Predicting Regular Season Results of NBA Teams Based on Regression Analysis of Common Basketball Statistics
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The Evolution of Basketball Statistics Is Finally Here
ows ind Sta W tis l t Ready for a ic n i S g i o r f t O w a e r h e TURBOSTATS SOFTWARE T The Evolution of Basketball Statistics is Finally Here All New Advanced Metrics, Efficiencies and Four Factors Outstanding Live Scoring BoxScore & Play-by-Play Easy to Learn Automatically Tags Video Fast Substitutions The Worlds Most Color-Coded Shot Advanced Live Game Charts Display... Scoring Software Uncontested Shots Shots off Turnovers View Career Shooting% Second Chance Shots After Each Shot Shots in Transition Includes the Advanced Zones vs Man to Man Statistics Used by Top Last Second Shots Pro & College Teams Blocked Shots New NET Rating System Score Live or by Video Highlights the Most Sort Video Clips Efficient Players Create Highlight Films Includes the eBook Theory of Evolution Creates CyberLink Explaining How the New PowerDirector video Formulas Help You Win project files for DVDs* The Only Software that PowerDirector 12/2010 Tracks Actual Rebound % Optional Player Photos Statistics for Individual Customizable Display Plays and Options Shows Four Factors, Event List, Player Team Stats by Point Guard Simulated image on the Statistics or Scouting Samsung ATIV SmartPC. Actual Screen Size is 11.5 Per Minute Statistics for Visit Samsung.com for tablet All Categories pricing and availability Imports Game Data from * PowerDirector sold separately NCAA BoxScores (Websites HTML or PDF) Runs Standalone on all Windows Laptops, Tablets and UltraBooks. Also tracks ... XP, Vista, 7 plus Windows 8 Pro Effective Field Goal%, True Shooting%, Turnover%, Offensive Rebound%, Individual Possessions, Broadcasts data to iPads and Offensive Efficiency, Time in Game Phones with a low cost app +/- Five Player Combos, Score on the Only Tablets Designed for Data Entry Defensive Points Given Up and more.. -
Hawks' Trio Headlines Reserves for 2015 Nba All
HAWKS’ TRIO HEADLINES RESERVES FOR 2015 NBA ALL-STAR GAME -- Duncan Earns 15 th Selection, Tied for Third Most in All-Star History -- NEW YORK, Jan. 29, 2015 – Three members of the Eastern Conference-leading Atlanta Hawks -- Al Horford , Paul Millsap and Jeff Teague -- headline the list of 14 players selected by the coaches as reserves for the 2015 NBA All-Star Game, the NBA announced today. Klay Thompson of the Golden State Warriors earned his first All-Star selection, joining teammate and starter Stephen Curry to give the Western Conference-leading Warriors two All-Stars for the first time since Chris Mullin and Tim Hardaway in 1993. The 64 th NBA All-Star Game will tip off Sunday, Feb. 15, at Madison Square Garden in New York City. The game will be seen by fans in 215 countries and territories and will be heard in 47 languages. TNT will televise the All-Star Game for the 13th consecutive year, marking Turner Sports' 30 th year of NBA All- Star coverage. The Hawks’ trio is joined in the East by Dwyane Wade and Chris Bosh of the Miami Heat, the Chicago Bulls’ Jimmy Butler and the Cleveland Cavaliers’ Kyrie Irving . This is the 11 th consecutive All-Star selection for Wade and the 10 th straight nod for Bosh, who becomes only the third player in NBA history to earn five trips to the All-Star Game with two different teams (Kareem Abdul-Jabbar, Kevin Garnett). Butler, who leads the NBA in minutes (39.5 per game) and has raised his scoring average from 13.1 points in 2013-14 to 20.1 points this season, makes his first All-Star appearance. -
Million Dollar Luncheon with Mayor and Astros STAR Is a Fab Freebie for Charity’S Supporters
idstuff sPring 2017 R K I D S “ O U A R E E V E RkY B O ” D Y ’ S K I D S MillioN dollAR lUNCheoN WiTh MAyoR ANd ASTRoS STAR iS A FAb FReebie FoR ChARiTy’S SUPPoRTeRS Shelby hodge | CultureMap | editor-at-large | 10.4.16 heN hoUSToN ChildReN’S ChARiTy FoUNdiNg exeCUTiVe diReCToR Laura Ward began planning the organization’s 20th anniversary cele- Wbration, she wanted it to be a thank you to those who had helped the charity aid more than 1.5 million children and assist more than 300 agencies in its two decades. A freebie was declared. With. generous underwriting from the Hyatt regency downtown (where the gala has been held each of those 20 years), Ward was able to pull off a midday miracle. More than 500 guests poured into the hotel Mayor Turner, Penny Loyd, ballroom for a three-course lunch, a full court press of Laura Ward, he spirit Tilman J. Fertitta thank you’s and the promise of a ren’s $1 million gift to Texas Children’s “What an incredible charity. I think HCC embodies t of Houston, without question. They help Texas Child Cancer and Hematology Centers. Hospital with our young cancer And guests didn’t have to pay a thing. patients, many of whom literally Mayor sylvester Turner presented don’t have running water or board chair Tilman Fertitta, board electricity in their homes, and president Penny Loyd and Ward with who frankly couldn’t receive treatment if not for the Houston a proclamation declaring it Houston lf of each of our patients and Children’s Charity Day. -
Sports Litigation Alert
