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NBA Court Realty Dan Cervone (New York University), Luke Bornn (Simon Fraser University), and Kirk Goldsberry (University of Texas)
NBA Court Realty Dan Cervone (New York University), Luke Bornn (Simon Fraser University), and Kirk Goldsberry (University of Texas) The Court is a Real Estate Market Throughout a basketball possession, teams fight to control valuable court space. For example, - being near the basket or in the corner 3 areas leads to high-value shots - having the ball at the top of the arc keeps many pass options open - being open and undefended anywhere on the court eases ball movement and minimizes turnovers. Using only patterns of ball movement such as passes, we are able to infer which regions of the court teams value most, and quantify the effects of controlling such regions. This leads to new spatial characterizations of team/player strategy, and value quantifications of positioning and spacing. For instance, we can compare the value of the space the ballcarrier controls with the value of the space his teammates control to better understand how different lineups manage on- and off-ball resources. Above: Map of NBA court real estate values during 2014-15 season. Just like New York City (right), property values vary Read the full paper: dramatically by neighborhood. The hoop is the Tribeca of the NBA. 30 feet away? That's more like Astoria. The Value of a Player's Court Real Estate Investment Portfolio 3. Valuing property investments based on exchanges: When players pass the ball on offense, the team exchanges property investments. The patterns of these transactions allow us to infer the value of each player's real estate investment porfolio. For instance, in the figure on the left, if a pass between players A and B is equally likely to go A → B as B → A, we'd think A's and B's investment 1. -
2018-19 Phoenix Suns Media Guide 2018-19 Suns Schedule
2018-19 PHOENIX SUNS MEDIA GUIDE 2018-19 SUNS SCHEDULE OCTOBER 2018 JANUARY 2019 SUN MON TUE WED THU FRI SAT SUN MON TUE WED THU FRI SAT 1 SAC 2 3 NZB 4 5 POR 6 1 2 PHI 3 4 LAC 5 7:00 PM 7:00 PM 7:00 PM 7:00 PM 7:00 PM PRESEASON PRESEASON PRESEASON 7 8 GSW 9 10 POR 11 12 13 6 CHA 7 8 SAC 9 DAL 10 11 12 DEN 7:00 PM 7:00 PM 6:00 PM 7:00 PM 6:30 PM 7:00 PM PRESEASON PRESEASON 14 15 16 17 DAL 18 19 20 DEN 13 14 15 IND 16 17 TOR 18 19 CHA 7:30 PM 6:00 PM 5:00 PM 5:30 PM 3:00 PM ESPN 21 22 GSW 23 24 LAL 25 26 27 MEM 20 MIN 21 22 MIN 23 24 POR 25 DEN 26 7:30 PM 7:00 PM 5:00 PM 5:00 PM 7:00 PM 7:00 PM 7:00 PM 28 OKC 29 30 31 SAS 27 LAL 28 29 SAS 30 31 4:00 PM 7:30 PM 7:00 PM 5:00 PM 7:30 PM 6:30 PM ESPN FSAZ 3:00 PM 7:30 PM FSAZ FSAZ NOVEMBER 2018 FEBRUARY 2019 SUN MON TUE WED THU FRI SAT SUN MON TUE WED THU FRI SAT 1 2 TOR 3 1 2 ATL 7:00 PM 7:00 PM 4 MEM 5 6 BKN 7 8 BOS 9 10 NOP 3 4 HOU 5 6 UTA 7 8 GSW 9 6:00 PM 7:00 PM 7:00 PM 5:00 PM 7:00 PM 7:00 PM 7:00 PM 11 12 OKC 13 14 SAS 15 16 17 OKC 10 SAC 11 12 13 LAC 14 15 16 6:00 PM 7:00 PM 7:00 PM 4:00 PM 8:30 PM 18 19 PHI 20 21 CHI 22 23 MIL 24 17 18 19 20 21 CLE 22 23 ATL 5:00 PM 6:00 PM 6:30 PM 5:00 PM 5:00 PM 25 DET 26 27 IND 28 LAC 29 30 ORL 24 25 MIA 26 27 28 2:00 PM 7:00 PM 8:30 PM 7:00 PM 5:30 PM DECEMBER 2018 MARCH 2019 SUN MON TUE WED THU FRI SAT SUN MON TUE WED THU FRI SAT 1 1 2 NOP LAL 7:00 PM 7:00 PM 2 LAL 3 4 SAC 5 6 POR 7 MIA 8 3 4 MIL 5 6 NYK 7 8 9 POR 1:30 PM 7:00 PM 8:00 PM 7:00 PM 7:00 PM 7:00 PM 8:00 PM 9 10 LAC 11 SAS 12 13 DAL 14 15 MIN 10 GSW 11 12 13 UTA 14 15 HOU 16 NOP 7:00 -
Rosters Set for 2014-15 Nba Regular Season
