREA do not necessarily represent the views of 38 the publisher. The publisher is not liable SUMMIT DIPLOMACY for errors or omissions. Malaysia’s Prime Minister visits Korea. If you want to receive a free copy of 42 KOREA or wish to cancel a subscription, please e-mail us. -
5 Hospitals, 4 Health Centres for COVID-19 Cases
TOTAL PRIZES MORE THAN QAR 8 MILLION OPEN AL DANA ACCOUNT! THE BIGGEST MEGA PRIZE QAR 2.5 MILLION Offer valid from 5th of March 2020 to 31st January 2021 INDIVIDUAL PRIZE IN QATAR! 2 WINNERS QAR 1 MILLION EACH 457 LUCKY WINNERS QatarTribune Qatar_Tribune QatarTribuneChannel qatar_tribune WEDNESDAY APRIL 29, 2020 RAMADAN 6, 1441 VOL.13 NO. 4933 QR 2 Fajr: 3:38 am Dhuhr: 11:31 am Asr: 3:00 pm Maghrib: 6:04 pm MOST Isha: 7:34 pm PRODUCTS You name it, STARTING FROM we have it! QR RAMADAN TIMING Sports 11 7 TODAY TOMORROW P ARTLY CLOUDY Hyatt Plaza | Mall of Qatar | Gulf Mall | Al Khor Mall IFtaR IMSAK Next year’s Olympics will be HIGH : 36°C Doha Festival City| Ezdan Mall - Wakrah 4015 6999 cancelled if pandemic not LOW : 27°C 6:04PM 3:27AM over: Games chief Opening soon in Mirqab Mall Amir approves decision to form Amir approves Cabinet decision committee for real estate devpt on Unified Economic Registry THE Amir HH Sheikh Tamim bin Hamad al Thani on Tuesday approved the Cabinet QNA istry of Interior, Ministry of Finance, decision No 12 of 2020 on the executive regulations of Law No 1 of 2020 regard- DOHA Ministry of Justice, Ministry of Mu- ing the UnifiedE conomic Registry. The decision is effective starting from the day nicipality and Environment, Ministry following the date of its publication in the Official Gazette.(QNA) THE Amir HH Sheikh Tamim bin Hamad al of Commerce & Industry, Ministry of Thani on Tuesday approved the Cabinet Administrative Development, Labor decision No 10 of 2020 to form a com- and Social Affairs, Qatar Central Bank Amir approves decision to rejig Qatar National mittee on real estate sector development (QCB), Qatar Financial Markets Author- strategy. -
Spoㅔrts Talent Identification and Selection in Korea
International Journal of Applied Sports Sciences ISSN 2233-7946 (Online) 2017, Vol. 29, No. 1, 31-41. ISSN 1598-2939 (Print) https://doi.org/10.24985/ijass.2017.29.1.31 ⓒ Korea Institute of Sport Science Assessing the influence of fan attitude and expenditures on future propensity to spend on sport products and service in Korea Sung-Bae Roger Park* Department of Sport Industry, Hanyang University. Abstract Despite the growing popularity of professional baseball in South Korea, academic literature lacks much quantitative analysis of its fans. The main purposes of this current study were two-fold. Firstly, it was to identify if fan attitudes and expenditures are associated with and different by demographic variables. Secondly, it was to find out if fan attitudes and expenditure positively predict and explain the variance of future propensity to spend on products and service. A total of 1612 fans who attended Korean baseball games voluntarily participated in this study. The survey questionnaire consists of five sections of demographics information, sport fandom, satisfaction of social media service, satisfaction of the baseball stadium, and future propensity to spend on products and service at the ballparks. An exploratory analysis found that fan attitudes and expenditures differed by demographic variables (e.g., gender, education, age). Second, fan attitudes about the baseball team, satisfaction with baseball stadium, satisfaction with team media social media services, and current venue expenditures proved to bepositive predictors of future propensity to spend on team products and service (FPSPS). Key words: sport fandom, sport facility, social media, propensity to spend Introduction1 withdrew and another (MBC Blue Dragons) changed to LG Twins in 1989, making a total of ten franchises as In March 27th of 1982, the South Korean professional of 2016 (Sport Industry White Paper 2015, p. -
Units Result Record Roi Total Units
DATE/GAME & PICK/ODDS UNITS RESULT RECORD ROI TOTAL UNIT RISK UNITS JUL 21 | 5:00PM PST COLUMBUS PENDING PENDING ⚽ Major League Soccer CREW ML +115 Columbus Crew @ Atlanta United RISK 1.5 UNITS JUL 21 | 12:15PM PST OVER 2.5 -2.7 LOSER 105-85-9 15.4% 29.3 ⚽ English Premier League -135 Arsenal @ Aston Villa RISK 2 UNITS JUL 21 | 11:00AM PST UNDER 2.5 1 WINNER 104-85-9 19.9% 32 ⚽ Portuguese Liga -105 Victoria Setubal @ Sporting Lisbion RISK 1 UNIT JUL 21 | 10:00AM PST OVER 3.5 1.3 WINNER 103-85-9 16.5% 31 ⚽ English Premier League +130 Manchester City @ Watford RISK 1 UNIT JUL 21 | 2:30AM PST NC DINOS -1 LOSER 102-85-9 15.9% 29.7 ⚾ Korean Baseball RL -1.5 +115 Samsung Lions @ NC Dinos RISK 1 UNIT (RUN LINE) OVER 10.5 3 WINNER 102-84-9 16.5% 30.7 RISK 3 UNITS (TOTAL) -120 DATE/GAME & PICK/ODDS UNITS RESULT RECORD ROI TOTAL UNIT RISK UNITS JUL 21 | 2:30AM PST KIA TIGERS RL 0.5 WINNER 101-84-9 15% 27.7 ⚾ Korean Baseball -1.5 -130 Kia Tigers @ Hanwha Eagles RISK .5 UNIT JUL 21 | 2:00AM PST SEIBU LIONS 1.4 WINNER 100-84-9 14.9% 27.2 ⚾ Japan Baseball RL -1.5 +140 Chiba Lotte Marines @ Seibu Lions RISK 1 UNIT JUL 21 | 2:00AM PST OVER 8.5 1 WINNER 99-84-9 14.1% 25.8 ⚾ Japan Baseball -115 Yakult Swallow @ Yokohama Baystars RISK 1 UNIT JUL 20 | 5:00PM PST PHILA UNION PK 0 PUSH 98-84-9 13.6% 24.8 ⚽ Major League Soccer -115 Orlando City FC @ Philadelphia Union RISK 2 UNITS JUL 20 | 12:15AM PST WOLVES -1 1.5 WINNER 98-84-8 13.6% 24.8 ⚽ English Premier League -120 Crystal Palace @ Wolverhampton RISK 1.5 UNITS DATE/GAME & PICK/ODDS UNITS RESULT RECORD ROI