Sports Litigation Alert Reprinted from Sports Litigation Alert, Volume 9, Issue 15, August 24, 2012. Copyright © 2012 Hackney Publications. Competing Before the PTO: Four Things a Professional Athlete Should Consider When Seeking a Federal Trademark Registration By Ryan S. Hilbert tion in which he can soon obtain a number trademark Today’s athletes have become increasingly proactive registrations for those words or phrases uniquely asso- and savvy about ways in which they can and should ciated with him, despite the fact that he has yet to play protect their trademarks. As an example, shortly af- an official NBA game. ter former University of North Carolina basketball With each passing year, it seems like more and star Harrison Barnes became the seventh pick in the more professional athletes are doing the same thing 2012 NBA Draft, he stated that he had already given Barnes and Davis are doing – seeking trademark tremendous thought to what his “brand” would be and protection for those words, phrases or designs with even had an artist friend design his logo. As it turns which they have become associated. Indeed, numer- out, Barnes had even gone so far as to file a trademark ous professional athletes from a variety of sports have application with the U.S. Patent and Trademark Office already obtained or are seeking trademark registra- (“USPTO”) for the word mark THE BLACK FAL- tions from the USPTO, including NBA phenomenon CON – his nickname at UNC – on August 19, 2011, Jeremy Lin, (LINSANITY), former Denver Bronco months before his college career was over and almost and current New York Jet quarterback Tim Tebow a full year before he was selected to play in the NBA. -
Australian Basketball Statistics Association
Basketball Statistics Calling Protocol Calling Protocol – April 2009 Edition. Australian Basketball Statistics Committee AUSTRALIAN BASKETBALL STATISTICS COMMITTEE CALLING PROTOCOL APRIL 2009 EDITION 2 Calling Protocol – April 2009 Edition. Australian Basketball Statistics Committee Written by The Australian Basketball Statistics Committee The contents of this manual may not be altered or copied after alteration TABLE OF CONTENTS Calling Protocol ........................................................................................................4 Reasons for a Protocol: ................................................................................................. 4 General Principles: ........................................................................................................ 4 Calling The Action: ....................................................................................................... 5 LiveStats - SPECIFIC CALLS .................................................................................. 7 Time Outs: .................................................................................................................... 7 Substitutions: ............................................................................................................... 7 Player Checks: .............................................................................................................. 7 CALLING IN SEQUENCE ......................................................................................... 8 3 Calling Protocol -
Data-Driven Basketball Web Application for Support in Making Decisions
Data-driven Basketball Web Application for Support in Making Decisions Tomislav Horvat1a, Ladislav Havaš1b, Dunja Srpak1c and Vladimir Medved2d 1Department of Electrical Engineering, University North, 104 Brigade 3, Varaždin, Croatia 2Department of General and Applied Kinesiology, Faculty of Kinesiology, University of Zagreb, Zagreb, Croatia Keywords: Basketball, Information System, Making Decisions, Statistics Analysis, Web Application. Abstract: Statistical analysis combined with data mining and machine learning is increasingly used in sports. This paper presents an overview of existing commercial information systems used in game analysis and describes the new and improved version of originally developed data-driven Web application / information system called Basketball Coach Assistant (later BCA) for sports statistics and analysis. The aim of BCA is to provide the essential information for decision making in training process and coaching basketball teams. Special emphasis, along with statistical analysis, is given to the player’s progress indicators and statistical analysis based on data mining methods used to define played game point’s difference classes. The results obtained by using BCA information system, presented in tables, proved to be useful in programing training process and making strategic, tactical and operational decisions. Finally, guidelines for the further information system development are given primarily for the use of data mining and machine learning methods. 1 INTRODUCTION information for decision making in training process and coaching basketball teams. The first version of Nowadays, sports statistics and analysis, more the BCA information system, called AssistantCoach, particular the information and communication was presented at the International Congress on Sport technologies are omnipresent in sport and have Sciences Research and Technology Support in Lisbon become a very important factor in making decisions (Horvat et al., 2015). -
The Effect Alternate Player Efficiency Rating Has on NBA Franchises Regarding Winning and Individual Value to an Organization