ROSTERS SET FOR 2014-15 NBA REGULAR SEASON NEW YORK, Oct. 27, 2014 – Following are the opening day rosters for Kia NBA Tip-Off ‘14. The season begins Tuesday with three games: ATLANTA BOSTON BROOKLYN CHARLOTTE CHICAGO Pero Antic Brandon Bass Alan Anderson Bismack Biyombo Cameron Bairstow Kent Bazemore Avery Bradley Bojan Bogdanovic PJ Hairston Aaron Brooks DeMarre Carroll Jeff Green Kevin Garnett Gerald Henderson Mike Dunleavy Al Horford Kelly Olynyk Jorge Gutierrez Al Jefferson Pau Gasol John Jenkins Phil Pressey Jarrett Jack Michael Kidd-Gilchrist Taj Gibson Shelvin Mack Rajon Rondo Joe Johnson Jason Maxiell Kirk Hinrich Paul Millsap Marcus Smart Jerome Jordan Gary Neal Doug McDermott Mike Muscala Jared Sullinger Sergey Karasev Jannero Pargo Nikola Mirotic Adreian Payne Marcus Thornton Andrei Kirilenko Brian Roberts Nazr Mohammed Dennis Schroder Evan Turner Brook Lopez Lance Stephenson E'Twaun Moore Mike Scott Gerald Wallace Mason Plumlee Kemba Walker Joakim Noah Thabo Sefolosha James Young Mirza Teletovic Marvin Williams Derrick Rose Jeff Teague Tyler Zeller Deron Williams Cody Zeller Tony Snell INACTIVE LIST Elton Brand Vitor Faverani Markel Brown Jeffery Taylor Jimmy Butler Kyle Korver Dwight Powell Cory Jefferson Noah Vonleh CLEVELAND DALLAS DENVER DETROIT GOLDEN STATE Matthew Dellavedova Al-Farouq Aminu Arron Afflalo Joel Anthony Leandro Barbosa Joe Harris Tyson Chandler Darrell Arthur D.J. Augustin Harrison Barnes Brendan Haywood Jae Crowder Wilson Chandler Caron Butler Andrew Bogut Kentavious Caldwell- Kyrie Irving Monta Ellis -
Interview with Mark Jones of ESPN2 During a United States-Brazil Men's
July 16 / Administration of Barack Obama, 2012 Interview With Mark Jones of ESPN2 During a United States-Brazil Men’s Basketball Game July 16, 2012 Mr. Jones. President Obama, I want to ask able talent, and Kobe is a competitor, so you you, first of all, your thoughts on the first half expect him to do a little trash talking whenever of play. It was a little bit more competitive the opportunity arises. maybe than some people thought. Mr. Jones. You’re a big basketball fan. Ev- The President. Well, you forget how many erybody knows that. And you’re involved in Brazilians are in the NBA now. Between Nene coaching your daughters. We saw the U.S.A. and Varejao and Barbosa, they’ve got a good Women’s National Team win by a big margin team. So it took a while for our guys to kind of earlier tonight. How would you characterize get into rhythm, but we’re so much deeper that your experience in coaching your two daugh- over time you get a sense they’re going to wear ters? them down. The President. Well, first of all, I want to Mr. Jones. Predictions for the second half? congratulate the women’s team. They’re going The President. I don’t think it will be close in to be as dominant, if not more dominant, I the second half. think in the Olympics. And wonderful young Mr. Jones. No. U.S.A. Basketball, Mr. Presi- women; they’re great role models for my dent, has undergone a culture change. -
Stephen Curry and Sc30: Aligned Purpose, Amplified Impact
CASE: M-380 DATE: 01/24/20 STEPHEN CURRY AND SC30: ALIGNED PURPOSE, AMPLIFIED IMPACT Throughout my life, I have made a point to not let anyone else write my own story. For me, this means transforming, disrupting and challenging the status quo. It means taking a stance in being unwilling to accept the world’s standards as just good enough and shattering the expectations put on me by others. In other words, to Ruin the Game. —Stephen Curry, National Basketball Association player and CEO of SC30 Inc.1 Stephen Curry looked out appreciatively at the nearly 50 people gathered on a warm August day in a bright conference room near Napa, California. The group included leaders of major global companies and Curry’s personal board of advisors, a small group of trusted family and friends. Along the edges of the wall