Gu, W., Foster, K., Shang, J., Wei, L.: A game-predicting expert system using big data and machine learning. Dougherty, J., Kohavi, R., Sahami, M.: Supervised and unsupervised discretization of continuous features. Gramacy, R.B., Jensen, S.T., Taddy, M.: Estimating player contribution in hockey with regularized logistic regression. Hall, M.: Correlation-based feature selection for machine learning. This study uses detailed player statistics from four seasons, player rankings from EA’s NHL video games, and six machine learning algorithms to find predictive models that can be used to identify and predict players’ ranking tier (top 10%, 25% and 50%). We also compare and contrast which attributes and skills best predict a player’s success, while accounting for differences in player positions (goalkeepers, defenders and forwards). Last, in a study focused on a single intercollegiate basketball program over a 2-year period, McGill et al. The 85-48 romp over the No. 9 seed Bulldogs offered a perfect display of the hard-nosed defense and 3-point marksmanship that carried Alabama to the SEC’s regular-season title. Blind’s robust challenge on Goran Pandev led to the Netherlands attacking, with Ryan Gravenberch laying the ball off to Malen before the 22-year-old carried it forward brilliantly and set up Depay. Three aspects of the creative process are explored: (1) the context of the 2004-2005 NHL lockout season that led to the League’s ensuing relaunch and rebranding exercise for a new professional ice hockey product within the entertainment industry; (2) the promotional devices used in the campaign that accentuate its explicit hypermasculine “warrior” theme; and (3) interviews with executives from Conductor that offer important insights on their construction of a warrior theme and the existent nature of the crisis of masculinity.
The Citizens go into the campaign as slight favourites ahead of Liverpool having brought in the likes of Nathan Ake and Ferran Torres. Taken collectively, it is argued that the NHL’s “Inside the Warrior” campaign is exemplary for exploring the crisis of masculinity inasmuch as it highlights how one major sport-entertainment-media partnership created, produced, and (re)presented a mythical form of hegemonic masculinity, a contemporary hockey warrior hero, for public consumption. For our analyses, we computed and examined the descriptive statistics for each variable in the integrated data set before calculating bivariate relationships and exploring multivariate ties. Findings and reflections are discussed in relation to the dual-concern model of conflict resolution, and strategies to help practitioners foster cooperative coach-parent relationships are presented. Beyond being more naturalistic than both traditional analytics and strength and conditioning research, our integrative focus-and selection of ice hockey for the current study-is also warranted, given that previous research (6) focusing on individual-level metrics has not produced strong findings with respect to identifying which off-ice measures are most important for on-ice performance.
Through the current study, we illustrate this kind of integrative approach by examining the relationship between (a) off-ice strength and conditioning measures and (b) playing performance for a sample of National Collegiate Athletic Association (NCAA) Division 1 Men’s Ice Hockey players over a 14-year period. With approval from the Cornell University Institutional Review Board for the secondary data analyses that we conducted, we manually merged off- and on-ice performance measures from years 2001 through 2015 for a competitive NCAA Division 1 Men’s Ice Hockey program. In addition to the identified aforementioned variables, we also collected class (i.e., freshman through senior) to help us understand the importance of intercollegiate experience and year (2001 through 2015), given the possibility of relevant changes over time. In addition to points scored, which includes 1 point for both goals and assists in accordance with traditional hockey parlance, we also collected games played as an important within-competition performance measure.
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But sources added that Haaland is happy to stay in Germany for another season and then consider his options, with a release clause for his signature believed to be around the €70m mark kicking in next year. Durham Jr. has a fifth year of eligibility, thanks to the NCAA’s blanket waiver related to COVID-19. Stadia, Google’s streaming gaming platform, makemestfu 먹튀검증 won’t work with the Chromecast with Google TV until some point next year. And these numbers far surpass the deaths from illegal drugs (10-20,000 per year). Burr et al. (6) drew on 8 years of NHL Combine data and found slight but statistically significant relationships between some of the off-ice measurements and order of selection of draft-perhaps mainly because their sample size is larger than that of Vescovi et al. 26) explore similar relationships between Combine scores and performance in the NFL and find some significant connections (e.g., performance in the 10-yard dash at the Combine is significantly and positively associated with early-career success for NFL running backs).