St. John Fisher College Fisher Digital Publications Sport Management Undergraduate Sport Management Department Spring 2012 The Effect Alternate Player Efficiency Rating Has on NBA Franchises Regarding Winning and Individual Value to an Organization Anthony Van Curen St. John Fisher College Follow this and additional works at: https://fisherpub.sjfc.edu/sport_undergrad Part of the Sports Management Commons How has open access to Fisher Digital Publications benefited ou?y Recommended Citation Van Curen, Anthony, "The Effect Alternate Player Efficiency Rating Has on NBAr F anchises Regarding Winning and Individual Value to an Organization" (2012). Sport Management Undergraduate. Paper 35. Please note that the Recommended Citation provides general citation information and may not be appropriate for your discipline. To receive help in creating a citation based on your discipline, please visit http://libguides.sjfc.edu/citations. This document is posted at https://fisherpub.sjfc.edu/sport_undergrad/35 and is brought to you for free and open access by Fisher Digital Publications at St. John Fisher College. For more information, please contact [email protected]. The Effect Alternate Player Efficiency Rating Has on NBAr F anchises Regarding Winning and Individual Value to an Organization Abstract For NBA organizations, it can be argued that success is measured in terms of wins and championships. There are major emphases placed on the demand for “superstar” players and the ability to score. Both of which are assumed to be a player’s value to their respective organization. However, this study will attempt to show that scoring alone cannot measure success. The research uses statistics from the 2008-2011 seasons that can be used to measure success through aspects such as efficiency, productivity, value and wins a player contributes to their organization. -
Player Benchmarking and Outcomes: a Behavioral Science Approach
Player Benchmarking and Outcomes: A Behavioral Science Approach Ambra Mazzelli (Asia School of Business & MIT) Robert Nason (Concordia University) Track: Basketball Paper ID: 1548699 1. Introduction Benchmarking is important to monitor and provide feedback to players on their performance. (i.e. are they under or overperforming). Behavioral science research, especially that grounded in social psychology, indicates that performance feedback has a strong impact on human behavior including: individual motivation (Deci, 1972; DeNisi, Randolph, & Blencoe, 1982; Pavett, 1983), risk-taking (Kacperczyk et al., 2015; Krueger Jr & Dickson, 1994; March & Shapira, 1992), and performance (Sehunk, 1984; Smither, London, & Reilly, 2005). As a result, performance feedback that is provided to players has the potential to induce changes in player performance. For example, Hall of Famers Shaquille O'Neal and Charles Barkley recently gave voice to negative performance feedback regarding Philadelphia 76ers Center Joel Embiid by openly criticizing him on TNT’s Inside the NBA. Early in the 2019 season, Joel Embiid’s player efficiency rating (PER) currently ranks an impressive 11th in the league (24.73), but is under his own past performance (2018/2019 PER = 26.21)1. Shaq and Charles suggested that Embiid’s recent relative underperformance was due to a lack of motivation and made a point of comparing Embiid to centers on other teams with higher PERs, such as Giannis Antetokounmpo and Anthony Davis. In the next game following Shaq and Charles comments (December 12, 2019 vs. the Boston Celtics) Embiid posted his best game of the season with a season high 38 points and a plus minus of +21 (in a game that the Sixers only won by 6 points). -
Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation
Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation Xiaocheng Feng, 1 Yawei Sun, 1 Bing Qin, 1 Heng Gong, 1 Yibo Sun, 1 Wei Bi, 2 Xiaojiang Liu, 2 Ting Liu 1 1Harbin Institute of Technology, Harbin, China 2Tencent AI Lab, Shenzhen, China fxcfeng, ywsun, qinb, hgong, ybsun, [email protected] fvictoriabi, [email protected] Abstract TEAM/PLAYER PTS REB ... ... AST Feature Rockets 117 49 ... ... 28 Home In this paper, we focus on a new practical task, document- James Harden 16 11 ... ... 10 Home Entity Dwight Howard 14 8 ... ... 0 Home scale text content manipulation, which is the opposite of text Type style transfer and aims to preserve text styles while altering Table ... ... ... ... ... ... Home (Records) Spurs 91 44 ... ... 23 Visiting Value the content. In detail, the input is a set of structured records Tony Parker 18 4 ... ... 7 Visiting Feature and a reference text for describing another recordset. The out- Tim Duncan 16 8 ... ... 1 Visiting put is a summary that accurately describes the partial con- ... ... ... ... ... ... Visiting tent in the source recordset with the same writing style of the reference. The task is unsupervised due to lack of par- The Los Angeles Clippers defeated the Utah Jazz 107– 101 on Monday. allel data, and is challenging to select suitable records and Chris Paul recorded a triple - double of this season’ putting up 13 points. threw in style words from bi-aspect inputs respectively and generate Reference 10 rebounds and 12 assists in 36 minutes. He also two steals Summary and a blocked shot for good measure .. -
Forecasting Most Valuable Players of the National Basketball Association