were Post-it notes galore and mock newspaper headlines: “Currys Challenge the World: 10,000 Donate This Holiday Season,” and “Curry and Obama Make Chicago Great Again.” The summit had been set up to communicate the mission and vision for SC30 Inc., Curry’s newly formed company, and to identify opportunities for collaboration among SC30’s ecosystem. Over the course of one day, teams huddled around boards and Post-it notes in the room to ideate potential pilot projects. The teams aimed for projects that could create value and impact aligned with SC30’s mission—and that could occur during key events over the coming year. At the end of the day, teams presented their ideas to Curry and the wider group. -
2015-16 Panini Prizm Basketball
2015-16 Prizm Basketball Team Checklist (No Parallels Listed) Green = Autographs Player Set Card # Team Type Allen Iverson Base Set 286 76ers Base Allen Iverson Point Men 12 76ers Insert Allen Iverson Prizm Autographs 27 76ers Auto Bobby Jones Prizm Autographs 49 76ers Auto Carl Landry Base Set 236 76ers Base Carl Landry Prizm Autographs 24 76ers Auto Darryl Dawkins Base Set 274 76ers Base Hollis Thompson Base Set 177 76ers Base Jahlil Okafor Emergent 28 76ers Insert Jahlil Okafor Prizm Autographs 92 76ers Auto Jahlil Okafor Prizm Marketing Multi Sport 13 76ers Insert Jahlil Okafor Rookie Signatures 1 76ers Auto Jahlil Okafor Rookies 329 76ers Base Jerami Grant Prizm Autographs 4 76ers Auto Jerry Stackhouse Base Set 271 76ers Base Julius Erving Base Set 288 76ers Base Maurice Cheeks Base Set 300 76ers Base Nerlens Noel Base Set 39 76ers Base Nerlens Noel Prizm Autographs 17 76ers Auto Nik Stauskas Base Set 9 76ers Base Richaun Holmes Rookie Signatures 31 76ers Auto Richaun Holmes Rookies 323 76ers Base Robert Covington Base Set 49 76ers Base Robert Covington Prizm Autographs 10 76ers Auto Scott Brooks Prizm Autographs 42 76ers Auto Steve Mix Prizm Autographs 65 76ers Auto Tony Wroten Base Set 29 76ers Base groupbreakchecklists.com 2015-16 Prizm Basketball Team Checklist Player Set Card # Team Type Al-Farouq Aminu Base Set 169 Blazers Base Al-Farouq Aminu Prizm Autographs 26 Blazers Auto C.J. McCollum Base Set 199 Blazers Base C.J. McCollum Prizm Autographs 9 Blazers Auto Chris Kaman Base Set 189 Blazers Base Clyde Drexler Base Set 283 -
“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. -
Getting Back to Business
BASEBALL NFL NHL Rookie Anderson lifts Giants; Jimmy Garoppolo plans to work Blues dominate Bruins in Game 7, SpLaureano poweortingGreenrs A’s win B5 with noted throwing coach B3 win first-ever Stanley Cup title B3 SanFrancisco Chronicle and SFChronicle.com | Thursday, June 13,2019 | Section B xxxxx• N NBA FINALS Getting back to business In their hands: Splash Brothers will be critical if Golden State is to force Game 7 They put the roar in Roar- acle, they put the fear of god in opponents’ hearts, they revolutionized basketball, together they’ve gone to five NBA Finals in a row — and now the Splash Brothers are facing their greatest challenge. If the Warriors are going to stave off elimination, and maybe extinction, the Splash Brothers are going to have to party like it’s 2016. 1 Or like it’s the last 2 ⁄2 min- utes of Game 5 in Toronto on Monday night. SCOTT The War- riors were OSTLER down 3-1 to the Raptors in the NBA Finals. They had lost Kevin Durant, and they trailed the Raptors by six points. Then ... Klay Thompson took a pass from Stephen Curry and bur- ied a 3-pointer over the long reach of Kawhi Leonard. ... Paul Chinn / The Chronicle Curry came off a DeMarcus Cousins screen, took a pass Painful memories: from Andre Iguodala and Why he played: Durant sank a 3. ... Curry, double- himself decided, based Other Bay Area stars teamed, passed to Iguodala, who zinged a pass to Dray- on much expert advice have been injured, too mond Green, who fired cross- court to Thompson, who By Connor Letourneau Which way does your finger point? pump-faked Leonard into the At the Warriors’ training staff? At Steve air, paused, and drilled a 3. -
Crowdfunding Tool Helps Teachers Raise
Sacramento PLUS: Fine Arts Center Students Show Their Presents an Evening of Poetry, Talent at Annual Wayne Art, and Jazz Reimers Jazz Festival Page 14 Page 3 Volume 35 • Issue 05 Serving Carmichael and Sacramento County since 1981 January 30, 2015 Taekwondo Capital Fellows Championships Programs at Memorial Baby, Take a Bow Applications Auditorium Teenager’s Project Brings Theater to Youth Now Available Story and photo SACRAMENTO, CA (MPG) - The by Susan Maxwell Skinner nationally recognized Capital Fellows Programs admin- SACRAMENTO REGION, CA (MPG) istered by the Center for - When the curtain fell on the California Studies at California California Musical Theater’s State University, Sacramento, 2014 Music Circus season, announces the availabil- another show time began for ity of applications for the teenage entrepreneur Lara Kong. following Capital Fellows Featured in this newspaper Programs: California Senate last year, the 18-year old had Fellows, Executive Fellowship Program, Jesse M. Unruh Page 4 one—possibly final—season to find funds for scores of under- Assembly Fellowship Program, privileged school children to and Judicial Administration see musical shows. She accom- Fellowship Program plished that mission. By the Voted as one of the Top 10 Couch Theater time she graduates this June, internships nationwide by Dear White People the Country Day student will Vault.com (2010, 2011, 2012 have raised more than $116,000 and 2014), the Capital Fellows and shared four years of musi- Programs are ranked highly cal theater with the young for their combination of mean- Sacramentans she calls “my ingful work experience and kids.” career opportunities. These fellowships offer the unique opportunity to work for 10 to Four years of relent- 11 months as a full-time paid “less fundraising have staff member in the California yielded personal bene- State Assembly, California State Senate, California Executive fits: “My project taught Branch, or California Judiciary. -
Iowa City, Iowa - Tuesday, August 31, 2010 News Dailyiowan.Com for More News
NOT ENOUGH KICKS FOR THE TWO OF US Iowa’s starting kicking spot is still up for grabs, and Daniel Murray and Trent Mossbrucker are in the midst of a battle for it. SPORTS, 12 TUESDAY, AUGUST 31, 2010 Parties not so common By ALLIE WRIGHT [email protected] The numbers suggest Iowa City has not become house-party central, but many students say otherwise. In response to House parties concerns about in Iowa City house parties, the Iowa City Police Complaints from Department began this year and last: implementing • 31: Assaults and “Party Patrols” since fights for last week- students returned end of August 2009 to school. These • 6: Assaults and patrols, active fights for last week- Thursday, Friday, end of August 2010 and Saturday • 61: Loud-party nights, will focus calls for last week- specifically on par- end of August 2009 ties in residential • 45: Loud-party calls for last week- neighborhoods. end of August 2010 Iowa City Police CHARLIE ANDERSON/THE DAILY IOWAN Chief Sam Harga- Source: Iowa City Police Pedestrians board an Iowa City bus on Monday. The Iowa City City Council is looking into a plan that would extend bus service to include Sundays. dine said the new Sgt. Denise Brotherton patrol will consist of officers being paid overtime and won’t take away from other patrols. After this past weekend, police Council defers Sunday bus records show calls for service for house parties and disorderly behavior had decreased from 61 citywide loud-party Councilors said they need more information before voting on the issue. -