FORECASTING MOST VALUABLE PLAYERS OF THE NATIONAL BASKETBALL ASSOCIATION by Jordan Malik McCorey A thesis submitted to the faculty of The University of North Carolina at Charlotte in partial fulfillment of the requirements for the degree of Master of Science in Engineering Management Charlotte 2021 Approved by: _______________________________ Dr. Tao Hong _______________________________ Dr. Linquan Bai _______________________________ Dr. Pu Wang ii ©2021 Jordan Malik McCorey ALL RIGHTS RESERVED iii ABSTRACT JORDAN MALIK MCCOREY. Forecasting Most Valuable Players of the National Basketball Association. (Under the direction of DR. TAO HONG) This thesis aims at developing models that would accurately forecast the Most Valuable Player (MVP) of the National Basketball Association (NBA). R programming language was used in this study to implement different techniques, such as Artificial Neural Networks (ANN), K- Nearest Neighbors (KNN), and Linear Regression Models (LRM). NBA statistics were extracted from all of the past MVP recipients and the top five runner-up MVP candidates from the last ten seasons (2009-2019). The objective is to forecast the Point Total Ratio (PTR) for MVP during the regular season. Seven different underlying models were created and applied to the three techniques in order to produce potential outputs for the 2018-19 season. The best models were then selected and optimized to form the MVP forecasting algorithm, which was validated by predicting the MVP of the 2019-20 season. Ultimately, two underlying models were most robust under the LRM framework, which is considered the champion approach. As a result, two combination models were constructed based on the champion approach and proved to be most efficient. -
“Steve Kerr”). Kerr Holds the Record for Best Career Three-Point Percentage in NBA History (“Basketball Statistics”
How Technology Changed the NBA In 2014, Steve Kerr took over as the head coach for the Golden State Warriors (“Steve Kerr”). Prior to his coaching career, Kerr was known for being a deadly three-point shooter and famously knocking down the game-winning jump shot in the 1997 NBA Finals to clinch the fifth championship for teammate Michael Jordan (“Steve Kerr”). Kerr holds the record for best career three-point percentage in NBA history (“Basketball Statistics”). So, what happened when the most potent three-point shooter in league history took over as a head coach? His Golden State Warriors won more games in a three-year span (2014-2016) than any other team in NBA history, while claiming two championships along the way (Young). Led by Kerr’s philosophy, they attempted more three-point shots during those three years than any other team in league history (“Basketball Statistics”). The Warriors’ success has caused many teams to mimic their strategy, putting up record numbers of three-point shots. During the 2016-2017 season, NBA teams shot twenty seven three-pointers per game--a number that has increased by almost ten shots in the last five years and is the highest in league history (“Basketball Statistics”). However, as Toronto Raptors’ head coach Dwane Casey notes, teams can “shoot as many 3s as you’d like, but if you don’t make them, that philosophy goes out the window” (“Lights, Cameras, Revolution”). What if I told you that it is improved technology in basketball that has resulted in players shooting more three-pointers than ever before? But, this technology has done more than just increase the number of three-point attempts. -
Exploring the Impacts of Salary Allocation on Team Performance
University of Pennsylvania ScholarlyCommons Summer Program for Undergraduate Research (SPUR) Wharton Undergraduate Research 8-24-2017 Exploring the Impacts of Salary Allocation on Team Performance Jimmy Gao University of Pennsylvania Follow this and additional works at: https://repository.upenn.edu/spur Part of the Applied Statistics Commons, Business Analytics Commons, Sports Management Commons, Sports Studies Commons, and the Statistical Models Commons Recommended Citation Gao, J. (2017). "Exploring the Impacts of Salary Allocation on Team Performance," Summer Program for Undergraduate Research (SPUR). Available at https://repository.upenn.edu/spur/23 This paper is posted at ScholarlyCommons. https://repository.upenn.edu/spur/23 For more information, please contact [email protected]. Exploring the Impacts of Salary Allocation on Team Performance Abstract Study of salary has been an increasingly important area in professional sports literature. In particular, salary allocation can be a significant factor of team performance in NBA, given credit to the wisdom of team managers. This paper seeks to extend the scope of existing research on basketball by investigating on how salary allocation affected team performance and exploring other factors that lead to team success. Our findings indicate a moderate correlation between salary allocation and team performance, while average Player Efficiency Rating is a more crucial factor of team performance in comparison. Keywords Basketball, Salary Allocation, Player Efficiency Rating (PER), Superstar Effect, Golden State Warriors Disciplines Applied Statistics | Business Analytics | Sports Management | Sports Studies | Statistical Models This working paper is available at ScholarlyCommons: https://repository.upenn.edu/spur/23 Exploring the Impact of Salary Allocation on NBA Team Performance Acknowledgement I would like to thank Dr.