Open Fro5007thesisfinal1-Converted.Pdf
THE PENNSYLVANIA STATE UNIVERSITY SCHREYER HONORS COLLEGE DEPARTMENT OF FINANCE THE ANATOMY OF A WIN: A STATISTICAL ANALYSIS OF SUCCESS IN THE NATIONAL BASKETBALL ASSOCIATION FRANK RAMON OLIU Spring 2020 A thesis submitted in partial fulfillment of the requirements for a baccalaureate degree in Finance with honors in Finance Reviewed and approved* by the following: David Haushalter Associate Professor of Finance Thesis Supervisor Brian Davis Professor of Finance Honors Advisor *Electronic approvals are on file ii Abstract Anyone with an opinion on sports will have different thoughts on what they believe produces the best team. This thesis poses this debate in the realm of basketball, seeking to find the statistics that directly correlate to the most wins. Business-minded individuals can relate this to financial investing, specifically factor investing, by analyzing what elements are associated with a security’s returns and whether that change is positive or negative. In a day when sports analytics are sweeping through leagues (see the “Moneyball” effect in baseball), having such data that can be interpreted to find how a company can optimize its success, is key to executives. The observations have found that of the several data points tested, maximizing Effective Field Goal Percentage, as well as Defensive Rating, is correlated with more total wins. iii Table of Contents LIST OF FIGURES ............................................................................................................ iv LIST OF TABLES .............................................................................................................. -
Essays in Basketball Analytics
Essays in Basketball Analytics Suraj Keshri Submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy in the Graduate School of Arts and Sciences COLUMBIA UNIVERSITY 2019 c 2019 Suraj Keshri All Rights Reserved ABSTRACT Essays in Basketball Analytics Suraj Keshri With the increasing popularity and competition in professional basketball in the past decade, data driven decision has emerged as a big competitive edge. The advent of high frequency player tracking data from SportVU has enabled a rigorous analysis of player abilities and interactions that was not possible before. The tracking data records two-dimensional x-y coordinates of 10 players on the court as well as the x-y-z coordinates of the ball at a resolu- tion of 25 frames per second, yielding over 1 billion space-time observations over the course of a full season. This dissertation offers a collection of spatio-temporal models and player evaluation metrics that provide insight into the player interactions and their performance, hence allowing the teams to make better decisions. Conventional approaches to simulate matches have ignored that in basketball the dy- namics of ball movement is very sensitive to the lineups on the court and unique identities of players on both offense and defense sides. In chapter 2, we propose the simulation in- frastructure that can bridge the gap between player identity and team level network. We model the progression of a basketball match using a probabilistic graphical model. We model every touch event in a game as a sequence of transitions between discrete states. We treat the progression of a match as a graph, where each node represents the network structure of players on the court, their actions, events, etc., and edges denote possible moves in the game flow.